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Business Analysis Case Study: Unlocking Growth Potential for a Company 

Have you ever wondered what are the necessary steps for conducting a Business Analyst Case Study? This blog will take you through the steps for conducting it.

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Table of Contents  

1) An overview of the Business Analysis Case Study 

2) Step 1: Understanding the company and its objectives 

3) Step 2: Gathering relevant data 

4) Step 3: Conducting SWOT analysis 

5) Step 4: Identifying key issues and prioritising 

6) Step 5: Analysing the root causes 

7) Step 6: Proposing solutions and developing an action plan 

8) Step 7: Monitoring and evaluation 

9) Conclusion 

An overview of the Business Analysis Case Study  

To kickstart our analysis, we will gain a deep understanding of the company's background, industry, and specific objectives. By examining the hypothetical company's objectives and aligning our analysis with its goals, we can lay the groundwork for a focused and targeted approach. This Business Analysis Case Study will demonstrate how the analysis process is pivotal in driving growth and overcoming obstacles that hinder success. 

Moving forward, we will navigate through various steps involved in the case study, including gathering relevant data, conducting a SWOT analysis, identifying key issues, analysing root causes, proposing solutions, and developing an action plan. By following this step-by-step approach, we can address the core challenges and devise actionable strategies that align with the company's objectives. 

The primary focus of this Business Analysis Case Study is to highlight the significance of Business Analysis in identifying key issues, evaluating potential growth opportunities, and developing effective solutions. Through a comprehensive examination of the hypothetical company's strengths, weaknesses, opportunities, and threats, we will gain valuable insights that drive informed decision-making. 

By the end of this Business Analysis Case Study, we aim to provide a holistic view of the analysis process, its benefits, and the transformative impact it can have on unlocking growth potential. Through real-world examples and practical solutions, we will showcase the power of Business Analysis in driving success and propelling companies towards achieving their goals. So, let's dive into the fascinating journey of this Business Analysis Case Study and explore the path to unlocking growth potential for our hypothetical company. 

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Step 1: Understanding the company and its objectives  

In this initial step, we need to gain a thorough understanding of the hypothetical company's background, industry, and specific objectives. Our hypothetical company, TechSolutions Ltd., is a software development firm aiming to expand its customer base and increase revenue by 20% within the next year. 

TechSolutions Ltd. operates in the dynamic software solutions market, catering to various industries such as finance, healthcare, and manufacturing. The company's primary objective is to leverage its technical expertise and establish itself as a leading provider of innovative software solutions. This objective sets the foundation for our analysis, enabling us to align our efforts with the company's goals. 

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Step 2: Gathering relevant data  

To conduct a comprehensive analysis, we need to gather relevant data pertaining to the company's operations, market trends, competitors, customer preferences, and financial performance. This data serves as a valuable resource to gain insights into the company's current position and identify growth opportunities. 

For our case study, TechSolutions Ltd. collects data on various aspects, including customer satisfaction levels, market penetration rates, and financial metrics such as revenue, costs, and profitability. Additionally, industry reports, market research, and competitor analysis provide insights into market trends, emerging technologies, and the competitive landscape. This data-driven approach ensures that our analysis is well-informed and grounded in reality. 

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Step 3: Conducting SWOT analysis  

A SWOT analysis is a powerful tool to assess the company's internal strengths and weaknesses, as well as external opportunities and threats. By conducting a thorough SWOT analysis, we can gain valuable insights into the company's strategic position and identify factors that impact its growth potential. 

Conducting SWOT analysis

Step 4: Identifying key issues and prioritising  

Outdated Technology Infrastructure

In the case of TechSolutions Ltd., the analysis reveals two primary issues: an outdated technology infrastructure and limited marketing efforts. These issues are prioritised as they directly impact the company's ability to meet its growth objectives. By addressing these key issues, TechSolutions Ltd. can position itself for sustainable growth. 

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Step 5: Analysing the root causes  

To develop effective solutions, we must analyse the root causes behind the identified issues. This involves a detailed examination of internal processes, conducting interviews with key stakeholders, and exploring market dynamics. By identifying the underlying factors contributing to the issues, we can tailor our solutions to address them at their core. 

In the case of TechSolutions Ltd., the analysis reveals that the outdated technology infrastructure is primarily due to budget constraints and a lack of awareness about the latest software solutions. Limited marketing efforts arise from a shortage of skilled personnel and inadequate allocation of resources. 

Understanding these root causes provides valuable insights for developing targeted and impactful solutions. 

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Step 6: Proposing solutions and developing an action plan  

Action Plan

For TechSolutions Ltd., the following solutions are proposed: 

a) Allocate a portion of the budget for technology upgrades and training: TechSolutions Ltd. should allocate a dedicated portion of its budget to upgrade its technology infrastructure and invest in training its employees on the latest software tools and technologies. This will ensure that the company remains competitive and can deliver cutting-edge solutions to its customers. 

b) Hire a dedicated marketing team and allocate resources for targeted campaigns: To overcome the limited marketing efforts, TechSolutions Ltd. should invest in building a skilled and dedicated marketing team. This team will focus on developing comprehensive marketing strategies, leveraging digital platforms, and conducting targeted campaigns to reach potential customers effectively. 

c) Strengthen partnerships with industry influencers: Collaborating with industry influencers can significantly enhance TechSolutions Ltd.'s brand visibility and credibility. By identifying key industry influencers and forming strategic partnerships, the company can tap into their existing networks and gain access to a wider customer base. 

d) Implement a customer feedback system: To enhance product quality and meet customer expectations, TechSolutions Ltd. should establish a robust customer feedback system. This system will enable the company to gather valuable insights, identify areas for improvement, and promptly address any customer concerns or suggestions. Regular feedback loops will foster customer loyalty and drive business growth. 

The proposed solutions are outlined in a detailed action plan, specifying the timeline, responsible individuals, and measurable milestones for each solution. Regular progress updates and performance evaluations ensure that the solutions are effectively implemented and deliver the desired outcomes. 

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Step 7: Monitoring and evaluation  

Monitoring and evaluation

Conclusion  

In this detailed Business Analysis Case Study, we explored the challenges faced by a hypothetical company, TechSolutions Ltd., and proposed comprehensive solutions to unlock its growth potential. By following a systematic analysis process, which includes understanding the company's objectives, conducting a SWOT analysis, identifying key issues, analysing root causes, proposing solutions, and monitoring progress, businesses can effectively address their challenges and drive success. 

Business Analysis plays a vital role in identifying areas for improvement and implementing strategic initiatives. By leveraging data-driven insights and taking proactive measures, companies can navigate competitive landscapes, overcome obstacles, and achieve their growth objectives. With careful analysis and targeted solutions, TechSolutions Ltd. is poised to unlock its growth potential and establish itself as a leading software development firm in the industry. By implementing the proposed solutions and continuously monitoring their progress, the company will be well-positioned for long-term success and sustainable growth. 

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How to Write a Case Study Analysis

Step-By-Step Instructions

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When writing a business case study analysis , you must first have a good understanding of the case study . Before you begin the steps below, read the business case carefully, taking notes all the while. It may be necessary to read the case several times to get all of the details and fully grasp the issues facing the group, company, or industry.

As you are reading, do your best to identify key issues, key players, and the most pertinent facts. After you are comfortable with the information, use the following step-by-step instructions (geared toward a single-company analysis) to write your report. To write about an industry, just adapt the steps listed here to discuss the segment as a whole.

Step 1: Investigate the Company’s History and Growth

A company’s past can greatly affect the present and future state of the organization. To begin, investigate the company’s founding, critical incidents, structure, and growth. Create a timeline of events, issues, and achievements. This timeline will come in handy for the next step. 

Step 2: Identify Strengths and Weaknesses

Using the information you gathered in step one, continue by examining and making a list of the value creation functions of the company. For example, the company may be weak in product development but strong in marketing. Make a list of problems that have occurred and note the effects they have had on the company. You should also list areas where the company has excelled. Note the effects of these incidents as well.

You're essentially conducting a partial SWOT analysis to get a better understanding of the company's strengths and weaknesses. A SWOT analysis involves documenting things like internal strengths (S) and weaknesses (W) and external opportunities (O) and threats (T). 

Step 3: Examine the External Environment

The third step involves identifying opportunities and threats within the company’s external environment. This is where the second part of the SWOT analysis (the O and the T) comes into play. Special items to note include competition within the industry, bargaining powers, and the threat of substitute products. Some examples of opportunities include expansion into new markets or new technology. Some examples of threats include increasing competition and higher interest rates.

Step 4: Analyze Your Findings

Using the information in steps 2 and 3, create an evaluation for this portion of your case study analysis. Compare the strengths and weaknesses within the company to the external threats and opportunities. Determine if the company is in a strong competitive position, and decide if it can continue at its current pace successfully.

Step 5: Identify Corporate-Level Strategy

To identify a company’s corporate-level strategy, identify and evaluate the company’s mission , goals, and actions toward those goals. Analyze the company’s line of business and its subsidiaries and acquisitions. You also want to debate the pros and cons of the company strategy to determine whether or not a change might benefit the company in the short or long term.​

Step 6: Identify Business-Level Strategy

Thus far, your case study analysis has identified the company’s corporate-level strategy. To perform a complete analysis, you will need to identify the company’s business-level strategy. (Note: If it is a single business, without multiple companies under one umbrella, and not an industry-wide review, the corporate strategy and the business-level strategy are the same.) For this part, you should identify and analyze each company’s competitive strategy, marketing strategy, costs, and general focus.

Step 7: Analyze Implementations

This portion requires that you identify and analyze the structure and control systems that the company is using to implement its business strategies. Evaluate organizational change, levels of hierarchy, employee rewards, conflicts, and other issues that are important to the company you are analyzing.

Step 8: Make Recommendations

The final part of your case study analysis should include your recommendations for the company. Every recommendation you make should be based on and supported by the context of your analysis. Never share hunches or make a baseless recommendation.

You also want to make sure that your suggested solutions are actually realistic. If the solutions cannot be implemented due to some sort of restraint, they are not realistic enough to make the final cut.

Finally, consider some of the alternative solutions that you considered and rejected. Write down the reasons why these solutions were rejected. 

Step 9: Review

Look over your analysis when you have finished writing. Critique your work to make sure every step has been covered. Look for grammatical errors , poor sentence structure, or other things that can be improved. It should be clear, accurate, and professional.

Business Case Study Analysis Tips

Keep these strategic tips in mind:

  • Know the case study ​backward and forward before you begin your case study analysis.
  • Give yourself enough time to write the case study analysis. You don't want to rush through it.
  • Be honest in your evaluations. Don't let personal issues and opinions cloud your judgment.
  • Be analytical, not descriptive.
  • Proofread your work, and even let a test reader give it a once-over for dropped words or typos that you no longer can see.
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What the Case Study Method Really Teaches

  • Nitin Nohria

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Seven meta-skills that stick even if the cases fade from memory.

It’s been 100 years since Harvard Business School began using the case study method. Beyond teaching specific subject matter, the case study method excels in instilling meta-skills in students. This article explains the importance of seven such skills: preparation, discernment, bias recognition, judgement, collaboration, curiosity, and self-confidence.

During my decade as dean of Harvard Business School, I spent hundreds of hours talking with our alumni. To enliven these conversations, I relied on a favorite question: “What was the most important thing you learned from your time in our MBA program?”

  • Nitin Nohria is the George F. Baker Jr. and Distinguished Service University Professor. He served as the 10th dean of Harvard Business School, from 2010 to 2020.

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Once you have identified a case study that you wish to analyze, the sources listed below can help you analyze the case materials.

  • Cengage Learning - Case Studies Explains how to effectively analyze cases and write a case study analysis. Provides a checklist and explanation of areas to consider, suggested research tools, and tips on financial analysis.
  • Guide to case analysis From the publisher McGraw Hill. Includes sections on objectives of case analysis, preparing a case for class discussion, preparing a written case analysis and the Ten Commandments of Case Analysis.
  • How to Analyze a Case Study From the Simmons University Writing Center.
  • Writing a Case Analysis From the University of New South Wales Business School.
  • Writing a Case Study Analysis From The University of Arizona, Global Campus, Writing Center.

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How to Write a Business Case: Examples, Templates, and Checklists

By Joe Weller | April 24, 2019 (updated February 26, 2023)

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This article presents expert tips on how to write a business case. We also provide a checklist to prepare for, write, and present a business case, along with free, easy-to-use Word and PowerPoint business case templates.

Included on this page, you'll find details on how to write a business case , sections to include in your business case , a business case checklist , and business case presentation examples .

What Is a Business Case?

A business case is a formal, structured document; an informal, short document; or a verbal exchange that defines the benefits of an initiative or project.

In addition, a business case forecasts the costs, benefits, and risks of an initiative, so decision makers — and even the project initiators — can decide whether a project is worthwhile and why to choose one approach over similar strategies.

Jim Maholic has over 20 years of experience with IT strategy and business case development, including two stints as a CIO, two management positions with the Big Four consulting firms, and leadership positions at several technology companies.

He describes a business case in this way: “A business case is the full story that explains the ROI for a capital project. It begins with a statement of a business problem, then explores how we can solve it or what the value of solving it is. For example, ‘Our revenues aren’t rising as fast as they should,’ or ‘Inventory isn't turning over as fast as it should,’ or ‘Costs are too high.’ That's where the business case starts.

Jim Maholic

“Then, we find out how big this problem is. We talk to people in the company and find out what they think the value of solving the problem is. All this information is packaged into a story that says, ‘Here's the problem. Here's the value of solving the problem. Here's what it costs in hardware, software, or whatever. Here are the benefits. And here’s the whole story.’”

Business Cases Explain Why You Should Invest

A business case explains why stakeholders should invest in a project. The purpose of a business case contrasts with that of a project proposal , which provides a high-level outline of what you want to initiate and its benefits to the company, or that of a project plan , which explains how you execute a project. You should create your business case during the earliest stages of project planning .

A business case can also become a key document for a project manager when planning, creating milestones, and evaluating progress.

Other names and uses for business cases are financial justification, cost-benefit analysis (CBA) , total cost of ownership (TCO) analysis , and return on investment (ROI) analysis . Nonprofits and government entities sometimes refer to business cases as case statements .

What Is Business Case Analysis (BCA)?

A business case analysis (BCA) looks not only at lowest costs, but also at technical value and other nonquantitative factors in what is known as a best-value analysis . The BCA addresses the triple constraints of time, money, and scope, and it can include measures such as performance, reliability, viability, and supportability.

Although business case analysis is used interchangeably with business case , some experts consider the analysis to be part of the business case as a whole.

What Is a Business Case Used For?

A business case helps a company or an organization prepare for new ventures or changes. This document is a crucial building block of project success and underpins the foundations of  senior-level involvement and strong planning. Business cases summarize the benefits of an endeavor, clarifying a project’s business value to help stakeholders make decisions.

A good business case should focus less on the technology, domain knowledge, or specific deliverables and more on the users of a product and the goals of a project. In the same vein, a project manager should focus not only on creating output, but also on delivering value. An initiative can offer many types of value, including contributing to strategic aims, increasing efficiency, and supporting compliance. Insufficient attention to the details of a business case and the accompanying research can lead to poor project results.

Business cases usually describe these items:

  • A business problem or opportunity
  • Possible solutions and their benefits and disadvantages (sometimes known as disbenefits )
  • Risks associated with the main solution
  • Implementation timeline
  • Consequences for implementing a solution and for retaining the status quo
  • Resources required for the initiative or project

Advantages of a Business Case

A business case may seem like just another document destined for the shelf or the shredder, but it can offer real advantages:

  • All stakeholders have similar expectations concerning the value and benefits of an initiative to an organization.
  • You can convert a business case into a project plan with milestones. You increase the chances of a project’s success with planning.
  • A business case becomes a gauge for determining whether an endeavor continues to offer value during execution and after a team produces a deliverable.
  • Project planners can more easily establish objectives and goals.
  • You can more easily discern success.
  • Teams apply the right resources more efficiently.

Who Prepares a Business Case?

You might think that business cases are the purview of financial officers and accountants. In fact, people who have direct knowledge of processes and teams should be responsible for creating these documents.

Some pundits say that the individual who advocates change must enact the change, so anyone in any role could assume the responsibilities for producing a business case. This includes consultants, line managers, or IT managers. In some organizations, the project sponsor or project manager may guide the preparation of the business case and include input from relevant departments and SMEs.

When Do You Need a Business Case?

It’s no longer enough to complete a project and present a deliverable. In an economy that often seems as unstable as it was in 2008, stakeholders want to see that a deliverable creates value and benefits for an organization. This is particularly true for complex projects or those that  require justification for enlisting external resources. Public sector projects frequently need business cases.

What's in a Business Case?

A business case outlines for a decision maker the benefits and business value of a proposed initiative. The term business case frequently refers to a written document that is submitted for review or presented at a meeting, but can also apply to an informal, spoken proposal.

What Should Be in a Business Case?

A well-written business case flows logically from presenting a problem or opportunity through the advantages and disadvantages of solutions to describing the recommended solution. When you require great detail, you can chunk text into sub-sections so that the content is easier to scan, as well as faster and less overwhelming to read. Following are the common sections of a business case in sequential order:

  • Executive summary
  • Problem statement
  • Analysis and financial details
  • Recommendation

Many organizations have pre-established templates for writing business cases. If your organization doesn’t, search online for free, easy-to-use business case templates for construction business cases, one-page business cases, and more. Depending on the narrative needs of the business case, it can contain many possible sections:

  • Preface: A preface may indicate the intended audience and any related documents.
  • Table of Contents: If your document is delivered as a PDF file, consider hyperlinking your table of contents to the appropriate sections.
  • What is the problem?
  • What do you believe is the value of solving the problem?
  • How much are you asking for?
  • When will we start seeing benefits?

     “I’ve had some presentations that don't get beyond that first page,” Maholic muses.

  • Description of the Product or Service: When proposing a new object or concept, detail what the deliverable is and how it works.
  • A Problem Statement or Mission Statement: By describing the problem or the mission of the organization, you can contextualize the proposed initiative.
  • Business Drivers for the Initiative: Indicate what benefits will contribute to the strategic aims of the organization.
  • Finance Section: Explain how much the project will cost and whether it is affordable. Detail the cash flow. Describe the expenses to execute (or not execute) the project in a cost comparison against forecasted benefits. Conduct a sensitivity analysis , a technique for determining how the different values of an independent variable affect a dependent variable.
  • Financial and nonfinancial benefits
  • Quality improvements
  • Cost savings through efficiencies
  • Added revenue
  • Competitiveness
  • Improved customer services
  • Options: What are the possible solutions to the problem? Usually, you narrow this list to 3 to 5 viable choices. Frequently, you include a “do nothing” option and a benchmark option. Some organizations require the do-nothing option; others require it only if the do-nothing option is a legitimate possibility. Quantify the benefits of each potential solution. Also, outline the risks, issues, and interdependencies for each solution.
  • What is required?
  • How is it done?
  • Who does what?
  • When will things happen?
  • Assessments or Analysis: Your analysis should list assumptions and consider cash flow and costs. Describe the risks of the project and the plans to deal with them. Also, discuss how you will leverage opportunities. Describe the context of your undertaking using PESTLE (political, economic, sociological, technological, legal, and environmental) analysis.
  • Project Approach: Detail the organization of the project, including governance and accountability, roles and responsibilities, and the schedule of progress reporting. Describe the purchasing strategy for completing the endeavor. Will you lease equipment? Rent office space? Hire contractors or employees?
  • Recommendation and Next Steps: Note the recommended solution and immediate required action.
  • Appendix: Add supporting documentation here, such as spreadsheets, charts, or drawings.

Considerations for Executive Presentations

The sections that comprise a business case may vary depending on your house style and the type of initiative. Jim Maholic says, “I package my business cases this way: I set up a one-hour meeting, so I have maybe 20 slides, but 10 to 15 slides are plenty. In reality, I might have 100 slides, but I add those in an appendix.” You may have credible supporting information, but you don’t want to bore your audience of decision makers by slogging through each slide.

“They might allocate an hour, but honestly, you're going to get their attention for 10 to 15 minutes, and then they'll start checking email and stuff,” Maholic adds. “You really have to be crisp in how you do this and know where you're going.

“Start with, ‘We have this problem,’ followed by, ‘Here are the people that we talked to who validated that this is a problem. They offered ideas about solving this problem, so we could see this substantial benefit,’” he notes.

“What matters in an executive meeting is that I answer the main questions: What is the problem? What is the cost of not solving it? What are the benefits of solving it? And when do we see the benefits? You may address additional questions later in the meeting or after the meeting, on an individual, offline basis,” Maholic says.

Business Case Templates

Using templates, you can more easily create business cases because you can focus on your research and fill in the blanks. The following free, downloadable templates are customizable for your organization’s needs.

Business Case Presentation Template

Business Case Presentation Template

You can lengthen this short PowerPoint presentation template to accommodate more detail. The business case presentation template includes spaces for describing the following elements: the project name, the executive summary, the project description, the financials, the recommended solution, the assumptions and dependencies, the options, and the benefits.

‌ Download Business Case Presentation Template - PowerPoint

Simple Business Case Template

Simple Business Case Template

A simple business case template serves a small project or a small organization. It can cover extensive details if necessary. It includes spaces for describing the following elements of the case: the title, the executive summary, the business objective, the target users, the financials and costs, the assumptions and dependencies, the implementation strategy, the required resources, and the project governance and reporting.

Download Simple Business Case Template

Word | PDF  | Smartsheet

Healthcare Business Case Template

Healthcare Business Case Template

A healthcare business case template helps you explain the current setup and how the proposed solution can create improvements. It provides space for a one-page executive summary, context for the problem or opportunity, a description of the current situation, an explanation of the proposed changes, and details of how the changes can affect your organization and any other entities.

Download Healthcare Business Case Template

Word | Google Docs

New Product Business Case Template

New Product Business Case Template

A new product business case template explores the business landscape for a new product or service. In addition to the meta information, such as the title, the author, and the executive summary, the template includes space to describe the current mission statement, the proposed product or service, the marketing strategy, an analysis of competitors, SWOT analysis , an overview of the implementation plan, and financial details.

Download New Product Business Case Template

Preparing to Write the Business Case

You can expedite your business process by understanding business case structure and using a template. In addition, having the correct perspective and following best practices can contribute to your success.

Why Are You Doing the Project?

Before you start researching and writing, understand why you want to initiate a project. The goal of a project is to solve problems. What is a problem? A problem prevents your organization from achieving its full potential. To begin, determine what problem the project is trying to solve.

Projects have deliverables, whether tangible or intangible. Think of an outcome as the result created by the deliverables. Benefits represent quantifiable improvements derived from an outcome. When a customer or team member can leverage these benefits, they become advantages.

Do Your Business Case Research

To start, review the mission statement(s) for the organization or the project. Identify the sources of data for your business case. One way to encourage the acceptance of your proposal is to discuss your rough estimates of the costs and resources with a project sponsor or customer before you embark on the business case. This helps you and the sponsor understand each other’s expectations and lessens the chance of sticker shock during the executive presentation. Then interview the people who conduct the day-to-day work and get their perspective on problems and possible solutions.

Do the Business Case Math

You must consider whether the returns justify the request. “If we're asking for $3 million, we've got to show that the project benefits far exceed that amount,” asserts Maholic. “With returns of $10, $15, or $20 million, you're going to get their attention. If you say the benefits are $300 million, they're going to think you've fallen off the truck somewhere, because that's not realistic. On the other hand, if you show benefits of $3.5 million for a cost of $3 million, that's probably not going to beat the projected return of any other project that comes across their desk.”

Consider Who the Business Case Is For

Whether the business case comes in document form or as a presentation, the project sponsor and key stakeholders will study it. Consider the key audience for each section of your document and write with that audience in mind.

The most convincing arguments for projects are those that your team can initiate and wrap up within six months, as well as produce considerable quantifiable results. Especially when big money is on the table, your proposal will compete with others from different departments. “No company has all the money it wants to invest in everything — it has to prioritize. The business case helps evaluate what the return will be for each of the projects that comes across the board's desk for approval,” explains Maholic.

Furthermore, a business case presents estimates. A business case should be built on sound research, but no one has a lock on certitude. “I think first-time business case writers in particular get caught up in building some great story. But seasoned executives get requests all the time, and they're not buffaloed by clever-sounding words or fancy spreadsheets,” Maholic cautions.

“Your ideas have to be rooted in something sensible, not just, ‘I bet we can raise revenues by 15 percent,’” he explains. Grand plans may be possible, but the key, according to Maholic, is to help decision makers understand how it is possible.

How Do You Write a Business Case?

When you have the main questions in mind and a sense of the required sections and format, you can begin to write. Consider limiting the number of authors to ensure an effective writing effort that’s consistent in style and voice. Then follow these tips:

  • Concisely cover the core content with enough detail, so stakeholders can make an informed decision.
  • Compare options, so decision makers understand the landscape.
  • Be clear, concise, and captivating.
  • Avoid jargon as much as possible.
  • Demonstrate the value of the project to the business by creating a credible and accurate argument.
  • Clearly describe the landscape for the initiative, including its dependencies. Enumerating these dependencies is crucial because contextual changes can alter the project parameters or eliminate the need for the project altogether.
  • Focus on the business and the business value rather than the knowledge domain covered by the intended project deliverable.

How Do You Know You Have Enough Detail?

You determine the length of your business cases according to the scope and complexity of your proposed endeavour. A complex project means a long business case; a small, short project means a short business case.

However, Maholic cautions against adding too much detail — conciseness can be a challenge. “You may take 4 to 6 weeks to create a business. You might talk to 50 or 100 people. There's this gnawing urge in some people to show everything they've collected in the executive presentation. Look how hard we worked. Look how smart I am . That's just awful.

“You have enough data and slides when you can answer those 4 or 5 basic questions. There may be 100 other slides, but those are supporting detail,” he says.

Common Mistakes in Writing Business Cases

You can strengthen your business case by avoiding common mistakes:

  • Forget What Your White Papers Say: Maholic finds that when salespeople create cases for customers, they frequently rely on the benefits outlined in a product’s white papers. He notes, “Saying your product cuts costs by Y percent is a great place to start, but it has to be balanced by what's in front of you regarding a particular customer.” He continues, “As a salesperson, you may say that your product can increase revenue by 5 percent. That may be true for past customers, but this particular customer may have three straight years of declining revenues. It's silly to say that a product is going to both arrest a decline and bump up revenue by 5 percent. You have to think things through. That’s the analysis part. You can't just mouth off.”
  • Spreadsheets Are not the Main Show: "Too often, I think, people hear business case , and they jump right to building a spreadsheet,” Maholic says. “They're eager to build the mother of all spreadsheets and show how smart they are by demonstrating the mother of all spreadsheets. While certainly spreadsheets are necessary to show the math, the spreadsheet is only a small part of the solution. Spreadsheets don't really articulate the problem or indicate who you talked to or what you analyzed to get to that solution,” he adds.
  • Arguments Do not Equal More Money: Sometimes, people believe that a strong case justifies a more generous price tag. Not so, says Maholic: “As a decision maker, having a better business case doesn't mean I'm going to roll over and say, ‘Sure, you can charge me an extra million dollars.’ A good business case means the project has the value to go forward. Now, we're going to start negotiating and I'm still going to work to get the best price I can. People who've done business cases before know that. But people who are new to them don't completely understand that.”
  • Remember That It’s About Value, Not About Toys: For startups, the coolness factor of the technology or product may carry some weight, but for most organizations, a business case must focus on the business value without getting lost in the domain knowledge and technical details. Maholic explains: “Nobody at the executive level cares what the throughput ratio is of this process or that stack. What they want to know is, ‘Do I get revenue more quickly? Do I cut costs more deeply? Tell me what the value of doing X is, and then you can go off and buy whatever toys you want to in order to do X.’”

Steps to Produce a Business Case

Your organization may have a tribal understanding of the best process for creating a business case. Some employees may advocate for following the Ds , which refer to the steps to produce a business case. The Ds can include as many as six steps, but generally focus on these four:

  • Discover your problem or opportunity.
  • Design your solutions and alternatives.
  • Develop the details that describe the pros and cons of each potential solution.
  • Deploy the business case.

Some advocates add the Define step to the beginning of the process and the Deliver step to the end. For best results, create your business case in the following order:

  • Determine your problem or opportunity.
  • Research the context for your proposal as appropriate: When developing a new product, your research may focus on the market; when acquiring new training or software, you may review current internal processes; and when making a new purchase, you may interview dozens of team members who use current tools and procedures.
  • Compare alternative approaches and recommend the most appropriate strategy.
  • Gather supporting data and evidence for the recommended approach.
  • Write the business case.
  • Write the executive summary.
  • Edit your business case draft.
  • Present your business case to either the final authority or the personnel who will be instrumental in implementing the case plan.

‌ Download Business Case Process Checklist  

The Business Case in Project Development

Contrary to what you might imagine, the business case can be a living document. Starting with the review process, stakeholders may reject, cancel, postpone, accept, or adjust the business case. To some extent, the business case becomes the guidebook for your initiative. Stakeholders and the project manager should refer to the business case throughout the lifecycle of the project to ensure that efforts (and intentions) remain on track.

What Are the Features of a Project Business Case?

A well-considered business case offers the following characteristics: an easy-to-understand description of the business value of the initiative and the immediate benefits of the project, including details of the positive impact on organizational strategy.

How Do You Analyze a Business Case?

In university-level business schools, business case studies (or case studies) function as teaching tools to help students use their analytic skills. Case studies describe a company and how it employs a solution. Following is the suggested approach for students analyzing a case:

  • Review the case in detail. Identify the key issues.
  • Determine 2 to 5 essential problems.
  • Look for solutions to those problems.
  • Describe your recommended solution.

What Is a Full Business Case?

A business case is a structured, detailed document that presents the justification for the commitment of financial and other resources to an endeavor. Business cases help you gain the support of management and other stakeholders, as well as approval for projects and programs.

What Is a Business Case in Project Management?

An approved business case can have a long life. Although the project sponsor ultimately owns the business case, it is the project manager who uses the business case as the guidebook for expectations and dependencies. In addition, the business case becomes an important document in an organization’s project portfolio management process. During this process, a company balances its resources with its strategic objectives to determine the livelihood of all the projects it undertakes.

History and Origins of Business Cases

The formal business case has its roots in 19th-century Europe, particularly with the work of French-Italian engineer-economist Jules Dupuit. His contribution included statistical tools to identify, measure, and value the benefits beyond merely determining the lowest bidder. Specifically, Dupuit is credited with inventing what he called the benefit-cost analysis . Today, professionals recognize the value of business cases outside of public works and government. Both nonprofit and for-profit organizations regularly use business cases.

Resources and Examples for Creating Your Business Case

If you’re new to business cases, you don’t have to start empty-handed. We offer resources to help you begin writing. Please see the following examples and templates:

  • Here’s an example of a business case in a classic document format . This particular business case argues against a capital investment.
  • This example presents three business cases for one higher education department . The  presentation comes in a slide format.
  • In this article, Jim Maholic offers a template for creating your business case .

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  • Read and analyze the case. Each case is a 10-20 page document written from the viewpoint of a real person leading a real organization. In addition to background information on the situation, each case ends in a key decision to be made. Your job is to sift through the information, incomplete by design, and decide what you would do.
  • Discuss the case. Each morning, you’ll bring your ideas to a small team of classmates from diverse professional backgrounds, your discussion group, to share your findings and listen to theirs. Together, you begin to see the case from different perspectives, better preparing you for class.
  • Engage in class. Be prepared to change the way you think as you debate with classmates the best path forward for this organization. The highly engaged conversation is facilitated by the faculty member, but it’s driven by your classmates’ comments and experiences. HBS brings together amazingly talented people from diverse backgrounds and puts that experience front and center. Students do the majority of the talking (and lots of active listening), and your job is to better understand the decision at hand, what you would do in the case protagonist’s shoes, and why. You will not leave a class thinking about the case the same way you thought about it coming in! In addition to learning more about many businesses, in the case method you will develop communication, listening, analysis, and leadership skills. It is a truly dynamic and immersive learning environment.
  • Reflect. The case method prepares you to be in leadership positions where you will face time-sensitive decisions with limited information. Reflecting on each class discussion will prepare you to face these situations in your future roles.

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16 case study examples (+ 3 templates to make your own)

Hero image with an icon representing a case study

I like to think of case studies as a business's version of a resume. It highlights what the business can do, lends credibility to its offer, and contains only the positive bullet points that paint it in the best light possible.

Imagine if the guy running your favorite taco truck followed you home so that he could "really dig into how that burrito changed your life." I see the value in the practice. People naturally prefer a tried-and-true burrito just as they prefer tried-and-true products or services.

To help you showcase your success and flesh out your burrito questionnaire, I've put together some case study examples and key takeaways.

What is a case study?

A case study is an in-depth analysis of how your business, product, or service has helped past clients. It can be a document, a webpage, or a slide deck that showcases measurable, real-life results.

For example, if you're a SaaS company, you can analyze your customers' results after a few months of using your product to measure its effectiveness. You can then turn this analysis into a case study that further proves to potential customers what your product can do and how it can help them overcome their challenges.

It changes the narrative from "I promise that we can do X and Y for you" to "Here's what we've done for businesses like yours, and we can do it for you, too."

16 case study examples 

While most case studies follow the same structure, quite a few try to break the mold and create something unique. Some businesses lean heavily on design and presentation, while others pursue a detailed, stat-oriented approach. Some businesses try to mix both.

There's no set formula to follow, but I've found that the best case studies utilize impactful design to engage readers and leverage statistics and case details to drive the point home. A case study typically highlights the companies, the challenges, the solution, and the results. The examples below will help inspire you to do it, too.

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On top of a background of coffee beans, a block of text with percentage growth statistics for how AdRoll nitro-fueled Volcanica coffee.

People love a good farm-to-table coffee story, and boy am I one of them. But I've shared this case study with you for more reasons than my love of coffee. I enjoyed this study because it was written as though it was a letter.

In this case study, the founder of Volcanica Coffee talks about the journey from founding the company to personally struggling with learning and applying digital marketing to finding and enlisting AdRoll's services.

It felt more authentic, less about AdRoll showcasing their worth and more like a testimonial from a grateful and appreciative client. After the story, the case study wraps up with successes, milestones, and achievements. Note that quite a few percentages are prominently displayed at the top, providing supporting evidence that backs up an inspiring story.

Takeaway: Highlight your goals and measurable results to draw the reader in and provide concise, easily digestible information.

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Screenshot of the Taylor Guitars and Airtable case study, with the title: Taylor Guitars brings more music into the world with Airtable

This Airtable case study on Taylor Guitars comes as close as one can to an optimal structure. It features a video that represents the artistic nature of the client, highlighting key achievements and dissecting each element of Airtable's influence.

It also supplements each section with a testimonial or quote from the client, using their insights as a catalyst for the case study's narrative. For example, the case study quotes the social media manager and project manager's insights regarding team-wide communication and access before explaining in greater detail.

Takeaway: Highlight pain points your business solves for its client, and explore that influence in greater detail.

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Screenshot of the Endeavour and Figma case study, showing a bulleted list about why EndeavourX chose Figma followed by an image of EndeavourX's workspace on Figma

My favorite part of Figma's case study is highlighting why EndeavourX chose its solution. You'll notice an entire section on what Figma does for teams and then specifically for EndeavourX.

It also places a heavy emphasis on numbers and stats. The study, as brief as it is, still manages to pack in a lot of compelling statistics about what's possible with Figma.

Takeaway: Showcase the "how" and "why" of your product's differentiators and how they benefit your customers.

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Screenshot of Zapier's case study with ActiveCampaign, showing three data visualizations on purple backgrounds

Zapier's case study leans heavily on design, using graphics to present statistics and goals in a manner that not only remains consistent with the branding but also actively pushes it forward, drawing users' eyes to the information most important to them. 

The graphics, emphasis on branding elements, and cause/effect style tell the story without requiring long, drawn-out copy that risks boring readers. Instead, the cause and effect are concisely portrayed alongside the client company's information for a brief and easily scannable case study.

Takeaway: Lean on design to call attention to the most important elements of your case study, and make sure it stays consistent with your branding.

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Screenshot of a video from the Ironclad and OpenAI case study showing the Ironclad AI Assist feature

In true OpenAI fashion, this case study is a block of text. There's a distinct lack of imagery, but the study features a narrated video walking readers through the product.

The lack of imagery and color may not be the most inviting, but utilizing video format is commendable. It helps thoroughly communicate how OpenAI supported Ironclad in a way that allows the user to sit back, relax, listen, and be impressed. 

Takeaway: Get creative with the media you implement in your case study. Videos can be a very powerful addition when a case study requires more detailed storytelling.

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Screenshot of the Shopify and GitHub case study, with the title "Shopify keeps pushing ecommerce forward with help from GitHub tools," followed by a photo of a plant and a Shopify bag on a table on a dark background

GitHub's case study on Shopify is a light read. It addresses client pain points and discusses the different aspects its product considers and improves for clients. It touches on workflow issues, internal systems, automation, and security. It does a great job of representing what one company can do with GitHub.

To drive the point home, the case study features colorful quote callouts from the Shopify team, sharing their insights and perspectives on the partnership, the key issues, and how they were addressed.

Takeaway: Leverage quotes to boost the authoritativeness and trustworthiness of your case study. 

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Screenshot of the Audible and Contentful case study showing images of titles on Audible

Contentful's case study on Audible features almost every element a case study should. It includes not one but two videos and clearly outlines the challenge, solution, and outcome before diving deeper into what Contentful did for Audible. The language is simple, and the writing is heavy with quotes and personal insights.

This case study is a uniquely original experience. The fact that the companies in question are perhaps two of the most creative brands out there may be the reason. I expected nothing short of a detailed analysis, a compelling story, and video content. 

Takeaway: Inject some brand voice into the case study, and create assets that tell the story for you.

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Screenshot of Zoom and Asana's case study on a navy blue background and an image of someone sitting on a Zoom call at a desk with the title "Zoom saves 133 work weeks per year with Asana"

Asana's case study on Zoom is longer than the average piece and features detailed data on Zoom's growth since 2020. Instead of relying on imagery and graphics, it features several quotes and testimonials. 

It's designed to be direct, informative, and promotional. At some point, the case study reads more like a feature list. There were a few sections that felt a tad too promotional for my liking, but to each their own burrito.

Takeaway: Maintain a balance between promotional and informative. You want to showcase the high-level goals your product helped achieve without losing the reader.

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Screenshot of the Hickies and Mailchimp case study with the title in a fun orange font, followed by a paragraph of text and a photo of a couple sitting on a couch looking at each other and smiling

I've always been a fan of Mailchimp's comic-like branding, and this case study does an excellent job of sticking to their tradition of making information easy to understand, casual, and inviting.

It features a short video that briefly covers Hickies as a company and Mailchimp's efforts to serve its needs for customer relationships and education processes. Overall, this case study is a concise overview of the partnership that manages to convey success data and tell a story at the same time. What sets it apart is that it does so in a uniquely colorful and brand-consistent manner.

Takeaway: Be concise to provide as much value in as little text as possible.

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Screenshot of NVIDIA and Workday's case study with a photo of a group of people standing around a tall desk and smiling and the title "NVIDIA hires game changers"

The gaming industry is notoriously difficult to recruit for, as it requires a very specific set of skills and experience. This case study focuses on how Workday was able to help fill that recruitment gap for NVIDIA, one of the biggest names in the gaming world.

Though it doesn't feature videos or graphics, this case study stood out to me in how it structures information like "key products used" to give readers insight into which tools helped achieve these results.

Takeaway: If your company offers multiple products or services, outline exactly which ones were involved in your case study, so readers can assess each tool.

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Screenshot of KFC and Contentful's case study showing the outcome of the study, showing two stats: 43% increase in YoY digital sales and 50%+ increase in AU digital sales YoY

I'm personally not a big KFC fan, but that's only because I refuse to eat out of a bucket. My aversion to the bucket format aside, Contentful follows its consistent case study format in this one, outlining challenges, solutions, and outcomes before diving into the nitty-gritty details of the project.

Say what you will about KFC, but their primary product (chicken) does present a unique opportunity for wordplay like "Continuing to march to the beat of a digital-first drum(stick)" or "Delivering deep-fried goodness to every channel."

Takeaway: Inject humor into your case study if there's room for it and if it fits your brand. 

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Screenshot of the Intuit and Twilio case study on a dark background with three small, light green icons illustrating three important data points

Twilio does an excellent job of delivering achievements at the very beginning of the case study and going into detail in this two-minute read. While there aren't many graphics, the way quotes from the Intuit team are implemented adds a certain flair to the study and breaks up the sections nicely.

It's simple, concise, and manages to fit a lot of information in easily digestible sections.

Takeaway: Make sure each section is long enough to inform but brief enough to avoid boring readers. Break down information for each section, and don't go into so much detail that you lose the reader halfway through.

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Screenshot of Spotify and Salesforce's case study showing a still of a video with the title "Automation keeps Spotify's ad business growing year over year"

Salesforce created a video that accurately summarizes the key points of the case study. Beyond that, the page itself is very light on content, and sections are as short as one paragraph.

I especially like how information is broken down into "What you need to know," "Why it matters," and "What the difference looks like." I'm not ashamed of being spoon-fed information. When it's structured so well and so simply, it makes for an entertaining read.

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Screenshot of the Benchling and Airtable case study with the title: How Benchling achieves scientific breakthroughs via efficiency

Benchling is an impressive entity in its own right. Biotech R&D and health care nuances go right over my head. But the research and digging I've been doing in the name of these burritos (case studies) revealed that these products are immensely complex. 

And that's precisely why this case study deserves a read—it succeeds at explaining a complex project that readers outside the industry wouldn't know much about.

Takeaway: Simplify complex information, and walk readers through the company's operations and how your business helped streamline them.

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Screenshot of the Chipotle and Hubble case study with the title "Mexican food chain replaces Discoverer with Hubble and sees major efficiency improvements," followed by a photo of the outside of a Chipotle restaurant

The concision of this case study is refreshing. It features two sections—the challenge and the solution—all in 316 words. This goes to show that your case study doesn't necessarily need to be a four-figure investment with video shoots and studio time. 

Sometimes, the message is simple and short enough to convey in a handful of paragraphs.

Takeaway: Consider what you should include instead of what you can include. Assess the time, resources, and effort you're able and willing to invest in a case study, and choose which elements you want to include from there.

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Screenshot of Hudl and Zapier's case study, showing data visualizations at the bottom, two photos of people playing sports on the top right , and a quote from the Hudl team on the topleft

I may be biased, but I'm a big fan of seeing metrics and achievements represented in branded graphics. It can be a jarring experience to navigate a website, then visit a case study page and feel as though you've gone to a completely different website.

The case study is essentially the summary, and the blog article is the detailed analysis that provides context beyond X achievement or Y goal.

Takeaway: Keep your case study concise and informative. Create other resources to provide context under your blog, media or press, and product pages.

3 case study templates

Now that you've had your fill of case studies (if that's possible), I've got just what you need: an infinite number of case studies, which you can create yourself with these case study templates.

Case study template 1

Screenshot of Zapier's first case study template, with the title and three spots for data callouts at the top on a light peach-colored background, followed by a place to write the main success of the case study on a dark green background

If you've got a quick hit of stats you want to show off, try this template. The opening section gives space for a short summary and three visually appealing stats you can highlight, followed by a headline and body where you can break the case study down more thoroughly. This one's pretty simple, with only sections for solutions and results, but you can easily continue the formatting to add more sections as needed.

Case study template 2

Screenshot of Zapier's second case study template, with the title, objectives, and overview on a dark blue background with an orange strip in the middle with a place to write the main success of the case study

For a case study template with a little more detail, use this one. Opening with a striking cover page for a quick overview, this one goes on to include context, stakeholders, challenges, multiple quote callouts, and quick-hit stats. 

Case study template 3

Screenshot of Zapier's third case study template, with the places for title, objectives, and about the business on a dark green background followed by three spots for data callouts in orange boxes

Whether you want a little structural variation or just like a nice dark green, this template has similar components to the last template but is designed to help tell a story. Move from the client overview through a description of your company before getting to the details of how you fixed said company's problems.

Tips for writing a case study

Examples are all well and good, but you don't learn how to make a burrito just by watching tutorials on YouTube without knowing what any of the ingredients are. You could , but it probably wouldn't be all that good.

Have an objective: Define your objective by identifying the challenge, solution, and results. Assess your work with the client and focus on the most prominent wins. You're speaking to multiple businesses and industries through the case study, so make sure you know what you want to say to them.

Focus on persuasive data: Growth percentages and measurable results are your best friends. Extract your most compelling data and highlight it in your case study.

Use eye-grabbing graphics: Branded design goes a long way in accurately representing your brand and retaining readers as they review the study. Leverage unique and eye-catching graphics to keep readers engaged. 

Simplify data presentation: Some industries are more complex than others, and sometimes, data can be difficult to understand at a glance. Make sure you present your data in the simplest way possible. Make it concise, informative, and easy to understand.

Use automation to drive results for your case study

A case study example is a source of inspiration you can leverage to determine how to best position your brand's work. Find your unique angle, and refine it over time to help your business stand out. Ask anyone: the best burrito in town doesn't just appear at the number one spot. They find their angle (usually the house sauce) and leverage it to stand out.

Case study FAQ

Got your case study template? Great—it's time to gather the team for an awkward semi-vague data collection task. While you do that, here are some case study quick answers for you to skim through while you contemplate what to call your team meeting.

What is an example of a case study?

An example of a case study is when a software company analyzes its results from a client project and creates a webpage, presentation, or document that focuses on high-level results, challenges, and solutions in an attempt to showcase effectiveness and promote the software.

How do you write a case study?

To write a good case study, you should have an objective, identify persuasive and compelling data, leverage graphics, and simplify data. Case studies typically include an analysis of the challenge, solution, and results of the partnership.

What is the format of a case study?

While case studies don't have a set format, they're often portrayed as reports or essays that inform readers about the partnership and its results. 

Related reading:

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Hachem Ramki picture

Hachem Ramki

Hachem is a writer and digital marketer from Montreal. After graduating with a degree in English, Hachem spent seven years traveling around the world before moving to Canada. When he's not writing, he enjoys Basketball, Dungeons and Dragons, and playing music for friends and family.

  • Content marketing

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Business Analyst Case Study | Free Case Study Template

LN Mishra, CBAP, CBDA, AAC & CCA

Business analyst case studies blog describes an actual business analyst case study. This provides real-world exposure to new business analysts.

In this blog, we will be discussing what is business analysis case study, why develop them, when to develop them and how to develop them. We will provide a real business case analysis case study for better understanding.

Let’s start with understanding what is business analysis before we go to analyst case studies.

Topics Below

What is a business analysis case study 

Why prepare business analysis case study 

When to prepare business analysis case study

How to prepare business analysis case study

Example Business Analysis Case Studies

What is Business Analysis Case Study?

Before we try to understand, Business Analysis Case Study, let's understand the term case study and business analysis.

As per Wikipedia, a case study is:

"A case study is an in-depth, detailed examination of a particular case (or cases) within a real-world context."

For example, case studies in medicine may focus on an individual patient or ailment; case studies in business might cover a particular firm's strategy or a broader market; similarly, case studies in politics can range from a narrow happening over time like the operations of a specific political campaign, to an enormous undertaking like, world war, or more often the policy analysis of real-world problems affecting multiple stakeholders.

So, we can define Business Analysis Case Study as

"A Business Analysis case study is an in-depth, detailed examination of a particular business analysis initiative."

What is Business Analysis?

The BABOK guide defines Business Analysis as the “Practice of enabling change in an enterprise by defining needs and recommending solutions that deliver value to stakeholders”. Business Analysis helps in finding and implementing changes needed to address key business needs, which are essentially problems and opportunities in front of the organization.

Business analysis can be performed at multiple levels, such as at:

  • The enterprise level, analyzing the complete business, and understanding which aspects of the business require changes.
  • The organization level, analyzing a part of the business, and understanding which aspects of the organization require changes.
  • The process level, analyzing a specific process, understanding which aspects of the process require changes.
  • The product level, analyzing a specific product, and understanding which aspects of the product require changes.  

Why Develop Business Analyst Case Study

Business analysis case studies can be useful for multiple purposes. One of the purpose can be to document business analysis project experiences which can be used in future by other business analysts.

This also can be used to showcase an organizations capabilities in the area of business analysis. For example, as Adaptive is a business analysis consulting organization, it develops multiple business analysis case studies which show cases the work done by Adaptive business analysts for the client. You can read one such case study for a manufacturing client .

When To Develop Business Analyst Case Study

Business analysis case studies are typically prepared after a project or initiative is completed. It is good to give a little time gap before we develop the case study because the impact of a change may take a little while after the change is implemented.

Most professionals prepare business analysis case studies for projects which are successful. But it is also important to remember that not all changes are going to be successful. There are definitely failures in an organizations project history.

It is also important to document the failure case studies because the failures can teach us about what not to do in future so that risks of failures are minimized.

How To Develop A Business Analyst Case Study

Document business problem / opportunity.

In this section of the business analyst case studies, we discuss the actual problem of the business case analysis example.

ABC Technologies has grown rapidly from being a tiny organization with less than 5 projects to one running 200 projects at the same time. The number of customer escalations has gone up significantly. Profitability is getting eroded over a period of time. Significant management time is spent in fire-fighting than improving the business.

Top management estimated a loss of 10% profitability due to poor management of projects which is estimated at about 10 Million USD per annum.

Document Problem / Opportunity Analysis

For our above business problem, we captured the following analysis details.

Discussions with key stakeholders revealed the following challenges in front of ABCT management:

  • There is very little visibility of project performances to top management
  • Non-standard project reporting by various projects makes it harder for top management to assess the correct health of the project
  • Practically there is no practice of identifying risks and mitigating them
  • Project practices are largely non-standardized. Few project managers do run their projects quite well because of their personal abilities, but most struggle to do so.
  • Due to rapid growth, management has no option but to assign project management responsibilities to staff with little or no project management experience.

Document Identified Solutions 

Based on root cause analysis, management decided to initiate a project to standardize management reporting. This required the organization to implement a project management system. The organization initially short-listed 10 project management tools. After comparing the business needs, tools, their costs, management decided to go with a specific tool.

Document Implementation Plan

The purchased tool lacked integration into the organizations existing systems. The vendor and organization’s IT team developed a project plan to integrate the new system with the existing systems.

Document Performance Improvements 

After a year, the effectiveness of the project was assessed. Projects showed remarkable improvement wrt reduced customer escalations, better on-time billing, and better risk management. The system also allowed the organization to bid for larger contracts as the prospective customers demanded such a system from their suppliers. The application was further enhanced to cater to the needs of other businesses in the enterprise as they were different legal entities, and their policies were different.

Document lessons learnt

Some of the key lessons learnt during this business analysis initiative were:

1. Stakeholder buy-in in extremely important to the success of the project

2. It is always better to go with iterative approach achieve smaller milestones and then go for larger milestones

BA Case Study template

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Harvard Business Analytics Program

Designed for aspiring and established leaders in any industry, HBAP equips participants with the machine learning and data analysis tools they need to incorporate innovative tech into their business strategy, at the top levels of their organization.

The Harvard Business Analytics Program

Associated Schools

Harvard Faculty of Arts & Sciences

Harvard Faculty of Arts & Sciences

Harvard Business School

Harvard Business School

Harvard School of Engineering and Applied Sciences

Harvard School of Engineering and Applied Sciences

What you'll learn.

Capabilities in technical, analytical, and operational areas to advance your firm’s position in the global market.

Core data analysis and management skills.

How to keep up with a business world that is constantly impacted by machine learning and artificial intelligence.

An in-depth understanding of modern technologies and practices in next-generation analytics, such as blockchain, digital strategy, and AI/ML.

How to interpret your findings and use them to uncover valuable business insights.

How to apply these concepts to your organization, with a mind toward maximizing efficiencies and outcomes.

Course description

Unlike many other offerings, the Harvard Business Analytics Program features a blended format with live online and in-person components.

The Harvard Business Analytics Program consists of six core courses, two seminars, and two in-person immersions. The rigorous curriculum delivers an authentic Harvard experience and consists of entirely new courses that are frequently updated to adapt to industry changes and emerging technologies. The program can be completed in as little as nine months.

Participants who are accepted into the upcoming cohort can apply for an income-based scholarship of up to 30%. To secure the scholarship offer, participants who haven't already made an enrollment deposit must do so immediately, as scholarships are awarded on a first-come, first-served basis to a limited number of applicants.

Course Outline

Competing in the Age of AI

Artificial intelligence (AI) is revolutionizing the way today's businesses compete and operate. By putting AI and data at the center of their capabilities, companies are redefining how they create, capture, and share value—and are achieving impressive growth as a result. This course will delve into new AI-based business models and operational approaches. Through global case studies on market leaders and innovative startups in diverse industries, the course will explore a range of capabilities that can help your business succeed in today's data-driven environments. Along with learning how to unlock new growth potential, you will deepen your understanding of ethical challenges that come with leveraging massive amounts of data and sophisticated analytics. You will further examine the ethics of AI through real-world case studies that have widespread debate about issues such as academic freedom, corporate responsibility, and bias in AI systems. Recent developments in generative AI are discussed including how large language models are developed and how they can be used by individuals and businesses. Course faculty demonstrate conversing and performing data analytics with ChatGPT.

Programming and Data Systems

Combining technical guidance, analysis of real-world cases, and hands-on coding assignments each week, this initiative enables individuals to navigate technological choices effectively, even without a technical background. Covering areas such as artificial intelligence, cloud computing, networking, privacy, scalability, and security, the program places a special focus on web and mobile technologies. Participants will learn the basics of coding with SQL and Python, and be introduced to fundamental concepts in decision trees, neural networks, LLMs, other types of AI models, and generative AI in order to understand what AI can do for their organization. 

Leadership, Innovation, and Change

This course places a strong emphasis on the leader’s role in enhancing the execution of their existing strategy to outperform competitors, alongside their involvement in driving strategic innovation. We employ the congruence model that links strategy to execution through alignment of culture, people, tasks, structure, and executive leadership. Because ambidexterity requires leaders that can deal with punctuated change and paradoxical strategies, our program concludes with what we know about ambidextrous leadership and leading large system change.

Operations and Supply Chain Management

This program will focus on overseeing product availability, particularly within the dynamic landscape of swift product expansion, brief product life cycles, and interconnected networks of suppliers and customers on a global scale. The key topics examined include inventory management, distribution economics, demand forecasting, supplier management, and the potential benefits of using AI and machine learning to work with data.   

Foundations of Quantitative Analysis

This program serves as an initiation into employing statistical methodologies for tackling business challenges. Key elements of the curriculum include methods for describing and summarizing data, the fundamentals of probability, the basics of study design and data collection, and statistical inference. Data analyses, simulation, and design issues are implemented in the statistical computing package R run within the RStudio interface.

Leadership and People Analytics

Participants will develop practical skills to analyze data in a manner that compliments the frameworks and intuitions typically employed to steer their managerial decisions on people issues. Anchored in data, this program will equip participants with an analytic approach for assessing the diverse factors impacting individual, team, and organizational performance, ultimately resulting in more impactful interventions and initiatives.

Data-Driven Marketing

The once qualitative and instinct-driven aspect of business functions (think “Mad Men”) has evolved into a data-driven profession that relies on quantitative insights on how best to optimize ad creation and placement and influence consumer purchase behavior. This course focuses on the benefits that AI and machine learning bring to marketing including enhanced personalization and customization, as well as pricing optimization and automation. Participants will also learn how AI affects change management and algorithmic bias. This course will examine the ways in which marketing has changed and the new skills and capabilities needed to succeed in this function. 

Data Science Pipeline and Critical Thinking

This program will take a holistic approach to helping participants understand the key factors involved in the data science pipeline, from data collection to analysis to prediction and insight. The curriculum will expand on the application of AI in data science by looking at the role of machine learning. Topics such as large language models, supervised learning, unsupervised learning, Bayes’ Theorem, and deep learning will be explored throughout the program. Projects will give participants hands-on experience developing and running a data science pipeline to ensure that the correct business predictions are being made.

In addition to the online learning components of the program, you will have the opportunity to attend two 2.5-day, on-site and in-person immersions held at the Harvard Business School campus in Boston.

During these experiences, you'll get to engage in direct interactions with your classmates, establish connections with faculty members, and connect with influential figures in the industry during evening events. You’ll also have the chance to tour the Harvard campus and participate in hands-on guided learning exercises. Throughout your experience, you’ll gain an in-depth understanding of deep learning and neural networks, and use the HBS case method to formulate solutions to real-world business scenarios as a way to understand relevant challenges in the industry. Recent topics include fairness in algorithms, data privacy, leading transformational change, and the evolving landscape of AI.

Instructors

Karim Lakhani headshot

Karim Lakhani

Sunil Gupta

Sunil Gupta

Janice Hammond

Janice Hammond

case study analysis business

Hanspeter Pfister

Joseph Blitzstein

Joseph Blitzstein

Mark glickman.

V.G. Narayanan

V. Narayanan

Kevin rader, michael i. parzen.

Marco  Iansiti

Marco Iansiti

Henry h. leitner, margo seltzer.

Ayelet  Israeli

Ayelet Israeli

David Parkes

David Parkes

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CS50 for Lawyers

This course is a variant of Harvard University's introduction to computer science, CS50, designed especially for lawyers (and law students).

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7 Favorite Business Case Studies to Teach—and Why

Explore more.

  • Case Teaching
  • Course Materials

FEATURED CASE STUDIES

The Army Crew Team . Emily Michelle David of CEIBS

ATH Technologies . Devin Shanthikumar of Paul Merage School of Business

Fabritek 1992 . Rob Austin of Ivey Business School

Lincoln Electric Co . Karin Schnarr of Wilfrid Laurier University

Pal’s Sudden Service—Scaling an Organizational Model to Drive Growth . Gary Pisano of Harvard Business School

The United States Air Force: ‘Chaos’ in the 99th Reconnaissance Squadron . Francesca Gino of Harvard Business School

Warren E. Buffett, 2015 . Robert F. Bruner of Darden School of Business

To dig into what makes a compelling case study, we asked seven experienced educators who teach with—and many who write—business case studies: “What is your favorite case to teach and why?”

The resulting list of case study favorites ranges in topics from operations management and organizational structure to rebel leaders and whodunnit dramas.

1. The Army Crew Team

Emily Michelle David, Assistant Professor of Management, China Europe International Business School (CEIBS)

case study analysis business

“I love teaching  The Army Crew Team  case because it beautifully demonstrates how a team can be so much less than the sum of its parts.

I deliver the case to executives in a nearby state-of-the-art rowing facility that features rowing machines, professional coaches, and shiny red eight-person shells.

After going through the case, they hear testimonies from former members of Chinese national crew teams before carrying their own boat to the river for a test race.

The rich learning environment helps to vividly underscore one of the case’s core messages: competition can be a double-edged sword if not properly managed.

Executives in Emily Michelle David’s organizational behavior class participate in rowing activities at a nearby facility as part of her case delivery.

Despite working for an elite headhunting firm, the executives in my most recent class were surprised to realize how much they’ve allowed their own team-building responsibilities to lapse. In the MBA pre-course, this case often leads to a rich discussion about common traps that newcomers fall into (for example, trying to do too much, too soon), which helps to poise them to both stand out in the MBA as well as prepare them for the lateral team building they will soon engage in.

Finally, I love that the post-script always gets a good laugh and serves as an early lesson that organizational behavior courses will seldom give you foolproof solutions for specific problems but will, instead, arm you with the ability to think through issues more critically.”

2. ATH Technologies

Devin Shanthikumar, Associate Professor of Accounting, Paul Merage School of Business

case study analysis business

“As a professor at UC Irvine’s Paul Merage School of Business, and before that at Harvard Business School, I have probably taught over 100 cases. I would like to say that my favorite case is my own,   Compass Box Whisky Company . But as fun as that case is, one case beats it:  ATH Technologies  by Robert Simons and Jennifer Packard.

ATH presents a young entrepreneurial company that is bought by a much larger company. As part of the merger, ATH gets an ‘earn-out’ deal—common among high-tech industries. The company, and the class, must decide what to do to achieve the stretch earn-out goals.

ATH captures a scenario we all want to be in at some point in our careers—being part of a young, exciting, growing organization. And a scenario we all will likely face—having stretch goals that seem almost unreachable.

It forces us, as a class, to really struggle with what to do at each stage.

After we read and discuss the A case, we find out what happens next, and discuss the B case, then the C, then D, and even E. At every stage, we can:

see how our decisions play out,

figure out how to build on our successes, and

address our failures.

The case is exciting, the class discussion is dynamic and energetic, and in the end, we all go home with a memorable ‘ah-ha!’ moment.

I have taught many great cases over my career, but none are quite as fun, memorable, and effective as ATH .”

3. Fabritek 1992

Rob Austin, Professor of Information Systems, Ivey Business School

case study analysis business

“This might seem like an odd choice, but my favorite case to teach is an old operations case called  Fabritek 1992 .

The latest version of Fabritek 1992 is dated 2009, but it is my understanding that this is a rewrite of a case that is older (probably much older). There is a Fabritek 1969 in the HBP catalog—same basic case, older dates, and numbers. That 1969 version lists no authors, so I suspect the case goes even further back; the 1969 version is, I’m guessing, a rewrite of an even older version.

There are many things I appreciate about the case. Here are a few:

It operates as a learning opportunity at many levels. At first it looks like a not-very-glamorous production job scheduling case. By the end of the case discussion, though, we’re into (operations) strategy and more. It starts out technical, then explodes into much broader relevance. As I tell participants when I’m teaching HBP's Teaching with Cases seminars —where I often use Fabritek as an example—when people first encounter this case, they almost always underestimate it.

It has great characters—especially Arthur Moreno, who looks like a troublemaker, but who, discussion reveals, might just be the smartest guy in the factory. Alums of the Harvard MBA program have told me that they remember Arthur Moreno many years later.

Almost every word in the case is important. It’s only four and a half pages of text and three pages of exhibits. This economy of words and sparsity of style have always seemed like poetry to me. I should note that this super concise, every-word-matters approach is not the ideal we usually aspire to when we write cases. Often, we include extra or superfluous information because part of our teaching objective is to provide practice in separating what matters from what doesn’t in a case. Fabritek takes a different approach, though, which fits it well.

It has a dramatic structure. It unfolds like a detective story, a sort of whodunnit. Something is wrong. There is a quality problem, and we’re not sure who or what is responsible. One person, Arthur Moreno, looks very guilty (probably too obviously guilty), but as we dig into the situation, there are many more possibilities. We spend in-class time analyzing the data (there’s a bit of math, so it covers that base, too) to determine which hypotheses are best supported by the data. And, realistically, the data doesn’t support any of the hypotheses perfectly, just some of them more than others. Also, there’s a plot twist at the end (I won’t reveal it, but here’s a hint: Arthur Moreno isn’t nearly the biggest problem in the final analysis). I have had students tell me the surprising realization at the end of the discussion gives them ‘goosebumps.’

Finally, through the unexpected plot twist, it imparts what I call a ‘wisdom lesson’ to young managers: not to be too sure of themselves and to regard the experiences of others, especially experts out on the factory floor, with great seriousness.”

4. Lincoln Electric Co.

Karin Schnarr, Assistant Professor of Policy, Wilfrid Laurier University

case study analysis business

“As a strategy professor, my favorite case to teach is the classic 1975 Harvard case  Lincoln Electric Co.  by Norman Berg.

I use it to demonstrate to students the theory linkage between strategy and organizational structure, management processes, and leadership behavior.

This case may be an odd choice for a favorite. It occurs decades before my students were born. It is pages longer than we are told students are now willing to read. It is about manufacturing arc welding equipment in Cleveland, Ohio—a hard sell for a Canadian business classroom.

Yet, I have never come across a case that so perfectly illustrates what I want students to learn about how a company can be designed from an organizational perspective to successfully implement its strategy.

And in a time where so much focus continues to be on how to maximize shareholder value, it is refreshing to be able to discuss a publicly-traded company that is successfully pursuing a strategy that provides a fair value to shareholders while distributing value to employees through a large bonus pool, as well as value to customers by continually lowering prices.

However, to make the case resonate with today’s students, I work to make it relevant to the contemporary business environment. I link the case to multimedia clips about Lincoln Electric’s current manufacturing practices, processes, and leadership practices. My students can then see that a model that has been in place for generations is still viable and highly successful, even in our very different competitive situation.”

5. Pal’s Sudden Service—Scaling an Organizational Model to Drive Growth

Gary Pisano, Professor of Business Administration, Harvard Business School

case study analysis business

“My favorite case to teach these days is  Pal’s Sudden Service—Scaling an Organizational Model to Drive Growth .

I love teaching this case for three reasons:

1. It demonstrates how a company in a super-tough, highly competitive business can do very well by focusing on creating unique operating capabilities. In theory, Pal’s should have no chance against behemoths like McDonalds or Wendy’s—but it thrives because it has built a unique operating system. It’s a great example of a strategic approach to operations in action.

2. The case shows how a strategic approach to human resource and talent development at all levels really matters. This company competes in an industry not known for engaging its front-line workers. The case shows how engaging these workers can really pay off.

3. Finally, Pal’s is really unusual in its approach to growth. Most companies set growth goals (usually arbitrary ones) and then try to figure out how to ‘backfill’ the human resource and talent management gaps. They trust you can always find someone to do the job. Pal’s tackles the growth problem completely the other way around. They rigorously select and train their future managers. Only when they have a manager ready to take on their own store do they open a new one. They pace their growth off their capacity to develop talent. I find this really fascinating and so do the students I teach this case to.”

6. The United States Air Force: ‘Chaos’ in the 99th Reconnaissance Squadron

Francesca Gino, Professor of Business Administration, Harvard Business School

case study analysis business

“My favorite case to teach is  The United States Air Force: ‘Chaos’ in the 99th Reconnaissance Squadron .

The case surprises students because it is about a leader, known in the unit by the nickname Chaos , who inspired his squadron to be innovative and to change in a culture that is all about not rocking the boat, and where there is a deep sense that rules should simply be followed.

For years, I studied ‘rebels,’ people who do not accept the status quo; rather, they approach work with curiosity and produce positive change in their organizations. Chaos is a rebel leader who got the level of cultural change right. Many of the leaders I’ve met over the years complain about the ‘corporate culture,’ or at least point to clear weaknesses of it; but then they throw their hands up in the air and forget about changing what they can.

Chaos is different—he didn’t go after the ‘Air Force’ culture. That would be like boiling the ocean.

Instead, he focused on his unit of control and command: The 99th squadron. He focused on enabling that group to do what it needed to do within the confines of the bigger Air Force culture. In the process, he inspired everyone on his team to be the best they can be at work.

The case leaves the classroom buzzing and inspired to take action.”

7. Warren E. Buffett, 2015

Robert F. Bruner, Professor of Business Administration, Darden School of Business

case study analysis business

“I love teaching   Warren E. Buffett, 2015  because it energizes, exercises, and surprises students.

Buffett looms large in the business firmament and therefore attracts anyone who is eager to learn his secrets for successful investing. This generates the kind of energy that helps to break the ice among students and instructors early in a course and to lay the groundwork for good case discussion practices.

Studying Buffett’s approach to investing helps to introduce and exercise important themes that will resonate throughout a course. The case challenges students to define for themselves what it means to create value. The case discussion can easily be tailored for novices or for more advanced students.

Either way, this is not hero worship: The case affords a critical examination of the financial performance of Buffett’s firm, Berkshire Hathaway, and reveals both triumphs and stumbles. Most importantly, students can critique the purported benefits of Buffett’s conglomeration strategy and the sustainability of his investment record as the size of the firm grows very large.

By the end of the class session, students seem surprised with what they have discovered. They buzz over the paradoxes in Buffett’s philosophy and performance record. And they come away with sober respect for Buffett’s acumen and for the challenges of creating value for investors.

Surely, such sobriety is a meta-message for any mastery of finance.”

More Educator Favorites

case study analysis business

Emily Michelle David is an assistant professor of management at China Europe International Business School (CEIBS). Her current research focuses on discovering how to make workplaces more welcoming for people of all backgrounds and personality profiles to maximize performance and avoid employee burnout. David’s work has been published in a number of scholarly journals, and she has worked as an in-house researcher at both NASA and the M.D. Anderson Cancer Center.

case study analysis business

Devin Shanthikumar  is an associate professor and the accounting area coordinator at UCI Paul Merage School of Business. She teaches undergraduate, MBA, and executive-level courses in managerial accounting. Shanthikumar previously served on the faculty at Harvard Business School, where she taught both financial accounting and managerial accounting for MBAs, and wrote cases that are used in accounting courses across the country.

case study analysis business

Robert D. Austin is a professor of information systems at Ivey Business School and an affiliated faculty member at Harvard Medical School. He has published widely, authoring nine books, more than 50 cases and notes, three Harvard online products, and two popular massive open online courses (MOOCs) running on the Coursera platform.

case study analysis business

Karin Schnarr is an assistant professor of policy and the director of the Bachelor of Business Administration (BBA) program at the Lazaridis School of Business & Economics at Wilfrid Laurier University in Waterloo, Ontario, Canada where she teaches strategic management at the undergraduate, graduate, and executive levels. Schnarr has published several award-winning and best-selling cases and regularly presents at international conferences on case writing and scholarship.

case study analysis business

Gary P. Pisano is the Harry E. Figgie, Jr. Professor of Business Administration and senior associate dean of faculty development at Harvard Business School, where he has been on the faculty since 1988. Pisano is an expert in the fields of technology and operations strategy, the management of innovation, and competitive strategy. His research and consulting experience span a range of industries including aerospace, biotechnology, pharmaceuticals, specialty chemicals, health care, nutrition, computers, software, telecommunications, and semiconductors.

case study analysis business

Francesca Gino studies how people can have more productive, creative, and fulfilling lives. She is a professor at Harvard Business School and the author, most recently, of  Rebel Talent: Why It Pays to Break the Rules at Work and in Life . Gino regularly gives keynote speeches, delivers corporate training programs, and serves in advisory roles for firms and not-for-profit organizations across the globe.

case study analysis business

Robert F. Bruner is a university professor at the University of Virginia, distinguished professor of business administration, and dean emeritus of the Darden School of Business. He has also held visiting appointments at Harvard and Columbia universities in the United States, at INSEAD in France, and at IESE in Spain. He is the author, co-author, or editor of more than 20 books on finance, management, and teaching. Currently, he teaches and writes in finance and management.

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case study analysis business

Organizing Your Social Sciences Research Assignments

  • Annotated Bibliography
  • Analyzing a Scholarly Journal Article
  • Group Presentations
  • Dealing with Nervousness
  • Using Visual Aids
  • Grading Someone Else's Paper
  • Types of Structured Group Activities
  • Group Project Survival Skills
  • Leading a Class Discussion
  • Multiple Book Review Essay
  • Reviewing Collected Works
  • Writing a Case Analysis Paper
  • Writing a Case Study
  • About Informed Consent
  • Writing Field Notes
  • Writing a Policy Memo
  • Writing a Reflective Paper
  • Writing a Research Proposal
  • Generative AI and Writing
  • Acknowledgments

Definition and Introduction

Case analysis is a problem-based teaching and learning method that involves critically analyzing complex scenarios within an organizational setting for the purpose of placing the student in a “real world” situation and applying reflection and critical thinking skills to contemplate appropriate solutions, decisions, or recommended courses of action. It is considered a more effective teaching technique than in-class role playing or simulation activities. The analytical process is often guided by questions provided by the instructor that ask students to contemplate relationships between the facts and critical incidents described in the case.

Cases generally include both descriptive and statistical elements and rely on students applying abductive reasoning to develop and argue for preferred or best outcomes [i.e., case scenarios rarely have a single correct or perfect answer based on the evidence provided]. Rather than emphasizing theories or concepts, case analysis assignments emphasize building a bridge of relevancy between abstract thinking and practical application and, by so doing, teaches the value of both within a specific area of professional practice.

Given this, the purpose of a case analysis paper is to present a structured and logically organized format for analyzing the case situation. It can be assigned to students individually or as a small group assignment and it may include an in-class presentation component. Case analysis is predominately taught in economics and business-related courses, but it is also a method of teaching and learning found in other applied social sciences disciplines, such as, social work, public relations, education, journalism, and public administration.

Ellet, William. The Case Study Handbook: A Student's Guide . Revised Edition. Boston, MA: Harvard Business School Publishing, 2018; Christoph Rasche and Achim Seisreiner. Guidelines for Business Case Analysis . University of Potsdam; Writing a Case Analysis . Writing Center, Baruch College; Volpe, Guglielmo. "Case Teaching in Economics: History, Practice and Evidence." Cogent Economics and Finance 3 (December 2015). doi:https://doi.org/10.1080/23322039.2015.1120977.

How to Approach Writing a Case Analysis Paper

The organization and structure of a case analysis paper can vary depending on the organizational setting, the situation, and how your professor wants you to approach the assignment. Nevertheless, preparing to write a case analysis paper involves several important steps. As Hawes notes, a case analysis assignment “...is useful in developing the ability to get to the heart of a problem, analyze it thoroughly, and to indicate the appropriate solution as well as how it should be implemented” [p.48]. This statement encapsulates how you should approach preparing to write a case analysis paper.

Before you begin to write your paper, consider the following analytical procedures:

  • Review the case to get an overview of the situation . A case can be only a few pages in length, however, it is most often very lengthy and contains a significant amount of detailed background information and statistics, with multilayered descriptions of the scenario, the roles and behaviors of various stakeholder groups, and situational events. Therefore, a quick reading of the case will help you gain an overall sense of the situation and illuminate the types of issues and problems that you will need to address in your paper. If your professor has provided questions intended to help frame your analysis, use them to guide your initial reading of the case.
  • Read the case thoroughly . After gaining a general overview of the case, carefully read the content again with the purpose of understanding key circumstances, events, and behaviors among stakeholder groups. Look for information or data that appears contradictory, extraneous, or misleading. At this point, you should be taking notes as you read because this will help you develop a general outline of your paper. The aim is to obtain a complete understanding of the situation so that you can begin contemplating tentative answers to any questions your professor has provided or, if they have not provided, developing answers to your own questions about the case scenario and its connection to the course readings,lectures, and class discussions.
  • Determine key stakeholder groups, issues, and events and the relationships they all have to each other . As you analyze the content, pay particular attention to identifying individuals, groups, or organizations described in the case and identify evidence of any problems or issues of concern that impact the situation in a negative way. Other things to look for include identifying any assumptions being made by or about each stakeholder, potential biased explanations or actions, explicit demands or ultimatums , and the underlying concerns that motivate these behaviors among stakeholders. The goal at this stage is to develop a comprehensive understanding of the situational and behavioral dynamics of the case and the explicit and implicit consequences of each of these actions.
  • Identify the core problems . The next step in most case analysis assignments is to discern what the core [i.e., most damaging, detrimental, injurious] problems are within the organizational setting and to determine their implications. The purpose at this stage of preparing to write your analysis paper is to distinguish between the symptoms of core problems and the core problems themselves and to decide which of these must be addressed immediately and which problems do not appear critical but may escalate over time. Identify evidence from the case to support your decisions by determining what information or data is essential to addressing the core problems and what information is not relevant or is misleading.
  • Explore alternative solutions . As noted, case analysis scenarios rarely have only one correct answer. Therefore, it is important to keep in mind that the process of analyzing the case and diagnosing core problems, while based on evidence, is a subjective process open to various avenues of interpretation. This means that you must consider alternative solutions or courses of action by critically examining strengths and weaknesses, risk factors, and the differences between short and long-term solutions. For each possible solution or course of action, consider the consequences they may have related to their implementation and how these recommendations might lead to new problems. Also, consider thinking about your recommended solutions or courses of action in relation to issues of fairness, equity, and inclusion.
  • Decide on a final set of recommendations . The last stage in preparing to write a case analysis paper is to assert an opinion or viewpoint about the recommendations needed to help resolve the core problems as you see them and to make a persuasive argument for supporting this point of view. Prepare a clear rationale for your recommendations based on examining each element of your analysis. Anticipate possible obstacles that could derail their implementation. Consider any counter-arguments that could be made concerning the validity of your recommended actions. Finally, describe a set of criteria and measurable indicators that could be applied to evaluating the effectiveness of your implementation plan.

Use these steps as the framework for writing your paper. Remember that the more detailed you are in taking notes as you critically examine each element of the case, the more information you will have to draw from when you begin to write. This will save you time.

NOTE : If the process of preparing to write a case analysis paper is assigned as a student group project, consider having each member of the group analyze a specific element of the case, including drafting answers to the corresponding questions used by your professor to frame the analysis. This will help make the analytical process more efficient and ensure that the distribution of work is equitable. This can also facilitate who is responsible for drafting each part of the final case analysis paper and, if applicable, the in-class presentation.

Framework for Case Analysis . College of Management. University of Massachusetts; Hawes, Jon M. "Teaching is Not Telling: The Case Method as a Form of Interactive Learning." Journal for Advancement of Marketing Education 5 (Winter 2004): 47-54; Rasche, Christoph and Achim Seisreiner. Guidelines for Business Case Analysis . University of Potsdam; Writing a Case Study Analysis . University of Arizona Global Campus Writing Center; Van Ness, Raymond K. A Guide to Case Analysis . School of Business. State University of New York, Albany; Writing a Case Analysis . Business School, University of New South Wales.

Structure and Writing Style

A case analysis paper should be detailed, concise, persuasive, clearly written, and professional in tone and in the use of language . As with other forms of college-level academic writing, declarative statements that convey information, provide a fact, or offer an explanation or any recommended courses of action should be based on evidence. If allowed by your professor, any external sources used to support your analysis, such as course readings, should be properly cited under a list of references. The organization and structure of case analysis papers can vary depending on your professor’s preferred format, but its structure generally follows the steps used for analyzing the case.

Introduction

The introduction should provide a succinct but thorough descriptive overview of the main facts, issues, and core problems of the case . The introduction should also include a brief summary of the most relevant details about the situation and organizational setting. This includes defining the theoretical framework or conceptual model on which any questions were used to frame your analysis.

Following the rules of most college-level research papers, the introduction should then inform the reader how the paper will be organized. This includes describing the major sections of the paper and the order in which they will be presented. Unless you are told to do so by your professor, you do not need to preview your final recommendations in the introduction. U nlike most college-level research papers , the introduction does not include a statement about the significance of your findings because a case analysis assignment does not involve contributing new knowledge about a research problem.

Background Analysis

Background analysis can vary depending on any guiding questions provided by your professor and the underlying concept or theory that the case is based upon. In general, however, this section of your paper should focus on:

  • Providing an overarching analysis of problems identified from the case scenario, including identifying events that stakeholders find challenging or troublesome,
  • Identifying assumptions made by each stakeholder and any apparent biases they may exhibit,
  • Describing any demands or claims made by or forced upon key stakeholders, and
  • Highlighting any issues of concern or complaints expressed by stakeholders in response to those demands or claims.

These aspects of the case are often in the form of behavioral responses expressed by individuals or groups within the organizational setting. However, note that problems in a case situation can also be reflected in data [or the lack thereof] and in the decision-making, operational, cultural, or institutional structure of the organization. Additionally, demands or claims can be either internal and external to the organization [e.g., a case analysis involving a president considering arms sales to Saudi Arabia could include managing internal demands from White House advisors as well as demands from members of Congress].

Throughout this section, present all relevant evidence from the case that supports your analysis. Do not simply claim there is a problem, an assumption, a demand, or a concern; tell the reader what part of the case informed how you identified these background elements.

Identification of Problems

In most case analysis assignments, there are problems, and then there are problems . Each problem can reflect a multitude of underlying symptoms that are detrimental to the interests of the organization. The purpose of identifying problems is to teach students how to differentiate between problems that vary in severity, impact, and relative importance. Given this, problems can be described in three general forms: those that must be addressed immediately, those that should be addressed but the impact is not severe, and those that do not require immediate attention and can be set aside for the time being.

All of the problems you identify from the case should be identified in this section of your paper, with a description based on evidence explaining the problem variances. If the assignment asks you to conduct research to further support your assessment of the problems, include this in your explanation. Remember to cite those sources in a list of references. Use specific evidence from the case and apply appropriate concepts, theories, and models discussed in class or in relevant course readings to highlight and explain the key problems [or problem] that you believe must be solved immediately and describe the underlying symptoms and why they are so critical.

Alternative Solutions

This section is where you provide specific, realistic, and evidence-based solutions to the problems you have identified and make recommendations about how to alleviate the underlying symptomatic conditions impacting the organizational setting. For each solution, you must explain why it was chosen and provide clear evidence to support your reasoning. This can include, for example, course readings and class discussions as well as research resources, such as, books, journal articles, research reports, or government documents. In some cases, your professor may encourage you to include personal, anecdotal experiences as evidence to support why you chose a particular solution or set of solutions. Using anecdotal evidence helps promote reflective thinking about the process of determining what qualifies as a core problem and relevant solution .

Throughout this part of the paper, keep in mind the entire array of problems that must be addressed and describe in detail the solutions that might be implemented to resolve these problems.

Recommended Courses of Action

In some case analysis assignments, your professor may ask you to combine the alternative solutions section with your recommended courses of action. However, it is important to know the difference between the two. A solution refers to the answer to a problem. A course of action refers to a procedure or deliberate sequence of activities adopted to proactively confront a situation, often in the context of accomplishing a goal. In this context, proposed courses of action are based on your analysis of alternative solutions. Your description and justification for pursuing each course of action should represent the overall plan for implementing your recommendations.

For each course of action, you need to explain the rationale for your recommendation in a way that confronts challenges, explains risks, and anticipates any counter-arguments from stakeholders. Do this by considering the strengths and weaknesses of each course of action framed in relation to how the action is expected to resolve the core problems presented, the possible ways the action may affect remaining problems, and how the recommended action will be perceived by each stakeholder.

In addition, you should describe the criteria needed to measure how well the implementation of these actions is working and explain which individuals or groups are responsible for ensuring your recommendations are successful. In addition, always consider the law of unintended consequences. Outline difficulties that may arise in implementing each course of action and describe how implementing the proposed courses of action [either individually or collectively] may lead to new problems [both large and small].

Throughout this section, you must consider the costs and benefits of recommending your courses of action in relation to uncertainties or missing information and the negative consequences of success.

The conclusion should be brief and introspective. Unlike a research paper, the conclusion in a case analysis paper does not include a summary of key findings and their significance, a statement about how the study contributed to existing knowledge, or indicate opportunities for future research.

Begin by synthesizing the core problems presented in the case and the relevance of your recommended solutions. This can include an explanation of what you have learned about the case in the context of your answers to the questions provided by your professor. The conclusion is also where you link what you learned from analyzing the case with the course readings or class discussions. This can further demonstrate your understanding of the relationships between the practical case situation and the theoretical and abstract content of assigned readings and other course content.

Problems to Avoid

The literature on case analysis assignments often includes examples of difficulties students have with applying methods of critical analysis and effectively reporting the results of their assessment of the situation. A common reason cited by scholars is that the application of this type of teaching and learning method is limited to applied fields of social and behavioral sciences and, as a result, writing a case analysis paper can be unfamiliar to most students entering college.

After you have drafted your paper, proofread the narrative flow and revise any of these common errors:

  • Unnecessary detail in the background section . The background section should highlight the essential elements of the case based on your analysis. Focus on summarizing the facts and highlighting the key factors that become relevant in the other sections of the paper by eliminating any unnecessary information.
  • Analysis relies too much on opinion . Your analysis is interpretive, but the narrative must be connected clearly to evidence from the case and any models and theories discussed in class or in course readings. Any positions or arguments you make should be supported by evidence.
  • Analysis does not focus on the most important elements of the case . Your paper should provide a thorough overview of the case. However, the analysis should focus on providing evidence about what you identify are the key events, stakeholders, issues, and problems. Emphasize what you identify as the most critical aspects of the case to be developed throughout your analysis. Be thorough but succinct.
  • Writing is too descriptive . A paper with too much descriptive information detracts from your analysis of the complexities of the case situation. Questions about what happened, where, when, and by whom should only be included as essential information leading to your examination of questions related to why, how, and for what purpose.
  • Inadequate definition of a core problem and associated symptoms . A common error found in case analysis papers is recommending a solution or course of action without adequately defining or demonstrating that you understand the problem. Make sure you have clearly described the problem and its impact and scope within the organizational setting. Ensure that you have adequately described the root causes w hen describing the symptoms of the problem.
  • Recommendations lack specificity . Identify any use of vague statements and indeterminate terminology, such as, “A particular experience” or “a large increase to the budget.” These statements cannot be measured and, as a result, there is no way to evaluate their successful implementation. Provide specific data and use direct language in describing recommended actions.
  • Unrealistic, exaggerated, or unattainable recommendations . Review your recommendations to ensure that they are based on the situational facts of the case. Your recommended solutions and courses of action must be based on realistic assumptions and fit within the constraints of the situation. Also note that the case scenario has already happened, therefore, any speculation or arguments about what could have occurred if the circumstances were different should be revised or eliminated.

Bee, Lian Song et al. "Business Students' Perspectives on Case Method Coaching for Problem-Based Learning: Impacts on Student Engagement and Learning Performance in Higher Education." Education & Training 64 (2022): 416-432; The Case Analysis . Fred Meijer Center for Writing and Michigan Authors. Grand Valley State University; Georgallis, Panikos and Kayleigh Bruijn. "Sustainability Teaching using Case-Based Debates." Journal of International Education in Business 15 (2022): 147-163; Hawes, Jon M. "Teaching is Not Telling: The Case Method as a Form of Interactive Learning." Journal for Advancement of Marketing Education 5 (Winter 2004): 47-54; Georgallis, Panikos, and Kayleigh Bruijn. "Sustainability Teaching Using Case-based Debates." Journal of International Education in Business 15 (2022): 147-163; .Dean,  Kathy Lund and Charles J. Fornaciari. "How to Create and Use Experiential Case-Based Exercises in a Management Classroom." Journal of Management Education 26 (October 2002): 586-603; Klebba, Joanne M. and Janet G. Hamilton. "Structured Case Analysis: Developing Critical Thinking Skills in a Marketing Case Course." Journal of Marketing Education 29 (August 2007): 132-137, 139; Klein, Norman. "The Case Discussion Method Revisited: Some Questions about Student Skills." Exchange: The Organizational Behavior Teaching Journal 6 (November 1981): 30-32; Mukherjee, Arup. "Effective Use of In-Class Mini Case Analysis for Discovery Learning in an Undergraduate MIS Course." The Journal of Computer Information Systems 40 (Spring 2000): 15-23; Pessoa, Silviaet al. "Scaffolding the Case Analysis in an Organizational Behavior Course: Making Analytical Language Explicit." Journal of Management Education 46 (2022): 226-251: Ramsey, V. J. and L. D. Dodge. "Case Analysis: A Structured Approach." Exchange: The Organizational Behavior Teaching Journal 6 (November 1981): 27-29; Schweitzer, Karen. "How to Write and Format a Business Case Study." ThoughtCo. https://www.thoughtco.com/how-to-write-and-format-a-business-case-study-466324 (accessed December 5, 2022); Reddy, C. D. "Teaching Research Methodology: Everything's a Case." Electronic Journal of Business Research Methods 18 (December 2020): 178-188; Volpe, Guglielmo. "Case Teaching in Economics: History, Practice and Evidence." Cogent Economics and Finance 3 (December 2015). doi:https://doi.org/10.1080/23322039.2015.1120977.

Writing Tip

Ca se Study and Case Analysis Are Not the Same!

Confusion often exists between what it means to write a paper that uses a case study research design and writing a paper that analyzes a case; they are two different types of approaches to learning in the social and behavioral sciences. Professors as well as educational researchers contribute to this confusion because they often use the term "case study" when describing the subject of analysis for a case analysis paper. But you are not studying a case for the purpose of generating a comprehensive, multi-faceted understanding of a research problem. R ather, you are critically analyzing a specific scenario to argue logically for recommended solutions and courses of action that lead to optimal outcomes applicable to professional practice.

To avoid any confusion, here are twelve characteristics that delineate the differences between writing a paper using the case study research method and writing a case analysis paper:

  • Case study is a method of in-depth research and rigorous inquiry ; case analysis is a reliable method of teaching and learning . A case study is a modality of research that investigates a phenomenon for the purpose of creating new knowledge, solving a problem, or testing a hypothesis using empirical evidence derived from the case being studied. Often, the results are used to generalize about a larger population or within a wider context. The writing adheres to the traditional standards of a scholarly research study. A case analysis is a pedagogical tool used to teach students how to reflect and think critically about a practical, real-life problem in an organizational setting.
  • The researcher is responsible for identifying the case to study; a case analysis is assigned by your professor . As the researcher, you choose the case study to investigate in support of obtaining new knowledge and understanding about the research problem. The case in a case analysis assignment is almost always provided, and sometimes written, by your professor and either given to every student in class to analyze individually or to a small group of students, or students select a case to analyze from a predetermined list.
  • A case study is indeterminate and boundless; a case analysis is predetermined and confined . A case study can be almost anything [see item 9 below] as long as it relates directly to examining the research problem. This relationship is the only limit to what a researcher can choose as the subject of their case study. The content of a case analysis is determined by your professor and its parameters are well-defined and limited to elucidating insights of practical value applied to practice.
  • Case study is fact-based and describes actual events or situations; case analysis can be entirely fictional or adapted from an actual situation . The entire content of a case study must be grounded in reality to be a valid subject of investigation in an empirical research study. A case analysis only needs to set the stage for critically examining a situation in practice and, therefore, can be entirely fictional or adapted, all or in-part, from an actual situation.
  • Research using a case study method must adhere to principles of intellectual honesty and academic integrity; a case analysis scenario can include misleading or false information . A case study paper must report research objectively and factually to ensure that any findings are understood to be logically correct and trustworthy. A case analysis scenario may include misleading or false information intended to deliberately distract from the central issues of the case. The purpose is to teach students how to sort through conflicting or useless information in order to come up with the preferred solution. Any use of misleading or false information in academic research is considered unethical.
  • Case study is linked to a research problem; case analysis is linked to a practical situation or scenario . In the social sciences, the subject of an investigation is most often framed as a problem that must be researched in order to generate new knowledge leading to a solution. Case analysis narratives are grounded in real life scenarios for the purpose of examining the realities of decision-making behavior and processes within organizational settings. A case analysis assignments include a problem or set of problems to be analyzed. However, the goal is centered around the act of identifying and evaluating courses of action leading to best possible outcomes.
  • The purpose of a case study is to create new knowledge through research; the purpose of a case analysis is to teach new understanding . Case studies are a choice of methodological design intended to create new knowledge about resolving a research problem. A case analysis is a mode of teaching and learning intended to create new understanding and an awareness of uncertainty applied to practice through acts of critical thinking and reflection.
  • A case study seeks to identify the best possible solution to a research problem; case analysis can have an indeterminate set of solutions or outcomes . Your role in studying a case is to discover the most logical, evidence-based ways to address a research problem. A case analysis assignment rarely has a single correct answer because one of the goals is to force students to confront the real life dynamics of uncertainly, ambiguity, and missing or conflicting information within professional practice. Under these conditions, a perfect outcome or solution almost never exists.
  • Case study is unbounded and relies on gathering external information; case analysis is a self-contained subject of analysis . The scope of a case study chosen as a method of research is bounded. However, the researcher is free to gather whatever information and data is necessary to investigate its relevance to understanding the research problem. For a case analysis assignment, your professor will often ask you to examine solutions or recommended courses of action based solely on facts and information from the case.
  • Case study can be a person, place, object, issue, event, condition, or phenomenon; a case analysis is a carefully constructed synopsis of events, situations, and behaviors . The research problem dictates the type of case being studied and, therefore, the design can encompass almost anything tangible as long as it fulfills the objective of generating new knowledge and understanding. A case analysis is in the form of a narrative containing descriptions of facts, situations, processes, rules, and behaviors within a particular setting and under a specific set of circumstances.
  • Case study can represent an open-ended subject of inquiry; a case analysis is a narrative about something that has happened in the past . A case study is not restricted by time and can encompass an event or issue with no temporal limit or end. For example, the current war in Ukraine can be used as a case study of how medical personnel help civilians during a large military conflict, even though circumstances around this event are still evolving. A case analysis can be used to elicit critical thinking about current or future situations in practice, but the case itself is a narrative about something finite and that has taken place in the past.
  • Multiple case studies can be used in a research study; case analysis involves examining a single scenario . Case study research can use two or more cases to examine a problem, often for the purpose of conducting a comparative investigation intended to discover hidden relationships, document emerging trends, or determine variations among different examples. A case analysis assignment typically describes a stand-alone, self-contained situation and any comparisons among cases are conducted during in-class discussions and/or student presentations.

The Case Analysis . Fred Meijer Center for Writing and Michigan Authors. Grand Valley State University; Mills, Albert J. , Gabrielle Durepos, and Eiden Wiebe, editors. Encyclopedia of Case Study Research . Thousand Oaks, CA: SAGE Publications, 2010; Ramsey, V. J. and L. D. Dodge. "Case Analysis: A Structured Approach." Exchange: The Organizational Behavior Teaching Journal 6 (November 1981): 27-29; Yin, Robert K. Case Study Research and Applications: Design and Methods . 6th edition. Thousand Oaks, CA: Sage, 2017; Crowe, Sarah et al. “The Case Study Approach.” BMC Medical Research Methodology 11 (2011):  doi: 10.1186/1471-2288-11-100; Yin, Robert K. Case Study Research: Design and Methods . 4th edition. Thousand Oaks, CA: Sage Publishing; 1994.

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10 Business Analytics Case Studies [2024]

In today’s data-driven world, the strategic application of business analytics stands as a cornerstone for enterprise success across various industries. From retail giants optimizing inventory through predictive algorithms to healthcare systems enhancing patient care with personalized treatments, the transformative power of business analytics is undeniable. This compilation of ten business analytics case studies showcases how leading companies leverage data to drive decision-making, streamline operations, and deliver unprecedented value to customers. Each case study reveals unique insights into the practical challenges and innovative solutions that define cutting-edge business strategy, offering a window into the profound impact of data analytics in shaping global business landscapes.

Related: Business Analytics Vs. Data Analytics

Case Study 1: Walmart’s Inventory Management

Predictive Analytics for Inventory Efficiency

Walmart employs sophisticated predictive analytics to manage and optimize inventory across its extensive network of stores globally. This system uses historical sales data, weather predictions, and trending consumer behavior to forecast demand accurately. Walmart’s approach allows for dynamic adjustment of stock levels, ensuring that each store has just the right amount of inventory. This reduces the cost associated with excess inventory and minimizes instances of stockouts, thereby enhancing customer satisfaction.

Real-Time Data Integration for Strategic Decisions

The integration of real-time data from various sources, including point-of-sale systems, online transactions, and external market dynamics, enables Walmart to respond swiftly to changing market conditions. This commitment to security helps reduce risks and strengthens consumer confidence and trust in the brand, which is essential for retaining customers and ensuring satisfaction in the competitive financial services market. By leveraging this data, Walmart can launch targeted promotions and adjust pricing strategically to maximize sales and profitability, showcasing the power of real-time analytics in retail operations.

Case Study 2: UnitedHealth Group’s Predictive Analytics in Healthcare

Enhancing Patient Outcomes with Predictive Models

UnitedHealth Group utilizes predictive analytics to improve patient care within its network significantly. The healthcare provider can identify patients at risk of developing chronic diseases or those likely to experience rehospitalization by analyzing extensive datasets that include patient medical histories, treatment outcomes, and lifestyle choices. This proactive approach allows for early intervention through customized care plans, which enhances patient outcomes and optimizes resource allocation within the healthcare system.

Data-Driven Healthcare Management

UnitedHealth’s analytics capabilities extend to managing healthcare costs and improving service delivery. They can better manage staffing and resource needs by leveraging data to predict patient admission rates and peak times for different treatments. Furthermore, predictive analytics aids in developing new health services and programs that target the specific requirements of their patient population, leading to more efficient healthcare delivery and reduced operational costs. This strategic use of data ensures that patients receive the right care at the right time, enhancing overall patient satisfaction and loyalty.

Case Study 3: American Express Fraud Detection

Machine Learning for Advanced Fraud Prevention

American Express harnesses machine learning algorithms to enhance its fraud detection capabilities. By analyzing patterns in transaction data across millions of accounts, these algorithms can detect unusual behavior that may indicate fraud. Real-time processing of transactions allows American Express to quickly flag suspicious activities and prevent unauthorized transactions, protecting both the consumer and the institution from potential losses.

Building Consumer Trust Through Robust Security Measures

Advanced analytics helps American Express refine its customer verification processes and risk assessments. By continuously updating and training its models on new fraud tactics and scenarios, American Express stays ahead of fraudsters, ensuring robust security measures are in place. This robust emphasis on security reduces risks and enhances consumer confidence and trust in the organization, which is essential for maintaining client loyalty and satisfaction in the competitive financial services market.

Case Study 4: Zara’s Supply Chain Optimization

Responsive Supply Chain to Meet Fast Fashion Demands

Zara utilizes advanced analytics to create a highly responsive supply chain that keeps pace with the fast-changing fashion industry. Zara can quickly adjust production plans and inventory distribution by analyzing real-time sales data and customer feedback. This agility ensures that popular items are swiftly restocked and production of less popular items is curtailed, minimizing waste and maximizing profitability.

Streamlined Operations for Market Responsiveness

Zara’s analytics-driven approach extends to logistics and distribution strategies. Data analytics helps Zara optimize shipping routes and warehouse operations, reducing lead times from design to store shelves. This streamlined process meets consumer demand more efficiently and strengthens Zara’s position in the market by enabling rapid response to the latest fashion trends. This capability is a key differentiator in the competitive fast fashion market, where speed and responsiveness are critical to success.

Related: How to use Business Analytics to Improve Customer Retention?

Case Study 5: Netflix’s Recommendation Engine

Enhancing User Experience Through Personalized Recommendations

Netflix’s advanced machine learning algorithms are the powerhouse behind its highly acclaimed recommendation engine. This system delves deep into individual viewing histories, preferences, and interactive behaviors, such as pausing or rewinding, to customize content suggestions for each user. By tailoring viewing experiences to personal tastes, Netflix significantly enhances user engagement and satisfaction. This personalization makes it easier for subscribers to discover content that resonates with them, increasing their time on the platform and fostering a deeper connection to the Netflix brand.

Data-Driven Insights for Content Strategy

Beyond simply personalizing user experiences, Netflix employs a strategic content development and acquisition approach. Utilizing comprehensive data analytics, Netflix identifies trends and preferences in viewer behavior, such as popular genres or series, to inform its decisions on what new content to create or purchase. This systematic use of viewer data ensures that Netflix’s content library continuously evolves to match the preferences of its audience, maximizing viewer satisfaction and engagement. Moreover, this data-driven strategy enables Netflix to allocate its budget more effectively, investing in projects more likely to succeed and appeal to its user base, optimizing its return on investment.

Through these sophisticated analytics and machine learning applications, Netflix retains its position as a leader in the streaming industry. It sets the standard for media companies leveraging data to revolutionize user experience and drive business success.

Case Study 6: Coca-Cola’s Marketing Optimization

Leveraging Big Data for Targeted Marketing

Coca-Cola effectively utilizes big data analytics to refine its global marketing strategies. Coca-Cola gains deep insights into consumer behavior and preferences by analyzing diverse data sources, including social media interactions, point-of-sale transactions, and extensive market research. This valuable information enables the company to craft marketing campaigns tailored to various demographics and geographic regions. As a result, Coca-Cola enhances its advertisements’ relevance and appeal, significantly boosting its promotional activities’ effectiveness. This targeted approach increases consumer engagement and strengthens brand loyalty and market presence.

Optimizing Marketing Spend and ROI

Beyond enhancing customer engagement, Coca-Cola applies analytics to optimize its marketing expenditures. By meticulously analyzing the performance of different marketing channels and campaigns, Coca-Cola identifies which initiatives yield the highest return on investment. This strategic use of analytics allows the company to allocate its budget more effectively, concentrating resources on the most profitable activities. This efficiency not only reduces wasted expenditure but also maximizes the impact of each marketing dollar. Consequently, Coca-Cola maintains its competitive edge in the fiercely contested beverage industry, continually adapting to changing market dynamics and consumer trends.

Through these strategic big data applications, Coca-Cola sustains and amplifies its leadership in the global beverage market. The company’s adept use of analytics to drive marketing decisions exemplifies how traditional businesses can leverage modern technology to stay ahead in an evolving industry landscape, ensuring continued growth and success.

Case Study 7: Barclays’ Risk Management

Advanced Analytics for Credit Risk Assessment

Barclays uses predictive analytics to enhance its risk management practices, particularly in assessing credit and loan applications. By analyzing a comprehensive set of data, including applicants’ financial histories, transaction behaviors, and economic trends, Barclays can accurately predict the risk associated with each loan. This reduces the likelihood of defaults, protecting the bank’s assets and financial health.

Strategic Decision-Making to Minimize Financial Risks

The insights gained from analytics also aid Barclays in making strategic decisions about product offerings and market expansions. By understanding risk profiles across different demographics and regions, Barclays can tailor its financial products to meet the needs of its customers while managing risk effectively. This careful balance of risk and opportunity is crucial for sustainable growth in the competitive banking sector.

Related: Implementing Business Analytics in Healthcare

Case Study 8: Starbucks’ Strategic Use of Data for Expansion and Localization

Data-Driven Site Selection for Maximum Market Penetration

Starbucks uses advanced geographic information systems (GIS) and analytics to strategically pinpoint the optimal locations for new stores. By evaluating extensive demographic data, performance metrics of existing stores, and competitive landscapes, Starbucks is able to identify sites with the maximum success potential. This systematic approach helps maintain dense market coverage and ensures customer convenience, vital for driving consistent growth. The precision in site selection allows Starbucks to expand its global footprint strategically, optimizing market penetration and maximizing investment returns.

Enhancing Local Market Strategies Through Analytics

Beyond the strategic site selection, Starbucks extensively uses data analytics to tailor each store to its local context. This involves adapting store layouts, product offerings, and marketing strategies to match local consumer preferences and cultural nuances. By deeply analyzing customer behavior data and feedback within specific locales, Starbucks fine-tunes its offerings to resonate more strongly with local tastes and preferences. This localization strategy not only improves the customer experience but also increases customer loyalty and enhances the strength of the Starbucks brand in diverse markets.

These strategic data analytics applications underscore Starbucks’ ability to consistently align its business practices with customer expectations across various regions. By leveraging data-driven insights for macro decisions on new store locations and micro-level adjustments to store-specific offerings, Starbucks ensures its brand remains relevant and preferred worldwide. This comprehensive approach to using data solidifies Starbucks’ position as a leader in the global coffeehouse market, renowned for its forward-thinking and customer-centric business model.

Case Study 9: Nike’s Supply Chain Management

Dynamic Supply Chain Optimization Using Predictive Analytics

Nike employs advanced analytics to manage its global supply chain, ensuring efficient operation and timely delivery of products. Nike’s predictive models optimize manufacturing workflows and inventory distribution by analyzing data from production, distribution, and retail channels. This agile approach enables Nike to quickly adapt to shifting market demands and trends, ensuring that popular products are readily accessible while keeping surplus inventory to a minimum.

Sustainability Integration in Operations

Nike also leverages analytics to enhance the sustainability of its operations. Using data to monitor and optimize energy use, waste production, and material sourcing, Nike aims to reduce its environmental footprint while maintaining production efficiency. This focus on sustainable supply chain practices helps Nike meet its corporate responsibility goals and appeals to increasingly eco-conscious consumers.

Case Study 10: Google’s Data-Driven Decision Making

Harnessing Big Data for Strategic Insights

Google expertly leverages big data to inform its decision-making across its vast services. By analyzing extensive data collected from user interactions, market trends, and technological developments, Google identifies key opportunities for innovation and enhancements. This robust data analysis supports Google’s ability to maintain a leadership position in the tech industry, continually evolving its products to meet the dynamic needs of users globally. Insights derived from big data guide the development of cutting-edge technologies and refine existing services, ensuring Google sustains a competitive advantage.

Enhancing User Experience Through Personalization

Google utilizes advanced analytics to personalize the user experience across all its platforms comprehensively. By understanding detailed user preferences, behaviors, and engagement patterns, Google tailors its services to improve relevance and usability. This dedication to personalization is showcased in customized search results, targeted advertising, and tailored app recommendations to boost user satisfaction and engagement. Based on deep data insights, these adjustments ensure that Google’s services are intuitive and responsive, integral to users’ daily digital interactions.

Optimizing Marketing and Operations with Predictive Analytics 

Beyond product refinement, Google applies its data-driven approach to optimize marketing strategies and operational efficiencies. Using predictive analytics, Google forecasts future trends and user behaviors, enabling proactive responses to market demands. This strategic foresight enhances overall user experiences and drives operational efficiency, minimizing waste and maximizing the effectiveness of its initiatives. By consistently integrating data-driven insights into its operations, Google meets current market needs and shapes future trends, reinforcing its dominance in the global technology landscape. This strategic use of big data is crucial to Google’s enduring success and expansive influence in the digital world.

Related: Role of Business Analytics in Digital Transformation

The diverse business analytics applications illustrated in these ten case studies underscore their vital role in modern business strategy. Through the intelligent analysis of data, companies not only solve complex problems but also gain competitive advantages, driving growth and innovation. From improving customer satisfaction to optimizing logistical operations and managing risk, the case studies highlight how data-driven decisions are integral to achieving business objectives. As companies maneuver through the complexities of the digital era, the strategic use of analytics will continue to be a crucial factor in driving success, converting challenges into opportunities, and leading the way toward a smarter, more efficient future.

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case study analysis business

  • 11 May 2021
  • Working Paper Summaries

Time Dependency, Data Flow, and Competitive Advantage

The perishability of data has strategic implications for businesses that provide data-driven products and services. This paper illustrates how different business areas might differ with respect to the rate of decay in data value and the importance of data flow in their operations.

  • 06 Apr 2020

A General Theory of Identification

Statistical inference teaches us how to learn from data, whereas identification analysis explains what we can learn from it. This paper proposes a simple unifying theory of identification, encouraging practitioners to spend more time thinking about what they can estimate from the data and assumptions before trying to estimate it.

case study analysis business

  • 09 Dec 2019
  • Research & Ideas

Identify Great Customers from Their First Purchase

Using data from their very first transaction, companies can identify shoppers who will create the best long-term value, says Eva Ascarza. Open for comment; 0 Comments.

  • 29 Oct 2019

Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders

Research on the traumatic 1947 partition of British India has most often been carried out by scholars in the humanities and qualitative social sciences. This article presents mixed methods research and analysis to explore tensions within current scholarship and to inspire new understandings of the Partition, and more generally, mass migrations and displacement.

  • 30 Jun 2019

The Comprehensive Effects of Sales Force Management: A Dynamic Structural Analysis of Selection, Compensation, and Training

When sales forces are well managed, firms can induce greater performance from them. For this study, the authors collaborated with a major multinational firm to develop and estimate a dynamic structural model of sales employee responses to various management instruments like compensation, training, and recruiting/termination policies.

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  • 07 Jan 2019

The Better Way to Forecast the Future

We can forecast hurricane paths with great certainty, yet many businesses can't predict a supply chain snafu just around the corner. Yael Grushka-Cockayne says crowdsourcing can help. Open for comment; 0 Comments.

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  • 28 Nov 2018

On Target: Rethinking the Retail Website

Target is one big-brand retailer that seems to have survived and even thrived in the apocalyptic retail landscape. What's its secret? Srikant Datar discusses the company's relentless focus on online data. Open for comment; 0 Comments.

  • 01 Nov 2018

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

Passengers arriving at international hubs often endure delays, especially at immigration and security. This study of London’s Heathrow Airport develops a system to provide real-time information about transfer passengers’ journeys through the airport to better serve passengers, airlines, and their employees. It shows how advanced machine learning could be accessible to managers.

  • 29 Apr 2018

Analyzing the Aftermath of a Compensation Reduction

This study of the effects of compensation cuts in a large sales organization provides a unique lens for analyzing the link between compensation schemes, worker performance, and turnover.

  • 11 Dec 2017

The Use and Misuse of Patent Data: Issues for Corporate Finance and Beyond

Corporate finance researchers who analyze patent data are at risk of making highly predictable errors. The problem arises from dramatic changes in the direction and location of technological innovation (and patenting practice) over recent decades. This paper explains the pitfalls and suggests practical steps for avoiding them.

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  • 21 Aug 2017
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Companies Love Big Data But Lack the Strategy To Use It Effectively

Big data is a critical competitive advantage for companies that know how to use it. Harvard Business School faculty share insights that they teach to executives. Open for comment; 0 Comments.

  • 06 Jul 2017

Do All Your Detailing Efforts Pay Off? Dynamic Panel Data Methods Revisited

Personal selling in the form of detailing to physicians is the main go-to-market practice in the pharmaceutical industry. This paper provides a practical framework to analyze the effectiveness of detailing efforts. The method and empirical insights can help firms allocate sales-force resources more efficiently and devise optimal routes and call-pattern designs.

  • 09 Dec 2015

Big Data and Big Cities: The Promises and Limitations of Improved Measures of Urban Life

Michael Luca, Scott Duke Kominers and colleagues describe a number of new urban data sources and illustrate how they can be used to improve the study and function of cities.

  • 09 Apr 2014

Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

Contemporary business environments are constantly evolving, requiring continual changes to the software applications that support a business. Moreover, during recent decades, the sheer number of applications has grown significantly, and they have become increasingly interdependent. Many companies find that managing applications and implementing changes to their application portfolio architecture is increasingly difficult and expensive. Firms need a way to visualize and analyze the modularity of their software portfolio architectures and the degree of coupling between components. In this paper, the authors test a method for visualizing and measuring software portfolio architectures using data of a biopharmaceutical firm's enterprise architecture. The authors also use the measures to predict the costs of architectural change. Findings show, first, that the biopharmaceutical firm's enterprise architecture can be classified as core-periphery. This means that 1) there is one cyclic group (the "Core") of components that is substantially larger than the second largest cyclic group, and 2) this group comprises a substantial portion of the entire architecture. In addition, the classification of applications in the architecture (as being in the Core or the Periphery) is significantly correlated with architectural flexibility. In this case the architecture has a propagation cost of 23 percent, meaning almost one-quarter of the system may be affected when a change is made to a randomly selected component. Overall, results suggest that the hidden structure method can reveal new facts about an enterprise architecture. This method can aid the analysis of change costs at the software application portfolio level. Key concepts include: This method for architectural visualization could provide valuable input when planning architectural change projects (in terms of, for example, risk analysis and resource planning). The method reveals a "hidden" core-periphery structure, uncovering new facts about the architecture that could not be gained from other visualization procedures or standard metrics. Compared to other measures of complexity, coupling, and modularity, this method considers not only the direct dependencies between components but also the indirect dependencies. These indirect dependencies provide important input for management decisions. Closed for comment; 0 Comments.

  • 10 Jun 2013

How Numbers Talk to People

In their new book Keeping Up with the Quants, Thomas H. Davenport and Jinho Kim offer tools to sharpen quantitative analysis and make better decisions. Read our excerpt. Open for comment; 0 Comments.

  • 25 Apr 2012
  • What Do You Think?

How Will the “Age of Big Data” Affect Management?

Summing up: How do we avoid losing useful knowledge in a seemingly endless flood of data? Jim Heskett's readers offer some wise suggestions. What do you think? Closed for comment; 0 Comments.

  • 05 May 2010

Is Denial Endemic to Management?

Poring over reader responses to his May column, HBS professor Jim Heskett is struck by the fact that they include behavioral, structural, and even mechanical remedies. (Forum now closed. Next forum opens June 3.) Closed for comment; 0 Comments.

  • 15 Apr 2010

The Consequences of Entrepreneurial Finance: A Regression Discontinuity Analysis

What difference do angel investors make for the success and growth of new ventures? William R. Kerr and Josh Lerner of HBS and Antoinette Schoar of MIT provide fresh evidence to address this crucial question in entrepreneurial finance, quantifying the positive impact that angel investors make to the companies they fund. Angel investors as research subjects have received much less attention than venture capitalists, even though some estimates suggest that these investors are as significant a force for high-potential start-up investments as venture capitalists, and are even more significant as investors elsewhere. This study demonstrates the importance of angel investments to the success and survival of entrepreneurial firms. It also offers an empirical foothold for analyzing many other important questions in entrepreneurial finance. Key concepts include: Angel-funded firms are significantly more likely to survive at least four years (or until 2010) and to raise additional financing outside the angel group. Angel-funded firms are also more likely to show improved venture performance and growth as measured through growth in Web site traffic and Web site rankings. The improvement gains typically range between 30 and 50 percent. Investment success is highly predicated by the interest level of angels during the entrepreneur's initial presentation and by the angels' subsequent due diligence. Access to capital per se may not be the most important value-added that angel groups bring. Some of the "softer" features, such as angels' mentoring or business contacts, may help new ventures the most. Closed for comment; 0 Comments.

  • 22 Aug 2005

The Hard Work of Failure Analysis

We all should learn from failure—but it's difficult to do so objectively. In this excerpt from "Failing to Learn and Learning to Fail (Intelligently)" in Long Range Planning Journal, HBS professor Amy Edmondson and coauthor Mark Cannon offer a process for analyzing what went wrong. Closed for comment; 0 Comments.

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How to Write a Business Case (Template Included)

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Table of Contents

What is a business case, how to write a business case, business case template, watch our business case training video, key elements of a business case, how projectmanager helps with your business case.

A business case is a project management document that explains how the benefits of a project overweigh its costs and why it should be executed. Business cases are prepared during the project initiation phase and their purpose is to include all the project’s objectives, costs and benefits to convince stakeholders of its value.

A business case is an important project document to prove to your client, customer or stakeholder that the project proposal you’re pitching is a sound investment. Below, we illustrate the steps to writing one that will sway them.

The need for a business case is that it collects the financial appraisal, proposal, strategy and marketing plan in one document and offers a full look at how the project will benefit the organization. Once your business case is approved by the project stakeholders, you can begin the project planning phase.

Projects fail without having a solid business case to rest on, as this project document is the base for the project charter and project plan. But if a project business case is not anchored to reality, and doesn’t address a need that aligns with the larger business objectives of the organization, then it is irrelevant.

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Use this free Business Case Template for Word to manage your projects better.

The research you’ll need to create a strong business case is the why, what, how and who of your project. This must be clearly communicated. The elements of your business case will address the why but in greater detail. Think of the business case as a document that is created during the project initiation phase but will be used as a reference throughout the project life cycle.

Whether you’re starting a new project or mid-way through one, take time to write up a business case to justify the project expenditure by identifying the business benefits your project will deliver and that your stakeholders are most interested in reaping from the work. The following four steps will show you how to write a business case.

Step 1: Identify the Business Problem

Projects aren’t created for projects’ sake. They should always be aligned with business goals . Usually, they’re initiated to solve a specific business problem or create a business opportunity.

You should “Lead with the need.” Your first job is to figure out what that problem or opportunity is, describe it, find out where it comes from and then address the time frame needed to deal with it.

This can be a simple statement but is best articulated with some research into the economic climate and the competitive landscape to justify the timing of the project.

Step 2: Identify the Alternative Solutions

How do you know whether the project you’re undertaking is the best possible solution to the problem defined above? Naturally, prioritizing projects is hard, and the path to success is not paved with unfounded assumptions.

One way to narrow down the focus to make the right solution clear is to follow these six steps (after the relevant research, of course):

  • Note the alternative solutions.
  • For each solution, quantify its benefits.
  • Also, forecast the costs involved in each solution.
  • Then figure out its feasibility .
  • Discern the risks and issues associated with each solution.
  • Finally, document all this in your business case.

Step 3: Recommend a Preferred Solution

You’ll next need to rank the solutions, but before doing that it’s best to set up criteria, maybe have a scoring mechanism such as a decision matrix to help you prioritize the solutions to best choose the right one.

Some methodologies you can apply include:

  • Depending on the solution’s cost and benefit , give it a score of 1-10.
  • Base your score on what’s important to you.
  • Add more complexity to your ranking to cover all bases.

Regardless of your approach, once you’ve added up your numbers, the best solution to your problem will become evident. Again, you’ll want to have this process also documented in your business case.

Step 4: Describe the Implementation Approach

So, you’ve identified your business problem or opportunity and how to reach it, now you have to convince your stakeholders that you’re right and have the best way to implement a process to achieve your goals. That’s why documentation is so important; it offers a practical path to solve the core problem you identified.

Now, it’s not just an exercise to appease senior leadership. Who knows what you might uncover in the research you put into exploring the underlying problem and determining alternative solutions? You might save the organization millions with an alternate solution than the one initially proposed. When you put in the work on a strong business case, you’re able to get your sponsors or organizational leadership on board with you and have a clear vision as to how to ensure the delivery of the business benefits they expect.

Our business case template for Word is the perfect tool to start writing a business case. It has 9 key business case areas you can customize as needed. Download the template for free and follow the steps below to create a great business case for all your projects.

Free Business Case Template for Word

One of the key steps to starting a business case is to have a business case checklist. The following is a detailed outline to follow when developing your business case. You can choose which of these elements are the most relevant to your project stakeholders and add them to our business case template. Then once your business case is approved, start managing your projects with a robust project management software such as ProjectManager.

1. Executive Summary

The executive summary is a short version of each section of your business case. It’s used to give stakeholders a quick overview of your project.

2. Project Definition

This section is meant to provide general information about your projects, such as the business objectives that will be achieved and the project plan outline.

3. Vision, Goals and Objectives

First, you have to figure out what you’re trying to do and what is the problem you want to solve. You’ll need to define your project vision, goals and objectives. This will help you shape your project scope and identify project deliverables.

4. Project Scope

The project scope determines all the tasks and deliverables that will be executed in your project to reach your business objectives.

5. Background Information

Here you can provide a context for your project, explaining the problem that it’s meant to solve, and how it aligns with your organization’s vision and strategic plan.

6. Success Criteria and Stakeholder Requirements

Depending on what kind of project you’re working on, the quality requirements will differ, but they are critical to the project’s success. Collect all of them, figure out what determines if you’ve successfully met them and report on the results .

7. Project Plan

It’s time to create the project plan. Figure out the tasks you’ll have to take to get the project done. You can use a work breakdown structure template  to make sure you are through. Once you have all the tasks collected, estimate how long it will take to complete each one.

Project management software makes creating a project plan significantly easier. ProjectManager can upload your work breakdown structure template and all your tasks are populated in our tool. You can organize them according to your production cycle with our kanban board view, or use our Gantt chart view to create a project schedule.

kanban card moving into next column on the board

8. Project Budget

Your budget is an estimate of everything in your project plan and what it will cost to complete the project over the scheduled time allotted.

9. Project Schedule

Make a timeline for the project by estimating how long it will take to get each task completed. For a more impactful project schedule , use a tool to make a Gantt chart, and print it out. This will provide that extra flourish of data visualization and skill that Excel sheets lack.

10. Project Governance

Project governance refers to all the project management rules and procedures that apply to your project. For example, it defines the roles and responsibilities of the project team members and the framework for decision-making.

11. Communication Plan

Have milestones for check-ins and status updates, as well as determine how stakeholders will stay aware of the progress over the project life cycle.

12. Progress Reports

Have a plan in place to monitor and track your progress during the project to compare planned to actual progress. There are project tracking tools that can help you monitor progress and performance.

Again, using a project management tool improves your ability to see what’s happening in your project. ProjectManager has tracking tools like dashboards and status reports that give you a high-level view and more detail, respectively. Unlike light-weight apps that make you set up a dashboard, ours is embedded in the tool. Better still, our cloud-based software gives you real-time data for more insightful decision-making. Also, get reports on more than just status updates, but timesheets, workload, portfolio status and much more, all with just one click. Then filter the reports and share them with stakeholders to keep them updated.

ProjectManager’s dashboard view, which shows six key metrics on a project

13. Financial Appraisal

This is a very important section of your business case because this is where you explain how the financial benefits outweigh the project costs . Compare the financial costs and benefits of your project. You can do this by doing a sensitivity analysis and a cost-benefit analysis.

14. Market Assessment

Research your market, competitors and industry, to find opportunities and threats

15. Competitor Analysis

Identify direct and indirect competitors and do an assessment of their products, strengths, competitive advantages and their business strategy.

16. SWOT Analysis

A SWOT analysis helps you identify your organization’s strengths, weaknesses, opportunities and threats. The strengths and weaknesses are internal, while the opportunities and threats are external.

17. Marketing Strategy

Describe your product, distribution channels, pricing, target customers among other aspects of your marketing plan or strategy.

18. Risk Assessment

There are many risk categories that can impact your project. The first step to mitigating them is to identify and analyze the risks associated with your project activities.

ProjectManager , an award-winning project management software, can collect and assemble all the various data you’ll be collecting, and then easily share it both with your team and project sponsors.

Once you have a spreadsheet with all your tasks listed, you can import it into our software. Then it’s instantly populated into a Gantt chart . Simply set the duration for each of the tasks, add any dependencies, and your project is now spread across a timeline. You can set milestones, but there is so much more you can do.

Gantt chart from ProjectManager

You have a project plan now, and from the online Gantt chart, you can assign team members to tasks. Then they can comment directly on the tasks they’re working on, adding as many documents and images as needed, fostering a collaborative environment. You can track their progress and change task durations as needed by dragging and dropping the start and end dates.

But that’s only a taste of what ProjectManager offers. We have kanban boards that visualize your workflow and a real-time dashboard that tracks six project metrics for the most accurate view of your project possible.

Try ProjectManager and see for yourself with this 30-day free trial .

If you want more business case advice, take a moment to watch Jennifer Bridges, PMP, in this short training video. She explains the steps you have to take in order to write a good business case.

Here’s a screenshot for your reference.

how writing a business case for your project is good business strategy

Transcription:

Today we’re talking about how to write a business case. Well, over the past few years, we’ve seen the market, or maybe organizations, companies or even projects, move away from doing business cases. But, these days, companies, organizations, and those same projects are scrutinizing the investments and they’re really seeking a rate of return.

So now, think of the business case as your opportunity to package your project, your idea, your opportunity, and show what it means and what the benefits are and how other people can benefit.

We want to take a look today to see what’s in the business case and how to write one. I want to be clear that when you look for information on a business case, it’s not a briefcase.

Someone called the other day and they were confused because they were looking for something, and they kept pulling up briefcases. That’s not what we’re talking about today. What we’re talking about are business cases, and they include information about your strategies, about your goals. It is your business proposal. It has your business outline, your business strategy, and even your marketing plan.

Why Do You Need a Business Case?

And so, why is that so important today? Again, companies are seeking not only their project managers but their team members to have a better understanding of business and more of an idea business acumen. So this business case provides the justification for the proposed business change or plan. It outlines the allocation of capital that you may be seeking and the resources required to implement it. Then, it can be an action plan . It may just serve as a unified vision. And then it also provides the decision-makers with different options.

So let’s look more at the steps required to put these business cases together. There are four main steps. One, you want to research your market. Really look at what’s out there, where are the needs, where are the gaps that you can serve? Look at your competition. How are they approaching this, and how can you maybe provide some other alternatives?

You want to compare and finalize different approaches that you can use to go to market. Then you compile that data and you present strategies, your goals and other options to be considered.

And then you literally document it.

So what does the document look like? Well, there are templates out there today. The components vary, but these are the common ones. And then these are what I consider essential. So there’s the executive summary. This is just a summary of your company, what your management team may look like, a summary of your product and service and your market.

The business description gives a little bit more history about your company and the mission statement and really what your company is about and how this product or service fits in.

Then, you outline the details of the product or service that you’re looking to either expand or roll out or implement. You may even include in their patents may be that you have pending or other trademarks.

Then, you want to identify and lay out your marketing strategy. Like, how are you gonna take this to your customers? Are you going to have a brick-and-mortar store? Are you gonna do this online? And, what are your plans to take it to market?

You also want to include detailed information about your competitor analysis. How are they doing things? And, how are you planning on, I guess, beating your competition?

You also want to look at and identify your SWOT. And the SWOT is your strength. What are the strengths that you have in going to market? And where are the weaknesses? Maybe some of your gaps. And further, where are your opportunities and maybe threats that you need to plan for? Then the overview of the operation includes operational information like your production, even human resources, information about the day-to-day operations of your company.

And then, your financial plan includes your profit statement, your profit and loss, any of your financials, any collateral that you may have, and any kind of investments that you may be seeking.

So these are the components of your business case. This is why it’s so important. And if you need a tool that can help you manage and track this process, then sign up for our software now at ProjectManager .

Click here to browse ProjectManager's free templates

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The state of AI in early 2024: Gen AI adoption spikes and starts to generate value

If 2023 was the year the world discovered generative AI (gen AI) , 2024 is the year organizations truly began using—and deriving business value from—this new technology. In the latest McKinsey Global Survey  on AI, 65 percent of respondents report that their organizations are regularly using gen AI, nearly double the percentage from our previous survey just ten months ago. Respondents’ expectations for gen AI’s impact remain as high as they were last year , with three-quarters predicting that gen AI will lead to significant or disruptive change in their industries in the years ahead.

About the authors

This article is a collaborative effort by Alex Singla , Alexander Sukharevsky , Lareina Yee , and Michael Chui , with Bryce Hall , representing views from QuantumBlack, AI by McKinsey, and McKinsey Digital.

Organizations are already seeing material benefits from gen AI use, reporting both cost decreases and revenue jumps in the business units deploying the technology. The survey also provides insights into the kinds of risks presented by gen AI—most notably, inaccuracy—as well as the emerging practices of top performers to mitigate those challenges and capture value.

AI adoption surges

Interest in generative AI has also brightened the spotlight on a broader set of AI capabilities. For the past six years, AI adoption by respondents’ organizations has hovered at about 50 percent. This year, the survey finds that adoption has jumped to 72 percent (Exhibit 1). And the interest is truly global in scope. Our 2023 survey found that AI adoption did not reach 66 percent in any region; however, this year more than two-thirds of respondents in nearly every region say their organizations are using AI. 1 Organizations based in Central and South America are the exception, with 58 percent of respondents working for organizations based in Central and South America reporting AI adoption. Looking by industry, the biggest increase in adoption can be found in professional services. 2 Includes respondents working for organizations focused on human resources, legal services, management consulting, market research, R&D, tax preparation, and training.

Also, responses suggest that companies are now using AI in more parts of the business. Half of respondents say their organizations have adopted AI in two or more business functions, up from less than a third of respondents in 2023 (Exhibit 2).

Gen AI adoption is most common in the functions where it can create the most value

Most respondents now report that their organizations—and they as individuals—are using gen AI. Sixty-five percent of respondents say their organizations are regularly using gen AI in at least one business function, up from one-third last year. The average organization using gen AI is doing so in two functions, most often in marketing and sales and in product and service development—two functions in which previous research  determined that gen AI adoption could generate the most value 3 “ The economic potential of generative AI: The next productivity frontier ,” McKinsey, June 14, 2023. —as well as in IT (Exhibit 3). The biggest increase from 2023 is found in marketing and sales, where reported adoption has more than doubled. Yet across functions, only two use cases, both within marketing and sales, are reported by 15 percent or more of respondents.

Gen AI also is weaving its way into respondents’ personal lives. Compared with 2023, respondents are much more likely to be using gen AI at work and even more likely to be using gen AI both at work and in their personal lives (Exhibit 4). The survey finds upticks in gen AI use across all regions, with the largest increases in Asia–Pacific and Greater China. Respondents at the highest seniority levels, meanwhile, show larger jumps in the use of gen Al tools for work and outside of work compared with their midlevel-management peers. Looking at specific industries, respondents working in energy and materials and in professional services report the largest increase in gen AI use.

Investments in gen AI and analytical AI are beginning to create value

The latest survey also shows how different industries are budgeting for gen AI. Responses suggest that, in many industries, organizations are about equally as likely to be investing more than 5 percent of their digital budgets in gen AI as they are in nongenerative, analytical-AI solutions (Exhibit 5). Yet in most industries, larger shares of respondents report that their organizations spend more than 20 percent on analytical AI than on gen AI. Looking ahead, most respondents—67 percent—expect their organizations to invest more in AI over the next three years.

Where are those investments paying off? For the first time, our latest survey explored the value created by gen AI use by business function. The function in which the largest share of respondents report seeing cost decreases is human resources. Respondents most commonly report meaningful revenue increases (of more than 5 percent) in supply chain and inventory management (Exhibit 6). For analytical AI, respondents most often report seeing cost benefits in service operations—in line with what we found last year —as well as meaningful revenue increases from AI use in marketing and sales.

Inaccuracy: The most recognized and experienced risk of gen AI use

As businesses begin to see the benefits of gen AI, they’re also recognizing the diverse risks associated with the technology. These can range from data management risks such as data privacy, bias, or intellectual property (IP) infringement to model management risks, which tend to focus on inaccurate output or lack of explainability. A third big risk category is security and incorrect use.

Respondents to the latest survey are more likely than they were last year to say their organizations consider inaccuracy and IP infringement to be relevant to their use of gen AI, and about half continue to view cybersecurity as a risk (Exhibit 7).

Conversely, respondents are less likely than they were last year to say their organizations consider workforce and labor displacement to be relevant risks and are not increasing efforts to mitigate them.

In fact, inaccuracy— which can affect use cases across the gen AI value chain , ranging from customer journeys and summarization to coding and creative content—is the only risk that respondents are significantly more likely than last year to say their organizations are actively working to mitigate.

Some organizations have already experienced negative consequences from the use of gen AI, with 44 percent of respondents saying their organizations have experienced at least one consequence (Exhibit 8). Respondents most often report inaccuracy as a risk that has affected their organizations, followed by cybersecurity and explainability.

Our previous research has found that there are several elements of governance that can help in scaling gen AI use responsibly, yet few respondents report having these risk-related practices in place. 4 “ Implementing generative AI with speed and safety ,” McKinsey Quarterly , March 13, 2024. For example, just 18 percent say their organizations have an enterprise-wide council or board with the authority to make decisions involving responsible AI governance, and only one-third say gen AI risk awareness and risk mitigation controls are required skill sets for technical talent.

Bringing gen AI capabilities to bear

The latest survey also sought to understand how, and how quickly, organizations are deploying these new gen AI tools. We have found three archetypes for implementing gen AI solutions : takers use off-the-shelf, publicly available solutions; shapers customize those tools with proprietary data and systems; and makers develop their own foundation models from scratch. 5 “ Technology’s generational moment with generative AI: A CIO and CTO guide ,” McKinsey, July 11, 2023. Across most industries, the survey results suggest that organizations are finding off-the-shelf offerings applicable to their business needs—though many are pursuing opportunities to customize models or even develop their own (Exhibit 9). About half of reported gen AI uses within respondents’ business functions are utilizing off-the-shelf, publicly available models or tools, with little or no customization. Respondents in energy and materials, technology, and media and telecommunications are more likely to report significant customization or tuning of publicly available models or developing their own proprietary models to address specific business needs.

Respondents most often report that their organizations required one to four months from the start of a project to put gen AI into production, though the time it takes varies by business function (Exhibit 10). It also depends upon the approach for acquiring those capabilities. Not surprisingly, reported uses of highly customized or proprietary models are 1.5 times more likely than off-the-shelf, publicly available models to take five months or more to implement.

Gen AI high performers are excelling despite facing challenges

Gen AI is a new technology, and organizations are still early in the journey of pursuing its opportunities and scaling it across functions. So it’s little surprise that only a small subset of respondents (46 out of 876) report that a meaningful share of their organizations’ EBIT can be attributed to their deployment of gen AI. Still, these gen AI leaders are worth examining closely. These, after all, are the early movers, who already attribute more than 10 percent of their organizations’ EBIT to their use of gen AI. Forty-two percent of these high performers say more than 20 percent of their EBIT is attributable to their use of nongenerative, analytical AI, and they span industries and regions—though most are at organizations with less than $1 billion in annual revenue. The AI-related practices at these organizations can offer guidance to those looking to create value from gen AI adoption at their own organizations.

To start, gen AI high performers are using gen AI in more business functions—an average of three functions, while others average two. They, like other organizations, are most likely to use gen AI in marketing and sales and product or service development, but they’re much more likely than others to use gen AI solutions in risk, legal, and compliance; in strategy and corporate finance; and in supply chain and inventory management. They’re more than three times as likely as others to be using gen AI in activities ranging from processing of accounting documents and risk assessment to R&D testing and pricing and promotions. While, overall, about half of reported gen AI applications within business functions are utilizing publicly available models or tools, gen AI high performers are less likely to use those off-the-shelf options than to either implement significantly customized versions of those tools or to develop their own proprietary foundation models.

What else are these high performers doing differently? For one thing, they are paying more attention to gen-AI-related risks. Perhaps because they are further along on their journeys, they are more likely than others to say their organizations have experienced every negative consequence from gen AI we asked about, from cybersecurity and personal privacy to explainability and IP infringement. Given that, they are more likely than others to report that their organizations consider those risks, as well as regulatory compliance, environmental impacts, and political stability, to be relevant to their gen AI use, and they say they take steps to mitigate more risks than others do.

Gen AI high performers are also much more likely to say their organizations follow a set of risk-related best practices (Exhibit 11). For example, they are nearly twice as likely as others to involve the legal function and embed risk reviews early on in the development of gen AI solutions—that is, to “ shift left .” They’re also much more likely than others to employ a wide range of other best practices, from strategy-related practices to those related to scaling.

In addition to experiencing the risks of gen AI adoption, high performers have encountered other challenges that can serve as warnings to others (Exhibit 12). Seventy percent say they have experienced difficulties with data, including defining processes for data governance, developing the ability to quickly integrate data into AI models, and an insufficient amount of training data, highlighting the essential role that data play in capturing value. High performers are also more likely than others to report experiencing challenges with their operating models, such as implementing agile ways of working and effective sprint performance management.

About the research

The online survey was in the field from February 22 to March 5, 2024, and garnered responses from 1,363 participants representing the full range of regions, industries, company sizes, functional specialties, and tenures. Of those respondents, 981 said their organizations had adopted AI in at least one business function, and 878 said their organizations were regularly using gen AI in at least one function. To adjust for differences in response rates, the data are weighted by the contribution of each respondent’s nation to global GDP.

Alex Singla and Alexander Sukharevsky  are global coleaders of QuantumBlack, AI by McKinsey, and senior partners in McKinsey’s Chicago and London offices, respectively; Lareina Yee  is a senior partner in the Bay Area office, where Michael Chui , a McKinsey Global Institute partner, is a partner; and Bryce Hall  is an associate partner in the Washington, DC, office.

They wish to thank Kaitlin Noe, Larry Kanter, Mallika Jhamb, and Shinjini Srivastava for their contributions to this work.

This article was edited by Heather Hanselman, a senior editor in McKinsey’s Atlanta office.

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TikTok Viral Brand Halara Enters the Real World

A photo of Halara's first pop-up store.

  • Malique Morris

When Taylor Swift was spotted at Coachella in a $32 pleated skirt from TikTok-favourite activewear brand Halara, the label reached a new level of virality.

“We’re still feeling the aftermath [from Taylor Swift],” said Gabby Hirata, Halara’s global brand president, adding that moment came as a surprise to the brand. Halara sold 2,000 units of the skirt the day images started circulating; it typically sells about 1,000 units of a single style in one day.

This month, the brand wants to increase its visibility even further. On May 31, it opened its first pop-up shop — filled with racks of current bestsellers and a green pickleball-themed wall with a decorative victory podium — in New York’s Soho neighbourhood; it will remain open until June 9. The timing is fortuitous: plans for the pop-up began last year, but after the Swift appearance, momentum is at an all-time high. The number of comments on the brand’s Instagram posts promoting the pop-up are 500 percent higher than for other posts, the company said.

Halara, which has over 2 million followers across Instagram and TikTok, quickly became synonymous with TikTok after its launch in 2020. Through mostly influencer content on social media, it has amassed a plugged-in audience by offering activewear at hard-to-believe prices. One of its best sellers, a nylon backless dress with a built-in bra and shorts, costs $35; for comparison, Outdoor Voices’ Exercise Dress is $100.

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The vast majority of Halara’s assortment is priced between $25 to $45, numbers it is able to maintain because it doesn’t markup or factor future discounts into its prices. But Halara rejects any assumption that it’s yet another fast fashion brand hawking poorly-made products. The company, Hirata said, develops its own performance fabrics, including a Softlyzero stretch material that is used in many of its signature dresses and skirts and is meant to feel plush and be functional.

Halara also only develops products it knows it can sell. Its in-house algorithms scrape the brand’s social media comments to learn what customers say they want and then design silhouettes that match those preferences. Halara, which sells exclusively direct-to-consumer, frequently sells out of new styles within a month. The brand has seen its annual sales double every year since 2021; it is on pace to do so again in 2024.

But like many DTC brands that came before it, Halara knows it needs to expand offline to keep growing. Over the 10 days the Soho pop-up is open, Halara aims to attract at least 7,000 shoppers so it can sell 7,500 units at the 3,500 square foot location. If all goes according to plan, the brand plans to open at least five more pop-ups in areas like California and Texas this year. And in the next three years, it plans to open flagship stores in New York, Texas and London. The brand is also planning to hire a wholesale leader to explore retail partnerships in the US.

Ultimately, Halara wants its retail presence to communicate to a larger swath of consumers that it is a brand built on quality. One wall in the store prominently features swatches and summaries of the brand’s performance fabrics.

“Our product is our voice, our product is our identity,” Hirata said.

Case Study | The Art and Science of Retail Store Success

The best stores don’t just serve as billboards or customer touchpoints —they’re a stable and lucrative revenue stream. As younger consumers have embraced in-store shopping despite their digital native instincts, the value of stores is undeniable. Running an effective store requires choosing the right location, understanding its sales potential and making sure it serves its local clientele.

Malique Morris

Malique Morris is Direct-to-Consumer Correspondent at The Business of Fashion. He is based in New York and covers digital-native brands and shifts in the online shopping industry.

  • Direct-to-Consumer : E-Commerce
  • Direct-to-Consumer : Direct Retail

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