AI Agent Case Study Template

The Reframe

A case study isn't a project summary. It's a sales weapon.

“The best case study doesn't describe what you built. It describes the before and after so vividly that the reader thinks: that's my problem too.”

You finished a project. The client is happy. You move on to the next one. That's the builder mentality. The consultant mentality is different: you finish a project and immediately turn it into an asset that sells the next five.

Most AI builders skip case studies because they feel like marketing homework. Or they write them like project reports: "We used Python and Claude to build a document parser." Nobody reading that feels compelled to hire you.

A case study that sells follows a story arc. The client had a painful, expensive problem. You solved it. The result was measurable and specific. The reader sees themselves in the "before" and wants the "after."

The Framework

The 4-part case study

Part 1: The situation (2-3 sentences)

Who was the client and what was their world like before you? "A 40-person law firm was spending 15 hours per week manually reviewing intake documents. Two paralegals did nothing else."

Part 2: The problem in dollars (1-2 sentences)

Quantify it. "At fully loaded cost, this manual process was burning $6,200/month in paralegal time alone, not counting the delays that pushed case timelines out by 3-5 days."

Part 3: What you built (2-3 sentences)

Describe the solution in outcome language. Skip the tech stack. "We deployed an AI document review system that reads, categorizes, and extracts key data from intake forms in under 90 seconds per document."

Part 4: The result with numbers (2-3 sentences)

Hard numbers only. "Document review time dropped from 15 hours/week to 2 hours/week. The firm reassigned both paralegals to billable work, recovering $74,400/year in productive capacity. The system paid for itself in 6 weeks."

Take Action

Your next 3 moves

1
Write one case study this week from your best project. Use the 4-part structure. Keep it under 300 words. If you don't have exact numbers, estimate conservatively and note it.
2
Put it on your website and LinkedIn. Post the case study as a LinkedIn article and add it to your site. One real case study outperforms 50 posts about AI trends.
3
Send it to your next prospect before the discovery call. "Before we talk, here's a quick look at what we did for a similar company." This pre-sells your credibility and changes the tone of the entire call.

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