The Sample Work Is No Longer the Product. Your Contract Should Reflect That

For two decades, buyers/clients evaluated vendors (consultants/CPA’s) by sample work. Decks, case studies, writing samples, design comps, proxies for what you’d actually receive.

That proxy is broken.

Today, any agency, consultancy, CPA, or freelancer can ship a sample that looks senior because AI made it look senior. The pitch is no longer the product. It’s a demo of the tools used to make the pitch.

This isn’t a quality complaint. It’s a contract problem.

If you’re buying knowledge work in 2026 and your MSA doesn’t address the following, you’re not buying what you think you’re buying:

1. AI usage, amount. The percentage of the deliverable that will be AI-generated vs. human-produced. Stated, not assumed.

2. AI usage, conditions. The phases where AI is permitted (research, drafting, QA) and the specific tools allowed.

3. Real human hours. The total hours of actual human labor allocated to your project. Not “a team of experts, a number.

4. Named people. First and last names of the humans staffed, with titles and seniority. Not logos on a page.

5. Named lead. Who is running the engagement, and their personal time commitment to it with credentials. 

6. Time per level. Hours budgeted at each tier, partner, director, senior, junior. If a partner is “leading,” does that mean 40 hours or 4?

Three more clauses that don’t get talked about enough:

7. Sample-to-delivery parity. The vendor warrants that delivered work matches the quality, style, and staffing seniority of what was pitched. Material deviation triggers remedy, credit, refund, or termination.

8. Data and training rights. Your data does not train anyone else’s model. Where it’s processed, where it’s stored, and what happens to it after the engagement ends, all named in writing.

9. Substitution and reassignment. If the named lead is replaced, by another human or by AI doing what they used to do, you are notified and have the right to renegotiate or exit with full refund. 

None of this is anti-AI. AI in the workflow is fine. Sometimes it’s better. What’s not fine is paying senior rates for AI output dressed up as bespoke expertise.

The vendors who win the next decade aren’t the ones with the slickest decks. They’re the ones who put this language in their own contracts before you have to ask.

If your current MSA doesn’t address half of the above, you have a Q3 project.

What clauses are you adding to your vendor contracts right now?