Nobody Talks About AI Compliance, But It Can Kill Your Startup Before It Launches

Published 2024-02-29 · Updated 2026-05-23 · 5 min read · Startup Legal and Compliance · By Sahin Boydas

As an investor, I see pitches every day. 9 out of 10 founders using AI have zero answers for the new wave of compliance laws. I'm sharing the questions you MUST be able to answer.

Last year, I made a bet that changed how I think about nobody talks about ai compliance, but it can. Here's what happened.

As an investor, I see pitches every day. 9 out of 10 founders using AI have zero answers for the new wave of compliance laws. I'm sharing the questions you MUST be able to answer.

The Framework That Actually Works

I'm going to share the exact framework I use when evaluating nobody talks about ai compliance, but it can. It's not complicated, but it requires discipline.

Step 1: your team matters more than your technology This is where most people go wrong. They skip this step entirely and jump straight to execution. Don't do that.

Step 2: you should focus on one thing and do it exceptionally well Once you have the foundation right, this becomes much easier. I've watched founders struggle with this for months when the answer was staring them in the face.

Step 3: Iterate relentlessly Nothing works perfectly the first time. The companies in my portfolio that nail nobody talks about ai compliance, but it can are the ones that treat it as an ongoing process, not a one-time project.

Why Most Approaches Fail

Let me be direct: about 70% of the approaches I see to nobody talks about ai compliance, but it can are fundamentally flawed. Not slightly off. Fundamentally flawed.

The root cause is usually one of three things:

  • Copying what big companies do without understanding why they do it. What works for Google doesn't work for a 10-person startup.
  • Over-engineering the solution when a simple approach would work better. I've seen teams spend six months building something that could have been done in two weeks.
  • Ignoring the human element. Technology is the easy part. Getting people to actually use it is where the real challenge lives.

What I Tell Founders

When a founder in my portfolio asks me about nobody talks about ai compliance, but it can, I usually start with three questions:

  1. What's your timeline? Because the right approach for a company with 6 months of runway is very different from one with 3 years.
  2. What have you already tried? Most founders have tried something. Understanding what didn't work is often more valuable than knowing what might.
  3. Who on your team owns this? If the answer is "everyone" or "no one," that's your first problem to solve.

These questions seem simple but they reveal a lot about where a company actually stands.

This connects to broader themes around AI compliance, startup law, data privacy that I've been thinking about a lot lately.

Wrapping Up

I've shared a lot here, and I know it can feel overwhelming. But here's the thing about nobody talks about ai compliance, but it can: you don't need to get everything right on day one. You just need to get started and keep improving.

The founders in my portfolio who excel at nobody talks about ai compliance, but it can share one trait: they're relentlessly practical. They don't chase perfection. They chase progress.

That's the mindset I'd encourage you to adopt. Start where you are. Use what you have. Do what you can. And keep pushing forward.

As always, I'm rooting for you.

Frequently Asked Questions

What experience informs this perspective?

This perspective comes from over a decade of building companies in Silicon Valley, two successful exits (RemoteTeam to Gusto, MovieLaLa to Gfycat), and investing in 200+ startups including Anthropic, OpenAI, and Scale AI. I write about what I've lived.

How has this view evolved over time?

My thinking on most topics has changed significantly over the years. Early in my career, I held many conventional views that experience proved wrong. I try to update my beliefs when the evidence changes.

Do all experts agree with this view?

No, and that's fine. The best ideas in business are often contrarian. I share my perspective based on my experience and data, but I encourage you to seek out opposing viewpoints and form your own conclusions.

More in Startup Legal and Compliance

All Startup Legal and Compliance articles · Sahin's angel investments · Startups he founded