About

Product leadership for AI guidance products.

I'm David Meehan, founder of Hunter Green. We start from where your product sits on the maturity curve, read how people use it, then decide what to build to reach the next threshold. I've done this with startups finding their first traction and with large companies shipping to millions under enterprise security and privacy rules.

The teams that build a durable advantage put their discipline into the harness around the model, the layer that guides the product and puts each model upgrade to work: evals, safety rules, conversation design. We work on these together, so your team's best thinking is what compounds as the product scales.

Focus my roadmap Read the thesis →

David Meehan

Founder, Hunter Green

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What we believe

The principles behind the work.

Protect the behavior users already rely on. Measure whether a change helped. Hand the eval sets and safety rules back to your team to keep running.

Read the thesis →

Protect what already works.

A live product already has users who depend on it. The job is to improve it without breaking the moments they trust.

Measure the real experience.

Golden evals answer the question that matters. Did that change improve the experience for the user we meant to help?

Decide what's next from behavior.

Track how users get in, reach the moment they came for, and come back. Once the signal is loud enough, you stop guessing what to build next.

Build it to hand off.

Your team can run the evals and read the safety rules long after we step out. The system stays usable without us.

How we work with you

Built around your ownership, your data, and your obligations.

You keep ownership.

We work alongside your team and hand back a system you own and can run. The product and the vision stay yours.

We set scope with you.

We agree on where to focus before any work begins, so the time goes to what moves your product.

Your data stays yours.

We build on your own data and protect your users' privacy, with the access limits and controls sensitive work demands.

We build it to stay compliant.

We design for the privacy and data residency rules you'll deploy under, so you're ready for the markets you launch into.

"We only ship a change to a good product when we can prove it paid off."

See how we work →