Skip to content
Hunter Green

For high-trust AI products

Users love your product. Now prove it lasts.

We bring enterprise-experienced product leadership to define where your data advantage compounds value, build the quality infrastructure, and make the case to skeptical buyers and investors.

Quality infrastructure that turns high-trust AI into a durable advantage.

CoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroomCoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroomCoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroomCoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroomCoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroomCoachBotOhana TherapyAvaniConnected BeginningsSupplierKitStoryroom

The moment you're in

Loving the demo and trusting the product are two different things.

Early users loved it. Now an investor or enterprise buyer asks how it holds its value, why a rival can't copy it, and what keeps customers past the novelty. Answering those product questions, not engineering ones, is what turns a loved demo into a product that sells and keeps selling.

You're probably in the right place if

  • Early users love the experience, but you can't yet show why it will last.
  • An investor or enterprise buyer is asking how the product holds its value over time.
  • You need a product path that sells and keeps customers, not just more engineering.
  • You have a real edge in your data, but nothing yet that turns it into a moat.
  • You can't tell which parts of the product are worth building for the long run.
Bring us the problem

Earlier than that? See where to start.

How we help

We meet you where you are.

Bring us in as an advisor, a hands-on build partner, or an embedded lead, depending on where your edge is today. Most teams start with one of these and grow into the rest.

You have experts and content

Turn expert methods into product logic

We map the product journey, define the core moments for your users, and turn your method, content, and people into consistent behavior in the product.

You've launched, but quality feels random

Improve conversational quality

We define what good means, build the quality checks and boundaries that measure it, watch how it does with real users, and ship improvements you can prove and take to a buyer.

Enterprise is asking hard questions

Prepare for pilots, enterprise customers, or scale

We stay close to the roadmap, the quality loop, and release decisions, including the privacy, safety, and technical choices that govern how you ship.

What you own

The part competitors can't copy.

We build your method into how the product behaves, how the conversation is designed, what it remembers, and the lines it won't cross. Then we wire it into one routine your team owns that turns every real failure into a permanent test. It gets better every week, the proof you can show a buyer grows, and the lead a competitor would have to close keeps widening.

See what you'll own →

Conversation architecture

The path a person follows through the moments that matter, and how it adapts to them.

Golden evaluation suites

A trusted set of example answers, so every change is measured against what good looks like.

Safety & boundary systems

The lines it won't cross, and how it handles the hardest moments with care.

Improvement loops

A standing routine that turns each real failure into a permanent fix.

Knowledge structures

Your method, captured so it scales past the few experts who hold it.

Exploring · on request

Pre-production rehearsal. For agents that take real actions, we can rehearse against a copy of your real setup before launch, so problems show up in testing, not in front of users. An emerging capability, offered on request.

See how it works →

Behavior Guidance Packs

You don't start from a blank page.

You start from a ready-made set of the hard moments a guidance product has to get right, with the checks to test each one. We tailor it to your product, so it gets better as you grow. The behaviors below are one example, for guidance products.

Explore the packs →

  • Reflect before advising

    The user arrives activated. The agent steadies the moment before it reaches for a fix.

  • Ask one good question

    When more is unknown than known, the agent opens the right door instead of filling the silence.

  • Stay non-defensive on hard topics

    On contested ground, the agent helps a person think instead of winning the argument.

  • Escalate without abandoning

    When a moment turns risky, the agent shifts into support without going cold or robotic.

  • Report progress, protect privacy

    The agent shows a sponsor that it’s working without exposing what was said in confidence.

What we've built

Proven in the products we've built.

All case studies →
David Meehan, founder of Hunter Green

David Meehan

Founder, Hunter Green

Connect on LinkedIn

Product judgment

The hard part is knowing what to build next.

Most teams have no shortage of ideas, only weak signal on which ones matter. I'm David Meehan, and that's the gap I work in. I read how people actually use the product, and help teams spend their effort where it widens the lead instead of on busywork.

I've led product across startups and large, compliance-heavy companies. Hunter Green is the studio I run to turn that judgment into AI products your users and buyers can trust.

Bring us the problemMore about the studio →
Bring us the problem