Q1 Lab · Featured

Q1 Lab experiment: synthetic persona cohorts for product discovery, real-time debate, and the perspectives a small team can't otherwise afford to have.

We built a framework that runs structured interviews — and live debate — across 40+ synthetic personas at once. Each one plays a specific role, stays in character, and pushes back when an idea doesn't hold up. What started as a UX research experiment became a decision-making tool we now use in active product and engineering work. Drop a question about a feature, a workflow, a direction — get a range of grounded perspectives back in minutes.

Product discovery at this depth used to require an enterprise — research teams, recruiting overhead, weeks of scheduling, full interview programs. The technology has changed what's possible. Our Q1 testing proved the operating model actually works: faster discovery cycles, broader inputs, better-informed decisions. It's not a product we'll ever ship — it's an internal capability quietly raising the bar on everything we build on top of it.

A capability that used to take an enterprise. Now it's how we operate.

Neural Agent Chatroom — terminal-style interface running structured interviews across 73 synthetic personas with filterable industries, deploy counts, and a live debate prompt.
Recent Experiments

Write-ups from the Labs floor.

Tagged posts from the Intelligence Hub — what we tested, what we shipped, what we learned. Up to six most recent, pulled live so this page stays current as new work is published.

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Tell us about the work.

Every Neural Labs engagement is bespoke — scoped to your client, your moment, your team. Tell us what you're trying to build and we'll point at the closest things we've shipped, or walk you through how Labs operates (the H2A framework, the feedback loop, the principles).