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Work

AI

Labrys discovery bot

Turning a discovery conversation into a brief a team can use.

Draft case studyAI

Labrys documented this project. The account of my contribution is a draft reconstruction, still to be confirmed.

Concept illustration of conversation cards being organised into a structured product brief
Concept illustration

Labrys built an internal AI tool that gathers product requirements through conversation, shows its understanding on a live map and prepares a proposal in Notion for the team to refine.

The product question

How do you collect enough detail for a proposal while letting someone explain the idea in their own words? The tool asks follow-up questions and can hand the conversation to a person when it reaches its limits.

My contribution, for review

Draft for review: I helped define what the discovery conversation needed to establish, how to recognise a usable answer and when a person should take over. I shaped the first release around producing a brief the team could review.

The decision worth examining

Gathering requirements and committing to a scope are different jobs. A generated proposal should make its assumptions easy to question. I would judge this workflow by how well it prepares a person to make that decision.