AI Product Design Lab

One afternoon at a fictional energy investor, told in four moments. An analyst has ninety minutes to get a brief in front of the board, and each experiment picks up the artifact the last one put down: a loose request becomes a brief, the brief is checked against the sources it does and does not have, the gap that check exposes is filled by an agent under supervision, and what the assistant learned is offered back to keep or throw away. Every prototype runs live and narrates itself.

Steer, settling the brief before the model writes

A loose request lets the model quietly decide audience, goal and tone for you. Steer turns it into a visible brief, every inferred assumption an editable chip, and flags the forks it should not resolve alone.

Ground, seeing what a claim rests on

A fluent paragraph reads as one confident thing, but some of it is well sourced, some rests on a single stale page, and some is invented. Ground attaches sources, confidence and freshness to every claim, flags what nothing backs up, and sets conflicting sources side by side rather than averaging them. Moment two of four.

Oversee, autonomy you can supervise

Chatbots talk; agents send the money and change the records, and an are you sure prompt does not scale to work running for minutes across dozens of steps. Oversee makes autonomy a setting, previews effects in a dry run, treats interruption as a first class action, and keeps everything reversible. Moment three of four.

Recall, memory you can read and revoke

Personalization accumulates in the dark: the assistant builds a picture of you from things you said once and things it inferred, and you never see it. Recall makes every remembered fact a card, attributed to its source, scoped to where it applies, and forgotten precisely when you want it gone. Moment four of four.