Scrutable · evidence-native product studio
Scrutable designs and builds consequential software for teams working with AI, automation, and complex decisions.
The problem
AI, automation, and complex operational systems increasingly shape what people see, decide, and do. Too often, the explanation arrives later—if it arrives at all.
Scrutable treats understanding as part of the product. We design and build software whose results, evidence, and responsibility remain visible to the people who depend on it.
Selected work
Every project shown here comes from Scrutable’s publication-gated catalog. Its current standing and supporting proof travel with it.
A Scrutable Works project
Agents knock. You decide.
Browser leases, user-present approvals, repair handoffs, and redacted audit records give agents bounded access to authenticated surfaces — without hijacking your own sessions.
A Scrutable Works project
Bursts, not averages.
Measures typing the way you actually type — in bursts, not test averages — with live WPM in the menu bar and day-over-day trends.
A Scrutable Works project
Your name is called. You appear.
A harness for the steps automation can't do alone — sign-ins, hardware, senses, judgment. The run holds, calls you in for one bounded step, binds what happened to machine evidence, and resumes — recorded, not recollected.
What we do
Scrutable works where product behavior, organizational responsibility, and human judgment meet.
Clarify what the system is being trusted to do, who carries the consequences, and what a responsible result must make visible.
Turn complex behavior into an interface people can inspect, question, and use without needing hidden institutional knowledge.
Connect product strategy, interaction design, and engineering so explanation is part of the product rather than a document added afterward.
Preserve the evidence, ownership, and routes for challenge that let a system remain trustworthy as it changes.
How it works
A scrutable system makes four things legible: what happened, what supports it, who is responsible, and what someone can do when it is wrong.
See the methodIdeas
Research, field notes, and experiments will appear here when they are ready for public inspection. Nothing is being presented as published before it clears that threshold.
Visit IdeasStart with the system