Product lead
Leads a small product team and worries that AI speed turns untested assumptions into commitments.
Qualifying trait: Uses AI-assisted tools to explore or build product ideasExplore possibilities Start before committing
Try credible alternatives first. Each route makes a different trade-off visible before you spend effort building it.
One study / open the question
This public example keeps one Protopilot study in view. Pick a route to see what it makes explicit, what it tests, and what it deliberately leaves out.
What stays linked
Survey notes / before destination
Begin with what can be observed about the people, the setting, and the cost. A feature is not evidence that the situation exists.
Leads a small product team and worries that AI speed turns untested assumptions into commitments.
Qualifying trait: Uses AI-assisted tools to explore or build product ideasAI-assisted builders make a convincing first version feel close enough to ship.
Teams turn untested assumptions into polished software too early, making it expensive to learn whether a real problem exists.
One survey / three connected spaces
Each space reduces uncertainty for the next. The chain remains visible so a later finding can be traced back to the belief it changes.
No destination yet
For product teams using AI-assisted builders, the costly situation is committing engineering time before the underlying user, problem, and solution beliefs are explicit.
More than one route can lose
Each route names what must be true and how contact with the field could change it.
Teams at risk of premature commitment already use AI-assisted tools to explore or build product ideas.
Product leads using AI-assisted builders want a structured way to expose assumptions before creating a working app.
After framing a problem and hypotheses, product leads will create a tester flow before asking engineering to build.
Selected route / R3
The prototype does not imitate a finished product. It includes only the screens a tester needs to produce evidence about the selected assumption.
Everything beyond this test stays unbuilt.
Tester validation / outside the map
Tester validation is not a fourth product space. It is the outside contact that screens for relevant experience and routes each answer to its linked assumption. The R1 screener updates audience context; it does not count prototype behavior as evidence for R3.
screen_view, interaction, flow_completed, and flow_abandoned remain usage events. They are not screener answers.The return path redraws only the claim its question names. R3 waits for its own usage evidence.
Your first coordinate
Open the Protopilot demo to map the Protopilot project from problem through tester evidence.
Start the field map