Turn vague ideas into structured execution plans

Stop building blind. Map opportunities with Opportunity Solution Trees, audit assumptions with The Mom Test, score DVF-U risk, and simulate real users — before you write a single line of code.

Try

Built on the frameworks top product teams trust

Opportunity Solution TreesThe Mom TestDVF-U Risk ScoringJobs-to-be-DoneContinuous Discovery30 / 60 / 90 RoadmapsAssumption MappingMulti-Agent SimulationOpportunity Solution TreesThe Mom TestDVF-U Risk ScoringJobs-to-be-DoneContinuous Discovery30 / 60 / 90 RoadmapsAssumption MappingMulti-Agent Simulation
The platform

One workspace for the entire discovery loop

Every framework a principal PM relies on, unified into a single end-to-end pipeline — from raw idea to sequenced, de-risked roadmap.

Opportunity Solution Trees

Deconstruct any concept into Jobs-to-be-Done, then branch into opportunities, solutions, and experiments — Teresa Torres' continuous discovery, automated.

The Mom Test audits

Paste an interview transcript. Our coach flags compliments, hypotheticals, and leading questions you mistook for validation.

DVF-U risk scoring

Quantify desirability, viability, feasibility, and usability risk so you tackle the riskiest leap-of-faith assumption first.

Multi-agent user simulation

Autonomous personas with real biases debate your idea across configurable rounds, then a master evaluator synthesizes high-signal insight.

30 / 60 / 90 roadmaps

Sequence validated assumptions into deterministic milestone phases — each with explicit fallback paths.

HITL governance

Human-in-the-loop safety checks gate every phase, keeping the AI's recommendations accountable and reviewable.

How it works

From a sentence to a sequenced plan

Three steps take you from a fuzzy hunch to an execution plan you can actually defend in a room.

01

Describe your idea

Type your concept in plain language. Blueprint deconstructs it into Jobs-to-be-Done stories and surfaces the real opportunity spaces.

02

Analyze & validate

The Mom Test coach audits your assumptions while DVF-U scoring pinpoints the leap-of-faith gaps that could sink the product.

03

Get your roadmap

Receive a phased 30/60/90-day execution plan with milestone tasks, fallback paths, and governance checkpoints.

Simulation engine

Stress-test your idea against autonomous users

Stop guessing how people will react. Watch AI personas debate your concept like a real-world room — before you commit a single sprint.

Simulation · Round 4 / 104 personas
Maya · Skeptical CFO

Show me the unit economics before we discuss scale.

Devin · Early Adopter

I'd switch today if the onboarding took under five minutes.

Priya · Power User

The notification logic breaks down once I have 20+ habits.

Evaluator

Desirability validated. Viability remains the top leap-of-faith risk.

Real human personas

Agents carry distinct biases, friction points, and domain expertise. They argue, agree, and collaborate like real people.

Deep debate rounds

Configure up to 10 back-and-forth rounds and watch ideas evolve as agents challenge each other's assumptions.

Massively parallel

Simulate hours of customer interviews and board meetings in seconds with parallel LLM execution.

Unbiased synthesis

A master evaluator monitors the whole simulation to extract signal and invalidate your riskiest assumptions.

Assumption mapping

See exactly where your idea is most likely to break

Plot every leap-of-faith assumption across David Bland's DVF-U framework. The riskiest, least-evidenced bets rise to the top-left — so you know what to test first.

Risk matrix
Leap of faith
Proven core
Importance
Evidence
Execution timeline

Validated assumptions become a deterministic plan

Each milestone carries explicit fallback paths, so a failed bet never stalls the roadmap. Click any phase to start planning yours.

Stop building blind. Start with a blueprint.

Turn your next idea into a de-risked, sequenced execution plan in minutes — grounded in the frameworks the best product teams use.