How it works · a worked example
One product problem.
Follow every decision.
What happens after you bring an idea? Follow an onboarding-improvement mission from the first question to work you can inspect.
- EvidenceResearch SynthesisMission input
- Option AProduct recommendationFrom Evidence
- Option BAlternative approachFrom Evidence
- ChallengeReviewers + veto rulesFrom Option A + Option B
- DecidePanel / your callFrom Challenge
The example
“Why do people leave during setup?”
Start with a question. Bring what you know. Keep the assumptions visible.
Example mission · Improve onboarding
Who contributes. Who challenges. Who decides.
Follow the direction of a judgement through the team. This is an illustrative workflow, not a running customer mission.
Research Planning → Web Research → Evidence Verification
A source register with citations and gaps
Research Synthesis sends the evidence brief to Product Discovery.
Missing evidence stays visible; synthetic interviews do not count as customer evidence.- SourcesYou + ResearchMission input
- BriefProduct ownerMission input
- EvidenceResearch SynthesisFrom Sources + Brief
- DecisionPanel + youFrom Evidence
- ArtefactsDesign + EngineeringFrom Decision
Step 1 of 6
Start with a problem worth understanding.
You run a small software product. People reach setup, but you don't yet know why some leave. A useful mission starts with a question, not a predetermined redesign.
Investigate where new users struggle in onboarding. Compare options and draft an experiment. Do not change the live product.
- Clarify the audience, desired outcome and non-goals.
- Identify which notes or product data are available.
- Propose bounded work and a credit ceiling.
Your call: Does this scope answer the question you actually have?
- ObjectiveYouMission input
- ResearchEvidence briefFrom Objective
- ProductOptions + trade-offsFrom Objective
- ChallengeSecurity + EngineeringFrom Research + Product
- Your callHuman approvalFrom Challenge
A team with a purpose
The right disciplines.
A shared brief.
Research examines the sources. Product compares the options. Design makes the journey tangible. Reviewers challenge the output. Each contribution has a job and a place in the record.
The 150-role catalogue describes the wider workforce. Missions use enabled capabilities; it does not mean 150 agents run on every request.
Your part in the process
Delegate the work.
Keep the judgement.
A useful AI team makes it easier to decide. It should surface uncertainty, pause for consequential calls and let you send work back.
- ProposalSpecialist teamMission input
- ReviewEvidence + risksFrom Proposal
- YouApprove or returnFrom Review
- Next taskApproved scope onlyFrom You
- PRDProductMission input
- UXDesignFrom PRD
- ArchitectureEngineeringFrom PRD
- PrototypeBuild + QA reviewFrom UX + Architecture
- InspectYou + project exportFrom Prototype
Know what you are receiving
A prototype is a prototype.
A test needs evidence.
Current programmes produce documents, decision records, a lightweight HTML prototype and an export. Generation mode is disclosed. Static checks do not mean the application ran, and a release plan does not mean it was deployed.
Get the review templatesThe next loop
The result should inform
the next question.
Connected outcome review is the next PSI capability. For now, use the experiment brief to record the expected result, then add what you actually observe. Learning begins with an honest comparison.
Download the experiment brief- DecisionExpected resultFrom Next question
- BuildInspectable artefactFrom Decision
- ObserveYou supply resultsFrom Build
- Next questionProposed missionFrom Observe
Your turn