Facilitator
Moderator
Frames the question, keeps the discussion moving, and names the decision.
Structured AI deliberation
Better decisions start with a better room.
PanelPrep convenes distinct AI perspectives around your toughest question, then turns the debate into a clear, usable decision record.
- Multiple lensesBuilt-in productive disagreement
- Visible consensusSee what is settled and what is not
- Decision-ready recordExport the full discussion
Live panel In discussion
Panel signalProceed with a staged pilot.
Consensus is forming. Two risks still need an owner.
Not another chat window.
A panel designed to make the hard parts of thinking visible.
One voice can move fast. A well-run panel reveals blind spots, challenges the easy answer, and makes the trade-offs explicit before your team commits.
How it works
From prompt to a decision you can stand behind.
- 01
Set the question
Give the panel the context, constraints, and decision you need to make.
- 02
Hear the debate
Distinct roles interrogate the idea, bring evidence, and challenge assumptions.
- 03
Leave with clarity
Track consensus as it develops, then export the discussion and next questions.
Purpose-built roles
A moderator to guide the conversation. Panelists shaped for the decision.
Choose the roles your question needs. Domain Expert and Operator are only two examples of the panelists you can bring into the discussion.
Build your first panelPanelist role
Domain Expert
Brings subject-matter knowledge, evidence, caveats, and competing explanations.
Panelist role
Operator
Surfaces execution risks, constraints, and the path from idea to action.
Made for consequential work
When there is no room for a shallow answer.
Strategy reviews
Pressure-test a plan before it becomes a roadmap.
Example rolesMarket Strategist, Finance Lead, OperatorProduct decisions
Expose customer, market, and delivery trade-offs in one place.
Example rolesCustomer Advocate, Domain Expert, OperatorResearch synthesis
Turn broad inputs into a structured point of view with open questions.
Example rolesSubject-matter Expert, Researcher, SkepticExpert roundtables
Shape focused discussions around consequential topics and emerging shifts.
Example rolesModerator, Industry Expert, Customer AdvocateYour next decision, better prepared
Bring a sharper panel into the room.
Move from first thought to informed next step without losing the productive tension in between.
Start a panel