The AI Team Meeting Rooms

Single-agent AI has a structural flaw: it optimises for agreement. Ask one model whether your pricing is sound and it will find reasons to support whatever you have already decided. The confirmation bias that makes human advisors unreliable is amplified, not removed, by a single voice responding to the framing of your question.

Useful deliberation needs perspectives held in tension: a margin voice asking whether the unit economics work, a capacity voice asking whether the team can deliver it, and a red team actively hunting the failure mode everyone in the room is avoiding.

Six specialists are convened in a structured room.

The Council Director manages the agenda and turn-taking and stops the conversation looping. The Margin Advisor analyses unit economics and cash flow. The Capacity Advisor evaluates bandwidth and delivery bottlenecks. The Red Team stress-tests the proposal adversarially, without diplomatic softening. The Peer Review Agent validates factual claims and audits the calculations made during the debate. The Chairman resolves the trade-offs into a decision memo and an action log.

Eight pre-configured templates cover the decisions founders make repeatedly: Product Launch Review, Pricing Adjustment, Quarterly Capacity Audit, Emergency Hotfix Triage, Campaign Review, Hiring Decision, Partnership Evaluation and Strategic Priority Reset.

Prompt caching on the static company brief and tiered model routing cut token cost by roughly 85 percent against running the same deliberation on a frontier model throughout.

Production-live since 29 May, powering strategic decisions across this holding structure. The pricing architecture on this page went through it.

You stop being the only person in the room when a strategic choice is evaluated, and start receiving structured pushback that either improves the decision or shows why it should not be made. Paired with the Collective Brain, the council argues from your actual cash position, capacity and pipeline rather than from generic assumptions.

• Solopreneurs and lean founding teamsWith no board or C-suite to stress-test a decision before resources are committed.
• Scale-up executives and department headsRunning cross-functional risk assessments before an initiative goes to committee.
• Venture studios and incubatorsWho need one standard of governance applied across a portfolio of companies.