How it works
A clear path from problem to outcome
Every circle follows the same disciplined loop, so the result is a decision you can act on — not a long thread.
The loop
- 1
Describe the problem
Title, context, constraints, budget and the outcome you want. Keep it public or private, or enterprise-only.
- 2
AI builds the brief
An executive summary, objectives, constraints, success metrics, required skills and clarifying questions — versioned and editable.
- 3
Matched experts join a circle
Experts are ranked on skills, semantic fit, reputation, reliability and availability, with the reasons shown. They accept or decline; you confirm.
- 4
Work it through together
Real-time chat and threads, a Kanban board, polls, decision matrices and milestones. The AI assistant summarises and turns talk into tasks.
- 5
Leave with an Outcome Pack
Executive summary, decision matrix, rationale, action plan with owners, risks and mitigations. Export to PDF or share a secure link.
How reputation works
Your Intelligence Score grows when outcomes you contributed to work in practice. Your Contribution Score reflects accepted, high-quality contributions (assessed with anti-gaming safeguards). Your Reliability Score tracks whether you deliver what you commit to. Peer ratings are weighted by the rater's own reputation, rate-limited and subject to cool-downs. The full breakdown is always visible on your profile.
Questions
How does the AI assistant use my data?
It summarises discussions, extracts action items and drafts outcome sections. Every AI run is logged. Circle owners can switch it off and set retention.
How is reputation calculated?
From outcome effectiveness, accepted contributions, weighted peer feedback and consistency — never from followers or likes. Ratings are rate-limited with cool-downs and anti-fraud checks.