Research operating system
Evidence before narrative.
Commercial advertising is treated as a discovery signal — never as proof of profitability. Every conclusion traces back to immutable inputs, a frozen snapshot, and a named reviewer.
- Collect once
- Paid data is persisted and reused, never repurchased.
- Unknown is valid
- No fabricated precision for margin or spend.
- Human gates
- Models score; people promote.
- Reproducible
- Any published score replays from a snapshot.
Authorized workspace members only. All sign-in activity is audited.