Aisocrat Signal

Is this company actually getting stronger?

Signal assesses a company from the outside, using public evidence only. Six dimensions, each scored in a named band with a confidence level, resolving to one durability verdict.

Read the full scoring protocol.

OpenAI

Coasting

Current · 2026-08-06

Traction is real and massive, and the biggest legal threat resolved favourably. But the audited operating loss exceeds revenue by roughly 60%. The engine is bigger, and it still runs on fuel from outside.

Evidence
16 claims · Press 7 · Audited 4 · Estimate 2 · Primary 2 · Company 1

Anthropic

Compounding

Current · 2026-08-06

Growth is converting into improving unit economics rather than consuming them. That is a self-sustaining engine forming in real time. The qualification is narrowness: it compounds on a concentrated base.

Evidence
21 claims · Estimate 9 · Press 8 · Company 3 · Primary 1

How to read a Signal report

Traction and Friction are scored for magnitude only. Traction Quality and Friction Quality score what each force is made of — whether growth compounds or is rented.

Every load-bearing figure carries a ledger entry with its source, date and evidence class, and is referenced inline by ID.

The same foundation, a different job

Signal scores companies from the outside. Compass applies the same core question to the decision you are stuck on and returns a structured brief in about ten minutes.

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