Signals and opportunities

Inferred from authorized communications using transparent rules. Each signal shows its evidence, contradicting messages and how confident the evidence is. Signals never produce churn probabilities.

What confidence means

Confidence describes how strong the textual evidence is, not a statistical probability. High: three or more relevant messages across at least two threads, recent (within 30 days), with no newer contradicting message. Medium: two or more messages, or one explicit recent statement. Low: a single or older mention, or evidence contradicted by newer messages.

MediumHigh confidenceUnreviewed
Scope creep: Atlas Fitness
Unplanned requests are expanding Atlas Fitness's scope
Detected Jul 14, 2026 · last evidence Oct 2, 2026 · 5 messages · owner Hannah Brooks