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.

MediumLow confidenceUnreviewed
Missed commitment: Harbor & Pine Hotels
Commitments to Harbor & Pine Hotels have slipped
Detected Oct 2, 2026 · last evidence Oct 2, 2026 · 1 message · owner Grace Kim
MediumLow confidenceUnreviewed
Budget concern: Harbor & Pine Hotels
Budget pressure mentioned for Harbor & Pine Hotels
Detected Oct 2, 2026 · last evidence Oct 2, 2026 · 1 message · owner Sofia Alvarez
Medium