AI opportunities

Context-triggered relevance matching

Matching the person's current task context — an open document, an active channel — against likely-relevant content, to surface a suggestion unprompted.

Technique

Embedding the current context and matching it against the index continuously, with a relevance threshold gating when to interrupt.

Open source tool

Same embedding infrastructure as CAP-102

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