#983 — [backend] Build signal ingestion pipeline
Repo: Twill-AI/facade State: open | Status: open Assignee: Unassigned
Created: 2026-02-03 · Updated: 2026-02-03
Description
Summary
Normalize signals from CRM, document AI, external syncs, comms, and time-elapsed checks.
Scope
- Emit normalized signals from activity tracking and status updates
- Ingest doc upload/classification events
- Hook external sync completion
- Add time-elapsed signal generation (hourly/nightly)
Role
Backend/Integrations
Estimate
3–5 days
Notes
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