Backend stages9
One canonical lead lifecycleBackend workflow map
Automations
See exactly how SignalDesk turns an inbound lead into human-approved outreach.
Automated stages6
Validation through reviewHuman gates1
Approval is always explicitDurable retries2
One active run per leadInbound enrichment
Lead processing lifecycle
Click a stage to inspect its backend responsibility. The graph cannot be edited.
Pan, zoom, and inspect only
Resume-safe execution
Successful stages are skipped; a retry resumes from the first failed or pending stage.
Idempotent outcomes
Approved and sent leads are returned unchanged unless an explicit allowed action is requested.
Human-in-the-loop
The automation stops at review. Draft version conflicts are rejected before approval.
Protected delivery
Only approved drafts can be sent; demo mode writes a simulated outbox delivery.