When an endpoint returns a job ID, persist it with the originating request and workspace context. Poll the job endpoint with increasing delays, stop at a terminal state, and inspect partial results before retrying.
Analytics are read models and may lag behind a just-completed send, call, or campaign transition. Use resource state and job status for operational decisions; use analytics for reporting and trends.
Check DNC state before creating or enrolling leads into outbound campaigns. Treat a DNC add as a protective mutation and require an audit trail. Removing a DNC entry should require explicit authorization.
Connected-account responses identify available channels, not necessarily a guarantee that a specific campaign step can send. Confirm account status, channel availability, and campaign preflight results before launch.
Copilot streams responses and may expose approval or rejection operations for proposed actions. Treat approval as a mutation gate: show the proposed action to a human or policy engine before calling the approval endpoint.
