Inbound messages are validated, queued, and processed asynchronously. Compliance runs before the AI sees anything. The pipeline returns a response in seconds — no human in the loop required.
Book a discovery callWhen Twilio delivers an inbound webhook, the platform validates the request, writes the raw payload to the message queue, enqueues a pipeline job, and returns 200 OK immediately. The pipeline picks up the job, runs compliance, assembles context, calls the AI, persists the turn, and sends the response — all asynchronously.
Every inbound message is matched to the right campaign and the right conversation. If no open conversation exists, a new one is created. If one exists, the message is attached to it — context is always complete.
The inbound module resolves which campaign a contact belongs to and loads that campaign's configuration — questions, persona, scheduling level, and business hours — so the AI always has the right context for the right campaign.
How it works: Context assembly loads campaign from conversation — the AI never receives a mismatch between config and conversation history.
If a contact already has an open conversation for the campaign, the inbound message is attached to it rather than creating a new one. The full history is preserved — the AI reads everything that has already been said.
How it works: A second open conversation for the same contact and campaign is never created — deduplication enforced at the pipeline level.
If an inbound message arrives from a phone number that cannot be matched to any contact in the database, the pipeline exits cleanly without creating any records or calling the AI. No error, no incomplete data.
How it works: Unknown contacts return 200 OK to Twilio with no processing — the platform never creates orphaned records.
If the inbound webhook receives a structurally malformed payload — missing required fields, empty message body, or unexpected format — the pipeline handles it gracefully without raising an unhandled exception or creating a partial record.
How it works: Malformed payloads exit cleanly — no partial database records, no silent errors.
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