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Organization sources

Connect every customer channel

Adapters normalize channel evidence. They never run models or send customer replies, so imports are deterministic and replayable.

Manual import

WhatsApp Cloud

whatsapp

Receive message webhooks, edits, deletes, delivery state, and media references.

/api/ingestion/webhooks/whatsapp
IncrementalEditsDeletesAttachments
Ready for credentials

Inbound email

email

Normalize agent and customer email into a threaded support or sales conversation.

/api/ingestion/import
ThreadsHTML-safe textAttachments
Ready for credentials

Generic webhook

api

Post deterministic conversation and message events from any CRM or ticket system.

/api/ingestion/webhooks/generic
IdempotencyRevisionsOut-of-order events
Ready for credentials

Adapter contract

01

Verify webhook or file

02

Normalize immutable events

03

Claim idempotency keys

04

Run versioned policy packs