Use an automation when the trigger and next action are known. Use AI when the customer needs a conversational answer that depends on context and approved knowledge.
Start with one measurable job
Good first automations include tagging a new lead, assigning a high-intent conversation, creating a follow-up task, moving a deal after a field change, sending an approved appointment reminder, or calling a webhook after a confirmed event.
Build the workflow
- Open Automations and create an inactive draft.
- Choose one trigger and narrow its conditions.
- Add actions in the order they must happen.
- Add waits or branches only when the business rule requires them.
- Decide whether the workflow is silent or should claim the customer response.
- Add a safe exception path for external calls or customer-facing sends.
Response ownership
Sending a message, sending a template, assigning the conversation, or explicitly claiming the response can own the inbound turn. Silent actions such as tags and record updates do not block AI in automation-first mode. This distinction lets CRM work happen without causing duplicate or missing replies.
Test cases
Test a matching event, a non-matching event, repeated delivery of the same event, a customer reply during a wait, an external failure, and a case already owned by a human. Confirm the automation log, customer message, record change, turn owner, and human fallback.
Activate gradually
Start with a narrow audience or safe internal test contact. Monitor logs and exceptions before increasing scope. Give every active automation a named business owner and a review date. Archive workflows that no longer match the operating process.
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