CRM sequence agent: from lead assignment to conversion

    A governed sequence model: route ownership, draft next steps, execute follow-ups within guardrails, and keep outcomes auditable.

    Sequences fail when they are treated as "marketing automation" instead of operations.

    Real operations need:

    • ownership
    • explicit status transitions
    • consent controls
    • audit trails

    See:

    The sequence workflow (operations-grade)

    1. Assign: route every conversation to an owner
    2. Draft: AI prepares next steps and message drafts
    3. Execute: follow-ups run within explicit guardrails
    4. Escalate: sensitive cases route to humans for approval
    5. Audit: track what happened and why

    Related product workflows:

    Draft-first is the right default

    Draft-first preserves trust while still reducing workload:

    • humans see what would be sent
    • exceptions become visible
    • approval policies can be applied before execution

    Once the workflow is stable, you can expand autonomy per action.

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