AI WhatsApp inbox triage and routing: an operator playbook for Dubai real estate teams

    How to triage inbound WhatsApp conversations with statuses, ownership, consent gating, and audit trails so follow-ups are reliable and reviewable.

    If your WhatsApp operations live in group chats, you do not have an inbox - you have a risk surface. Dubai real estate teams need speed, but they also need ownership, traceability, and consent controls.

    Start here:

    1) Make routing deterministic

    Define routing rules that are explainable:

    • owner assignment (primary + fallback)
    • statuses (new, in-progress, waiting, closed)
    • escalation triggers (SLA breach, uncertainty, missing prerequisites)

    2) Use draft-first replies and review queues

    AI should prepare, not silently decide:

    • draft reply suggestions
    • suggested tags/intent
    • confidence/flags + reason codes for uncertainty

    Uncertain cases route to review queues with explicit ownership.

    3) Keep outbound actions consent-gated

    Follow-ups must be consent-gated and fail closed when prerequisites are missing. For governance posture:

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