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Engineering

Designing WhatsApp Business Flows That Actually Scale

· 8 min read

Template approvals, opt-out handling, rate limits and CRM sync — the engineering details that decide whether a WhatsApp rollout survives month three.

WhatsApp is the highest-engagement channel most businesses have access to, and also the easiest to misuse. Template rejections, opt-out failures and duplicate sends are usually architecture problems, not marketing problems.

We model every outbound message as an event with an idempotency key, a consent check and a delivery receipt. Broadcasts become batched jobs with per-tenant rate budgets rather than loops over a contact list.

The final piece is CRM synchronisation: every conversation should land against a contact record so sales and support see one timeline.

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