The situation
A webhook-driven WhatsApp workflow that receives inbound messages, processes conversation context, generates an appropriate AI/business-logic response, and sends it back through the messaging layer.
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Inbound WhatsApp webhooks with AI first-touch replies and escalation.
The situation
A webhook-driven WhatsApp workflow that receives inbound messages, processes conversation context, generates an appropriate AI/business-logic response, and sends it back through the messaging layer.
The problem
Businesses receive repetitive first-touch WhatsApp messages that consume staff time and create inconsistent response times.
What we built
WhatsApp webhooks connected to an automation layer and AI response logic, with room for CRM logging, lead capture, escalation and follow-up workflows.
Multi-tenant clinic CRM with intake, appointments, RCM, and AI reception.
Multi-tenant messaging architecture with queues, webhooks, and campaigns.
Working software that watches ICP+ slots and alerts over Telegram.