Start with conversation intent
Map your top message intents first: pricing, booking, availability, support, and escalation. Automation quality depends on clean intent handling, not long prompt templates.
Automation
WhatsApp Automation Guide for Service Businesses
How to design WhatsApp automation that improves response time without harming customer trust.
Design clear handoff rules
Define exactly when AI should stop and a human should take over. High-intent buyers and unresolved issues should move to human support with full context attached.
Track operational metrics
Measure response speed, handoff rate, qualification quality, and booking conversion. Without these metrics, automation decisions become guesswork.