Dev Tools · 1h ago
WhatsApp AI Assistant Cuts Salon No-Show Rate from 30% to 8%
A developer built a WhatsApp CRM for a Durban salon, reducing no-shows from 30% to 8% with automated reminders. The system handles local business hours, payment methods, and code-switching between isiZulu and English. The project shows that practical, locally-aware AI can deliver immediate ROI for small businesses.
Meridian48 take
The story underscores that AI's real value often lies in solving mundane operational problems, not flashy demos.
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How I Built a WhatsApp AI Assistant for a SA Salon - And What It Taught Me About Local AI →
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