Last month I deployed a WhatsApp CRM system for a Durban salon. Before: 30% no-show rate, manual follow-ups, missed bookings. After: 8% no-show rate, automated reminders.
What I learned about building AI for SA businesses:
1/ WhatsApp is the interface. Not email, not an app. WhatsApp.
2/ Local context matters more than model sophistication. SA business hours, local payment methods, isiZulu/English code-switching.
3/ ROI is immediate and visible. Within 2 weeks, the salon owner saw the revenue difference.
