A WhatsApp assistant for a retail counter: what we built and what we learned
How a retail business moved its most repetitive customer questions onto an AI assistant inside WhatsApp — the design, the guardrails, and the honest trade-offs.
3 min read
Grounded write-ups of AI systems we have built and run — what worked, what did not, and what it took to make them reliable.
How a retail business moved its most repetitive customer questions onto an AI assistant inside WhatsApp — the design, the guardrails, and the honest trade-offs.
We build the systems we write about — for retail, clinics, workshops and property businesses across Africa. Tell us what you run, and we will tell you honestly where AI would help and where it would not.