Building the AI Layer for a Food Delivery Support Bot🚀 A regional food delivery platform needed ...Building the AI Layer for a Food Delivery Support Bot🚀 A regional food delivery platform needed ...
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Building the AI Layer for a Food Delivery Support Bot🚀
A regional food delivery platform needed a customer-facing AI agent that could handle live order queries in Arabic and English — without hallucinating status, misrouting frustrated customers, or breaking under injection attempts.
My role was the AI behavior layer: system prompt architecture, decision logic, and the test suite that kept it honest. I designed an 11-gate decision tree where routing is determined by order status × elapsed time — not customer tone. A frustrated message doesn't trigger escalation. A VENDOR_ACCEPTED order delayed 20 minutes does.
The test suite ran 41 versions across 10 categories: routing thresholds, language switching, ETA edge cases, multi-turn flows, and injection resistance.
Result: live in production for over a month, 98% customer satisfaction rating from the support team.
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Muhammad's avatar
Super impressive work
Hasan's avatar
Thank you🙌
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