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Live·Designer & engineer — end to end

Aya

Multi-tenant AI receptionist platform — live at 4 dental clinics in the Philippines, producing 50+ qualified leads. Niche-agnostic agent core, deterministic LangGraph loop, RAG with operator-visible citations, HMAC-signed booking.

Stack

Next.js 16TypeScriptSupabaseLangGraphOpenRouterpgvectorResendVercel

What's interesting

  • Deterministic agent state machine — agent cannot skip lead capture or double-save a contact.

  • RAG over operator-managed FAQs, services, and policies with chunk-level citations visible to the operator.

  • Pre-inference availability injection — LLM never fabricates appointment times.

  • Row-level security on every table for zero cross-business data leakage by design.

  • Multi-language: English, Filipino, Taglish, Cebuano.

Want a walkthrough or architecture deep-dive? Reach me at mbelteshazzar.bm.1247@gmail.com.