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AI & LLM · 2026

SyncFlowAI — WhatsApp Business AI Flow Platform

Backend for a platform that lets businesses build AI-driven conversation flows and lead capture scenarios on WhatsApp Business.

Highlights

  • Provider-agnostic structured generation service returning typed AiStructuredResult<T> with JSON-schema-validated LLM output.
  • OpenAI and OpenRouter adapters; the active provider and model can be switched at runtime from the admin panel.
  • Invocation log infrastructure that records every AI call for auditing and failure analysis.
  • Clean Architecture with Domain, Application, Infrastructure and API layers, policy-based authorization and MongoDB.