ChatDemos AI
Universal WhatsApp Business AI platform with strict Human-in-the-Loop enforcement.
What is ChatDemos AI?
ChatDemos AI is a production-ready, single-tenant WhatsApp AI conversation platform with strict Human-in-the-Loop enforcement. It is designed to be deployed as separate isolated instances per business — each instance owns its own data, knowledge base, conversation history, and HITL approval flow.
The core architecture is WhatsApp → Pydantic AI (FastAPI) → Supabase → Dashboard. AI replies are generated by Claude 3.5 Haiku via OpenRouter, cached semantically (60–73% cost reduction), and either auto-sent or held for human approval depending on per-business policy.
It is the single largest production system shipped end-to-end out of ClosedChats AI to date — and it serves as the architectural reference for every WhatsApp + AI engagement we ship.
Who is it for?
- SMBs that handle most customer conversations on WhatsApp
- Verticals where AI cannot be unsupervised: healthcare, real estate, regulated finance
- Operators who need true data isolation per business (not multi-tenant SaaS)
- Teams that want production telemetry from day one — not a black-box chatbot
What does it do?
- WhatsApp Business API ingest + reply
- Real-time HITL approval dashboard (human reviews before send)
- Per-business knowledge base (products, FAQs, documents) with vector search
- Semantic response cache (60–73% LLM cost reduction)
- Jailbreak / spam / rate-limit security layers
- Real-time analytics on conversation volume, intent, deflection rate
- Single-tenant deployment template (one Coolify project per business)
How is it built?
What makes it interesting?
- 60–75% latency improvement over the equivalent n8n workflow
- HITL is enforced architecturally — not bolted on as a setting
- Semantic cache cuts LLM cost by 60%+ without hurting answer quality
- Single-tenant by design: each customer's data is in its own database
- Production-tested at 1,000+ concurrent users with full observability
Live workflows we ship like this
Production automation patterns we deploy for clients on the same primitive — customized to their stack on the engagement.
Alex — WhatsApp Sales Agent
Intelligent sales agent that routes, prioritizes, and resolves customer inquiries. AI-powered product suggestions, sentiment analysis, in-conversation payment capture, and CRM hand-off — all through one WhatsApp number.
WhatsApp
PostgreSQL
ChatGPT
OpenAIWant something like this for your business?
We adapt the patterns above to your stack on every engagement. The 15-minute discovery call is free — you leave with a plan regardless.