// THE BRIEF
ChatEmu is an AI-powered WhatsApp Business platform that brings intelligent, empathetic conversations to businesses at scale — understanding context, emotion, and intent. The bet: WhatsApp is the dominant business channel in much of the world, and the winner is whoever makes automated conversations feel human, not robotic.
// WHAT WAS BROKEN
- ▸WhatsApp Business automation usually feels like a decision-tree bot — customers can tell, and they bounce.
- ▸Empathetic, context-aware conversation requires real LLM orchestration, not keyword matching.
- ▸It has to scale to thousands of concurrent conversations while staying within WhatsApp Business API constraints.
// HOW WE SHIPPED
- 01
Phase 1
Conversation architecture
Designed an agent.stack on top of the WhatsApp Business API: an intent + sentiment layer reads context and emotion, a reasoning layer drafts the reply, and guardrails keep it on-brand and compliant.
- 02
Phase 2
Product surface
Built the product on product.os — onboarding, number provisioning, conversation inbox, and analytics — so a business can connect WhatsApp and go live without engineering.
- 03
Phase 3
Human-in-the-loop + handoff
Wired seamless escalation to a human agent when the model is uncertain or the conversation is high-stakes, preserving the "human touch" the product promises.
- 04
Ongoing
Scale + tune
Conversation quality is monitored and tuned continuously; the empathy + intent models improve as volume grows.
// WHERE IT LANDED
ChatEmu shows the AI-product build we run end-to-end: a real conversational-AI SaaS, from agent architecture to a self-serve product surface, on the channel businesses actually use. Representative of how we turn an AI capability into a shippable, sellable product.
// THE STACK SHIPPED