Commerce conversations depend on context such as the active product, color, size, order and prior turns rather than only the latest user message.
AI / CONTEXT / COMMERCE
BIAOS Conversation Engine
A conversation engine for intent understanding, context management, entity resolution and real business tools.

The engine combines conversation state, entity resolution, product intelligence and a tool registry to keep AI responses connected to business operations.
CAPABILITIES
Implemented capabilities
RESULT
The conversation layer can maintain product context and connect user requests to commerce operations instead of behaving as an isolated text bot.