Context before answer
The AI does more than reply: it reads relevant knowledge and product information before making a recommendation.
AI AGENT SAAS / CONTROL CENTER
Connecting chat, product recommendations, sales, and payment records into one customer-facing workflow.
OPEN FULL IMAGE ↗VERIFIED EVIDENCE / CLAIM BOUNDARY
This case demonstrates inspectable product direction, system design, and prototype scope. It makes no unaudited claim about revenue improvement or a client production deployment.
DELIVERED SCOPE
INTERFACE EVIDENCE / FROM THE WORKING PRODUCT
One interface at three levels: system, flow, and control detail.



01 / THE PROBLEM
Customer chat is often treated as an isolated task, even though answer quality, product recommendations, handoff, payment, and reporting all depend on one another.
A single control center for managing AI knowledge, product catalogs, channels, and the customer journey from the first question through payment.
02 / SYSTEM FLOW
03 / PRODUCT DECISIONS
CORE CONSTRAINTMaking the AI feel useful without hiding critical control from the owner.
The AI does more than reply: it reads relevant knowledge and product information before making a recommendation.
Owners retain control over knowledge sources, products, channels, and handoff points from one place.
Conversation, recommendation, sale, and payment are designed as one journey—not four disconnected features.
04 / OPERATIONAL VALUE
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