Customer Cases
It covers the real-world implementation practices in university research, vocational education, and commercial retailing.

Predictive maintenance agent with a 100% gate pass rate
Delivered a failure-warning and maintenance-recommendation agent for a new-energy equipment manufacturer: scenario assessment, plan compilation, real delivery and evaluation, with a 100% gate pass rate and automatic cleanup.

Inventory alerts and replenishment advice from ERP data
Delivered an inventory-warning skill on top of ERP/WMS data, producing replenishment suggestions and exception explanations, with delivery scope and acceptance criteria agreed up front.

Customer-service knowledge assistant with an auditable delivery
A knowledge assistant for dealers and frontline agents that unifies answers and reduces repeat enquiries, with workspace isolation and an auditable delivery.