Train more reliable multi-tool agents with linked telemetry, cargo requirements, transport status, and inspection workflows for reefer shipping temperature incidents.

Train models to handle sportswear product variants and pre-checkout actions accurately with tool-use traces from shopping workflows.

Train models to handle major appliance after-sales order changes and cancellations by following order status and business rules.