ai_logistics_cost_optimization

Current plans

Direct accepted alternatives

refinetrain · job 74%invoice_audit_agent · job 91%Exception Agent · job 85%vendor_cost_compliance · job 73%pando_freight_audit · job 87%ardem_freight_ai · job 77%InvoiceGuard AI · job 73%InvoiceGuard AI · job 76%Percentages are graph-similarity metadata, not suitability scores. A graph edge answers “is it connected” — plan fit and comparable cost are checked below.

Inspect histories

Pick the exact reference and alternative series. Each history is separate; gaps stay gaps.

This view calls the same get_evidence tool your agent would — chart, table and MCP response describe the same records. Watch the reference series