Ops · Engagement
KPI-based AI POC
95% of GenAI pilots die without ROI. We start with metrics and one use case.
Choose one UC to begin
- Customer status requests
- Exceptions: delayed trips
- Natural-language analytics for management
Guardrails
- TMS-native integration
- Human-in-the-loop
- One agent
- No L3 autonomy
Deliverable
Live for 2 weeks · ROI dashboard · Go/No-Go report.