Responsible AI & governance
AI proposes and people confirm the decisions that affect physical operations; every delivery is backed by evidence (photos, signature, and geofence).
- 01
AI proposes
Routes, slotting, exception alerts, and inventory recommendations — as a proposal that a person confirms.
- 02
The floor confirms
A supervisor or driver authorizes the next step; they can adjust or reject the recommendation using their own operating judgment.
- 03
Evidence closes the loop
Every executed decision is logged (POD, photos, seals, geofences) in the same dataset seen by WMS, TMS, and uRoutes CRM — traceable for the client and for audits.
Governance aligned with Harvard Business Review's "AI-assisted challenge" practice: AI looks for why a plan could fail before it reaches the floor.