EV Fleet Intelligence Platform

Platform overview

6 agents · 1 spine

Six specialist agents on one shared data & traceability spine — each vehicle links to its battery pack, cell lot, supplier, route and duty cycle. The orchestrator synthesises across all of them; open any module to go deep.

Orchestrator briefing

Idle.

Cross-agent links

APM→Procurement2 packs near end-of-life feed battery-repower orders Quality→Fieldlow-Cpk lots fade 1.47× faster — suspect Yangtze Power Cells Supply→FleetChina = 37.5% of packs by cell origin APM→Maintenance17 battery jobs generated live from triggers

Agent modules

Battery health, degradation & remaining useful life

avg SoH · 17 high/critical

Electrification

Duty-cycle fit, EV replacement & procurement plan

60% electric · 16 candidates

Scope 1 & 3 per route, progress to target

vs baseline · 279t gap to 2035

Downtime, charger uptime & workshop capacity

16 downtime risk · 15 chargers <SLA

Material sourcing, concentration & ESG risk

9/24 packs exposed

Cell-to-pack quality drift & root cause

lots · 1.47× field fade