Risk models use CAN/OBD, temperatures, vibration & history to warn before breakdowns.
Sensor correlation flags fuel drops, tamper events, and restricted-zone breaches.
Dynamic routing and energy models reduce delays, km, and carbon per delivery.
Asateel & SecurePath exports, validation rules, and audit trails built-in.
Service windows, parts & bay planning by risk.
Video + telematics produce fair, coachable scores.
Card, sensor & GPS events reconciled for truth.
Live traffic & constraints cut delay and detours.
Find anomalies & repeat risk clusters automatically.
CO₂ & energy per route/vehicle with savings plans.
Regional formats with pre‑checks & reminders.
Reliable budgets and variance alerts.
Depots, yards & sensors in one data plane.
Test scenarios safely before rollout.
Multi‑vendor devices unified with one model.
Hands‑free commands for drivers & ops teams.
Are you a machine learning engineer, data scientist, or telematics expert in mobility/logistics? Collaborate with the team building the next decade of fleet intelligence.