Predict. Prevent. Perform.
Enable remote health, OTA updates and predictive maintenance for vehicles operating in critical and remote environments — supply chain corridors, mines, ports and rural networks.
Secure Telemetry
Vehicle, BMS and inverter data streamed with edge buffering for poor connectivity zones.
- Store‑and‑forward
- Signed payloads
Health & Prediction
Rules and ML models detect trends early — cell imbalance, connector temps, coolant flow.
- Remaining‑useful‑life signals
- Alert deduplication
Remote Actions
Targeted OTA updates, parameter tweaks and guided workflows for field teams.
- Safe rollbacks
- Audit & approvals
Long‑Haul Logistics
Keep corridors flowing with proactive battery and thermal alerts; coordinate charger service windows.
Mines & Remote Sites
Operate in patchy networks with store‑and‑forward telemetry and offline workflows.
Field Service
Issue triage and work orders routed automatically to nearby technicians with parts lists.
Edge cases we handle
- Offline vehicles for days — signed buffers prevent data loss; backfills when online.
- Noisy sensors — rules and models fuse signals to reduce false positives.
- Risky OTA — staged cohorts, canaries and automatic rollback on error budgets.
- Shared fleets — tenancy and approvals ensure safe remote actions.
Benefits
- Lower downtime via predictive detection of thermal and electrical anomalies.
- Faster MTTR through remote triage and parts‑ready on‑site visits.
- Audit‑ready operations with signed artifacts and change history.
- Happier drivers and dispatchers thanks to fewer roadside events.
Commercial Outcomes
Warranty, uptime and service KPIs that move the needle
Unplanned Downtime
20–40% reduction from earlier detection.
MTTR
30–45% faster resolution with remote triage.
Warranty
Fewer charge‑related claims post‑interop fixes.
Reduce downtime. Increase confidence.
Let’s enable predictive maintenance for your platform.
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