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Cellwise

One layer over every battery you run.

Cellwise ingests what your assets already emit, models what those signals mean, and puts a staffed operations team behind the result. No new hardware. No vendor lock.

  • Consult
  • Monitor
  • Intervene

Three things, in order.

Most battery problems are not analytics problems until somebody has established what is actually installed. Cellwise starts there.

  1. 01

    Consult

    Audits, due-diligence and advisory. Know exactly what you own and how to run it.

  2. 02

    Monitor

    24×7 analytics across safety, life, uptime, efficiency, DTCs and alarms.

  3. 03

    Intervene

    A shared command center that acts on the data in real time.

Five questions, answered continuously for every pack.

Each pillar runs against the same cell-level evidence. Safety leads because it is the one that cannot wait.

Flagship

Safety

Early-warning on thermal, over-voltage and cell faults, before they escalate.

  • Continuous cell-level voltage, temperature and impedance surveillance.
  • Divergence detection — a cell drifting from its neighbours is flagged, not averaged away.
  • Escalation thresholds tuned per chemistry and duty cycle rather than a single global limit.
  • Every flag carries its evidence trail, so a field team knows what to check first.

Cellwise is decision-support. It surfaces risk earlier so your team can act sooner; it does not guarantee against failure or thermal events.

Life Extension

Track degradation and imbalance; operate to defer costly replacement.

  • State-of-health estimation tracked per pack and per module over the asset life.
  • Imbalance and capacity-fade trends separated from normal duty-cycle variation.
  • Operating recommendations — depth of discharge, charge windows, rest periods.
  • Replacement forecasting so capital is planned, not triggered by a failure.

Uptime

Predictive maintenance flags weak packs before they strand an asset.

  • Weak-pack ranking across the estate, refreshed continuously.
  • Maintenance windows proposed against duty schedules, not calendar intervals.
  • Root-cause grouping so a recurring fault is fixed once, not repeatedly.

Efficiency

Charging and round-trip-efficiency optimization to protect range and margin.

  • Round-trip efficiency measured per site and per pack, not assumed from spec.
  • Charging-profile analysis against realised range and throughput.
  • Loss attribution — thermal, imbalance, auxiliary and conversion, separated.

DTCs & Alarms

Decoded trouble codes and mined alarm patterns — signal, not noise.

  • Vendor trouble codes decoded into plain, consistent language across the estate.
  • Alarm patterns mined for the sequences that actually precede failures.
  • Noise suppression so a real alarm is not buried under a thousand routine ones.

Operations

The Command Center.

Software watches. People act.

A shared 24×7 operations center standing guard over your assets — real-time triage of every critical alarm, live intervention guiding the field, and closed-loop reporting back into the health model. Enterprise-grade operations without standing up your own 24×7 team.

Inside the Command Center
  1. Alarm raised01
  2. Real-time triage02
  3. Live intervention03
  4. Back into the model04
  5. …and the model is sharper for the next pack.

What actually happens when a cell diverges.

Analytics raise the flag. What follows is a staffed procedure, not a notification.

  1. 01

    Watch

    Every critical alarm across every connected asset lands in one queue, ranked by consequence rather than arrival time.

  2. 02

    Triage

    An operator confirms or clears the signal against pack history, duty cycle and known fault patterns before anyone is dispatched.

  3. 03

    Intervene

    The field is guided live — what to isolate, what to inspect, what to measure — with the evidence already assembled.

  4. 04

    Close the loop

    What was found goes back into the health model, so the next flag on a similar pack is sharper than the last.

One intelligence layer, over everything you already run.

  1. 01

    Ingest

    BMS, CAN, telematics & SCADA — any chemistry, any vendor.

  2. 02

    Analyze

    Prognostics-grade health, degradation & alarm mining.

  3. 03

    Surface

    Clear dashboards and prioritized alerts.

  4. 04

    Act

    Command-center intervention closes the loop.

Hardware-agnostic · vendor-neutral · fleet and stationary on the same pane of glass.

It reads what you already have.

Cellwise is a software layer. There is no Cellwise hardware to install, and no requirement to standardise your estate on one vendor before you can see it.

Talk through your stack
  • Battery management systems (BMS)
  • CAN bus and vehicle gateways
  • Fleet telematics platforms
  • BESS SCADA and site controllers
  • Charger and EVSE data
  • Existing maintenance and ticketing systems

Not listed? Integration is a data question, not a partnership question — ask us.