01
Habit detection
Every session is classed: full charges, hot charges, fast charges and deep discharges, with the share of each per depot.
M-04Charging Insights
Most battery wear happens at the plug.
Charging to 100%, charging a hot pack at noon, running down to empty. Charging Insights finds these habits by driver, vehicle and depot, puts a cost on each one and builds a schedule that fits your shifts.
To 100% 64%Hot charge 29%Cap 85%Window 9 pm
Charging Insights / Chennai depot / last 7 daysCharging sessions by hour41% start between 12 and 3 pm
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Habits wearing packs out
- Charged to 100%64% of sessions
- Charged above 40 °C29% of sessions
- Discharged below 10%17% of sessions
Suggested schedule
- Main charge 9 pm - 6 am
- Cap at 85%, top up to 100% once a week
- No charging 12 - 3 pm above 36 °C
Inside the module
What Charging Insights does
02
Heat-aware windows
Local temperature is combined with pack temperature to find the hours when charging does the least harm.
03
Schedules that fit shifts
Suggested charging windows and charge caps built around your actual duty hours, not ideal lab conditions.
04
Driver charging score
A simple score drivers can see in their app or on a depot screen, with a short tip after each poor session.
05
Cost of each habit
Each habit is translated into months of battery life lost and money, so changes are easy to prioritise.
06
Push to chargers
Send caps and schedules to OCPP chargers or swap stations, or export them for your depot team.
Current path
How it runs
- 1
Find
Sessions from vehicles, chargers and swap stations are classed and tied to drivers and depots.
- 2
Price
Each habit gets a cost in lost battery life, using the same models as State of Health AI.
- 3
Change
Schedules and caps go out to depots and drivers. The forecast shows the effect within weeks.
Rating plate
Specifications
Included on the plans shown in Pricing. Limits and integrations can be extended for large fleets.
Compare plans- Session sources
- Vehicle telematics, OCPP 1.6 / 2.0.1 chargers, swap station logs
- Habits tracked
- Full charge, hot charge, fast charge, deep discharge, long idle at high SoC
- Outputs
- Schedules, caps, driver scores, habit cost
- Delivery
- Dashboard, depot display, webhook, CSV
Diagnostics
Charging Insights questions
Straight answers about data sources, hardware, accuracy and setup. Ask our team for anything else.
Can drivers see their charging score?
Yes, if you choose to share it. Scores can be shown in your driver app through our API, on a depot screen or in a weekly message.
Will an 85% cap reduce range too much?
The schedule is built from each vehicle’s daily distance. Vehicles that need the full range keep it, with the top-up timed to finish just before the shift.
Is driver data used for anything else?
No. Driver-level charging data is used only for battery care and coaching.
Connected modules
M-02
State of Health AI
An AI health score for every battery in your fleet or storage system, compared with what is expected for its age, chemistry and use.
M-03Degradation Forecast
Predict remaining useful life and failure risk for every battery, months ahead, with confidence bands you can plan budgets around.
M-01Cell Monitor
Live readings from every battery management system and telematics unit in your fleet: pack and cell voltage, current, temperature and charge cycles in one view.
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