01
Remaining useful life
Months until each battery reaches the threshold you set, whether that is 80% for swap packs or 60% for e-rickshaws.
M-03Degradation Forecast
See the failure five months before it happens.
Degradation Forecast projects each battery’s health forward and flags the packs that will cross your replacement or warranty threshold. Replacements become a planned purchase instead of a roadside surprise.
RUL 4.6 moRisk 90d 12%Band ±0.9 moFloor 70%
Degradation Forecast / Two-wheeler fleet / Pack B-2213State of Health · months in serviceMeasuredForecast80% band
Remaining useful life
4.6months
to 70% SoH · ±0.9 mo
Failure risk · 90 days
12%
Rising with heat
Fleet at risk · 90 days
23packs
of 1,480 monitored
Inside the module
What Degradation Forecast does
02
Failure risk score
Probability of failure in the next 30, 90 and 180 days, combining capacity fade with resistance and imbalance trends.
03
Replacement planning
A month-by-month list of packs due for replacement, so procurement can order ahead and negotiate volume.
04
What-if scenarios
See how the forecast changes if a pack moves to a cooler route or switches to an 85% charge cap.
05
Warranty window alerts
Packs on track to fall below the warranty floor before the term ends are flagged while a claim is still possible.
06
Budget view
Forecasted replacement spend by quarter and depot, built from your own pack prices.
Current path
How it runs
- 1
Project
Each battery’s health history is projected forward using models matched to its chemistry and use.
- 2
Band
Every forecast carries a confidence band. We show the range, not just a single line.
- 3
Act
Packs approaching thresholds are queued for charging changes, route moves, warranty review or replacement.
Rating plate
Specifications
Included on the plans shown in Pricing. Limits and integrations can be extended for large fleets.
Compare plans- Horizon
- Up to 24 months
- Thresholds
- Set per fleet, chemistry or contract
- Outputs
- RUL, failure risk at 30 / 90 / 180 days, confidence band
- Update
- Daily
Trust notes
How to read these numbers
Estimates show their confidence
Forecasts and health scores are estimates based on the data available. Every number carries a confidence range, and it widens when data is thin.
Evidence, not verdicts
Warranty reports present evidence. Claim decisions are made by the manufacturer under the terms of your warranty.
Driver data for battery care only
Driver-level charging data is used only for battery care and coaching. It is never sold or used to rate people for anything else.
Your data stays yours
Battery and fleet data belong to the customer, are encrypted in transit and at rest, and can be exported or deleted on request.
Diagnostics
Degradation Forecast questions
Straight answers about data sources, hardware, accuracy and setup. Ask our team for anything else.
How accurate are the forecasts?
Accuracy depends on data quality and history. With cell-level data and three months of history, remaining-life forecasts usually land within about a month at a six-month horizon. Every forecast shows its own range.
Can it forecast sudden failures?
Some failures, like a connector burning out, give little warning. Many others show up first as rising resistance or cell imbalance, and those are what the risk score is built to catch.
Can we set different thresholds for different vehicles?
Yes. Thresholds can be set per fleet, per vehicle type or per warranty contract.
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-05Warranty Claims
Build complete battery warranty evidence reports with full history, readings and condition checks, ready to share with the manufacturer.
M-07Second-Life Grading
Grade retired EV batteries for reuse in stationary storage using their full service history, with an estimated remaining value for each pack.
Charge complete · 0%