We score your first batteries within two weeks of data receipt.
Pack performance report · Attribution split · Design feedback brief
These are outputs from the platform running on Indian field data today.
Battery failed at 14 months. Attribution: 28% OEM, 56% operator. SHAP R²=0.816. Verdict in 90 seconds. 80% of claims: zero manual intervention.
Pack3401 vs Pack3001. Same operator. Same route. Confirmed across 27 batteries, 3 cities, 13 months. Operator attribution: less than 15%.
Firmware v2.1.3 firing 40mV too early. Visible across 500+ batteries, invisible to any single operator. 144 service calls eliminated.