AI Failure Prediction
Proactively identify batteries at risk of failure
Prediction Accuracy
94.7%
+1.2% from last quarter
Batteries at High Risk
1,247
0.27% of total inventory
Batteries at Medium Risk
5,832
1.27% of total inventory
Potential Cost Savings
$3.8M
Estimated annual savings
Prediction Accuracy Over Time
Historical performance of the AI prediction model
Key Risk Factors
Primary factors contributing to failure predictions
Prediction Timeline
Expected failures over the next 90 days