Research
Technical writing from the Data Pigeon team — methodology, field findings, and model decisions explained plainly.
Patterns that show up before a charger fails, drawn from a multi-month pilot across a diverse fleet.
Class imbalance in real-world charging data is severe. Accuracy is not the right metric — here's what is.
How we split the prediction problem into separate model families and why that matters for operators.