CellSleuth

CellSleuth is a web + mobile AI-assisted monitoring app for operators of commercial and industrial battery energy storage systems (BESS). It ingests time-series data from common inverters/BMS via standard protocols (Modbus, OPC UA, vendor APIs) and flags early warning signals: cell imbalance drift, abnormal temperature gradients, rising internal resistance proxies, and suspicious charge/discharge efficiency drops. The product focuses on actionable maintenance, not trading: it generates prioritized work orders, recommended tests, and a simple “risk-of-incident” score per rack/string with evidence charts. It also tracks warranty-relevant events and creates a clean audit trail for insurers and OEM claims. Realistically, the hard part is integrations and data quality—so the MVP targets a small set of popular vendors and a narrow set of failure modes that are actually detectable from available telemetry.