Coulomb AI

Coulomb AI is a battery analytics company that sells a data centric AI platform for monitoring and optimizing batteries across their lifecycle. Its main product is the Battery Observability Platform, with a second product called Battery Health Assessment. The platform ingests streaming battery data from electric vehicles and other battery systems and turns it into real time analytics on performance, degradation and failure risk. The vendor describes machine learning models trained on large volumes of battery data that predict battery parameters used to tune performance. Capabilities listed on the product page include anomaly detection with alerts that adapt to each battery through dynamic thresholds, root cause analysis that moves from fleet level views down to cell level detail, and a digital twin of each battery in a fleet for lifecycle analysis. Reporting is aimed at investment planning, replacement cost and warranty claim analysis. The vendor also describes determining residual value so batteries can move into second life applications. The stated audiences are battery manufacturers, battery as a service operators, automotive OEMs and fleet operators. The problems it targets are unreliable range prediction, unexpected battery failures and faster than expected degradation. The vendor does not publish pricing. Visitors are directed to book a demo or get in touch through the contact address on the site.