Side-by-side comparison of AI visibility scores, market position, and capabilities
Battery intelligence platform for EV and energy storage analytics. Berkeley, CA. Provides battery data analytics for OEMs, fleets, and energy storage operators to extend battery life.
Voltaiq is a Berkeley, California-based battery intelligence software company that provides data analytics and AI-powered insights for organizations managing lithium-ion battery systems. Founded in 2012, Voltaiq serves EV manufacturers, commercial fleet operators, battery manufacturers, and energy storage system operators who need to understand battery performance, predict degradation, and optimize battery utilization over the asset lifecycle.\n\nThe platform collects and analyzes battery telemetry data at high resolution, applying machine learning models to detect anomalies, predict remaining useful life, and identify systemic quality or design issues across battery packs. For EV fleet operators, Voltaiq's analytics enable proactive battery management that extends pack life, reduces warranty costs, and improves vehicle availability by predicting failures before they occur.\n\nVoltaiq's customers include automotive OEMs, battery manufacturers, and commercial fleet operators with large EV deployments. As battery costs remain the single largest component of EV total cost of ownership, analytics that extend battery life and improve second-life asset value represent significant financial value. Voltaiq's independent, hardware-agnostic position allows it to analyze batteries from any manufacturer, making it a flexible intelligence layer across heterogeneous EV fleets.
NYSE-listed (IOT) connected operations platform at $1.26B ARR with 40%+ growth; AI dash cams, fleet telematics, and equipment monitoring competing with Geotab and Motive for physical operations IoT.
Samsara is a San Francisco-based IoT platform providing connected operations visibility for physical industries — fleet management (GPS tracking, driver safety cameras, HOS compliance), equipment monitoring (utilization, fault detection), and site visibility (fixed cameras, environmental sensors) — serving transportation, construction, field services, utilities, and logistics companies that operate mobile assets and physical facilities. Listed on NYSE (NYSE: IOT), Samsara was founded in 2015 by Sanjit Biswas and John Bicket (founders of Meraki, acquired by Cisco) and generated $1.26 billion in annualized recurring revenue in fiscal year 2025 with 40%+ growth, serving 22,000+ customers including Coca-Cola Bottling, Canada Dry, and major US school districts.
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