Company Overview#
Quantum Hi-Tech develops data-driven solutions for EV battery health assessment, helping vehicle owners, fleets, and automotive service providers understand battery condition and degradation using real-world driving data.
Technology & Product#
Its TRIZ-AI platform analyzes real-driving BMS data to assess battery State of Health (SOH), degradation patterns, driving characteristics, and abnormal behavior without removing or disassembling the battery.
The platform provides a Battery Health Dashboard and vehicle-specific AI Battery Health Reports, translating battery data into information that can be used for vehicle management, maintenance, and customer-facing services.
Market & Use Cases#
Key applications include certified pre-owned EVs, fleet management, after-sales services, vehicle maintenance, battery certification, and EV resale. The technology can improve transparency around battery condition and support more informed decisions across the EV lifecycle.
Traction & References#
Quantum Hi-Tech has built a real-world dataset covering more than 1,000 EVs and operates its cloud-based battery analytics service through live pilots. The company received a CES 2026 Innovation Award and is exploring additional applications including insurance, charging services, and battery passports. Technology maturity is assessed at approximately TRL 7–8.
Collaboration Relevance#
For Mercedes-Benz, Quantum Hi-Tech could support EV battery health reporting for customers and certified used vehicles, as well as fleet and after-sales services. The solution could provide battery health information based on everyday driving data and help strengthen transparency around EV battery condition and resale value.