

Simlionics
Physics-aware, advanced AI battery modeling and intelligence for EV and energy-storage systems
SimLionics is a deep-tech company focused on advanced battery modeling and intelligence for EV and energy-storage systems. SimLionics combines electrochemical physics with data-driven and AI-based methods to understand, predict, and optimize battery performance, lifetime, and safety at scale. SimLionics works with OEMs, cell manufacturers, and energy operators to translate battery data into actionable system-level insights. SimLionics’ solution is a physics-aware AI battery-intelligence platform that converts cell- and pack-level data into accurate predictions of performance, lifetime, and safety. It integrates advanced electrochemical and thermal models with data-driven algorithms to deliver robust SOC/SOH/imbalance estimation, degradation forecasting, and fast-charge optimization. The solution also includes battery safety modeling and cyber-physical security layers that detect faults, assess thermal-runaway risk, and protect BMS operation from data corruption or malicious interference—enabling safer, more reliable EV and energy-storage systems.
Rutooj Deshpande
Founder and CEO