MATTER Partners With Iontra to Integrate AI-Driven Battery Intelligence in Electric Vehicles

MATTER, a technology-driven electric mobility company, and Iontra, a real-time battery sensing and charge control solution company, has announced their partnership to integrate Iontra’s battery intelligence and adaptive charging technology as one of the core layers of Matter’s AI-Defined Vehicle (AIDV) platform, marking a first-of-its-kind initiative from India towards AI-governed energy systems in mobility.

With battery intelligence integrated at the core of its vehicle architecture, the system continuously measures battery health in real time rather than relying on estimates. Charging processes automatically adjust based on the actual condition of individual cells, ensuring optimal performance and efficiency. At the same time, the system actively manages thermal stress and potential degradation, helping maintain stability during operation. This advanced monitoring expands safety margins without sacrificing vehicle performance, while also enhancing battery longevity and maintaining consistent performance throughout the vehicle’s lifecycle.

This milestone builds on MATTER’s already state-of-the-art battery safety and control systems delivered through its Software-Defined Vehicle (SDV) platform, including AERA. With the addition of adaptive, health-aware intelligence, the company is now advancing battery systems beyond predefined software logic toward AI-defined energy.

Traditional electric vehicles rely on static battery assumptions and fixed charging profiles. MATTER’s SDV platform has already established a baseline for battery protection, monitoring and safety under real-world conditions through robust, real-time data systems. The integration of Iontra’s technology elevates the platform further, introducing adaptive, predictive intelligence into how batteries behave, age, and protect themselves.

This shift enables MATTER to move from reactive protection toward self-optimising energy architectures, designed to scale as vehicle performance, charging speeds and system complexity increase.

As part of MATTER’s AIDV architecture unveiled at Technology Day 3.0, batteries evolve from passive energy storage units into intelligent, self-aware systems that continuously sense their condition, adapt to real-world usage and optimise performance over time. Within MATTER’s AIDV framework, intelligence governs materials, propulsion, thermal systems and energy as a single, adaptive system. Battery intelligence plays a central role by informing how energy is charged, discharged, protected and evolved over time. Iontra’s real-time State of Health (SOH) sensing and adaptive charge-control capabilities form a foundational element of this transition.

By embedding Iontra’s intelligence at the edge, MATTER enables faster and safer charging without hardware changes, improves reliability under demanding Indian operating conditions and reduces lifetime ownership costs through healthier, longer-lasting batteries, while laying the foundation for long-term AI-governed energy control.

Kumar Prasad Tellikepalli, Founder and Group CTO, MATTER, said, “Our SDV architecture established a strong foundation for battery safety and performance. Integrating Iontra’s sensing and adaptive charging capabilities allows energy systems to sense their true condition, adapt in real time and evolve across the vehicle lifecycle, marking the transition from software-defined control to AI-defined energy behaviour.” 

Mohal Lalbhai, Founder and Group CEO, MATTER, said, “Electric mobility will not be defined by electrification alone, it will be defined by intelligence. MATTER’s software-defined platforms already deliver industry-leading safety and control. By integrating adaptive battery intelligence as a core layer of our AIDV architecture, we are advancing a first-of-its-kind initiative from India towards AI-governed energy systems in mobility.”

Jeff Granato, Co-Founder and CEO, Iontra, added, “Battery intelligence is essential to performance, safety and trust in electric mobility. MATTER’s AIDV approach closely aligns with our belief that batteries must be health-aware and adaptive at the edge. Together, we are enabling eMobility products that are safer, more reliable and deliver consistent performance over their entire life.”

The integration of Iontra’s battery intelligence strengthens MATTER’s AI-Defined Vehicle platform across the energy domain, complementing intelligent propulsion systems, thermal architectures, materials innovation and domain-integrated control.

As MATTER advances structured validation and integration under this programme and expands its AIDV platform across multiple two-wheeler segments in the near future, battery intelligence will remain a central pillar in delivering scalable performance, safety and lifecycle value.