Founded by IIT Madras alumni, Discovered Materials secures $9 million in seed funding to advance AI-driven thermal management solutions for next-generation semiconductor chips, highlighting a surge in AI-focused materials research and investment.
Discovered Materials, founded by two Indian Institute of Technology Madras alumni, has raised $9 million in seed capital to develop artificial intelligence tools for semiconductor materials research, as chipmakers grapple with mounting heat-related limits in advanced processors. The round was led by Lightspeed India Partners and also drew backing from Y Combinator, Peak XV Partners and several angel investors, according to the company’s announcement reported by Quantum Zeitgeist.
The startup was set up by Advait Sridhar and Akash Ramdas, who are using AI agents to speed up the search for materials that can better manage heat inside semiconductor stacks. That focus matters because AI chips can generate more than 140 watts per square centimetre, a level of thermal stress that is becoming a central bottleneck in high-performance computing, according to the company.
Discovered Materials said it will begin with thermal management but ultimately wants to apply its platform more broadly across the semiconductor stack, including areas such as power efficiency, signal handling and device miniaturisation. The approach reflects a wider push in materials science to move away from slow, trial-and-error discovery and towards automated, data-driven research.
The timing of the raise also fits a broader investment pattern. Lightspeed Venture Partners said in December 2025 that it had raised more than $9 billion across six funds, with artificial intelligence among its core investment themes. Its support for Discovered Materials suggests continued conviction that AI infrastructure will require not just better software and chips, but new classes of materials as well.
That view is echoed in research labs and universities. Oak Ridge National Laboratory is running an AI project to accelerate the design of semiconductor interfaces, while Berkeley Lab is leading a separate effort to build an AI assistant for materials discovery across batteries, semiconductors and other energy technologies. In Japan, researchers at Osaka Metropolitan University recently reported a programmable material that can steer heat and hold its state without power, underlining how intense the race has become to improve thermal control for future chips.
For Discovered Materials, the new funding is expected to support research and development, expansion of its AI platform and hiring across materials science and engineering. The company also plans to work with semiconductor manufacturers, aiming to turn its discovery engine into a commercial pipeline for next-generation chip materials.
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