The AI boom is creating a materials challenge as semiconductors and data centers approach physical limits in performance, thermal management, and electrical efficiency. Syensqo CTO Mike Finelli says AI is "pushing semiconductors and the data centers to their physical limits," driving demand for materials that combine high temperature resistance, purity, electrical performance, and long-term stability.

Syensqo is developing materials for high-voltage data center architectures, advanced sealing for semiconductor manufacturing, and thermal-management solutions including fluids for direct immersion cooling. Innovations from electric vehicles are crossing over to address higher voltage and energy-density demands in data centers. Finelli emphasizes removing the trade-off between performance and sustainability by integrating environmental considerations from the start of research.

AI is also transforming materials discovery. Syensqo uses AI agents to digitally synthesize millions of molecular combinations, predict performance, and narrow candidates for lab testing — going "broader, deeper, and faster." Finelli envisions a reinforcing cycle where AI develops better materials for AI infrastructure, which enables better AI to accelerate further materials discovery, creating an "accelerated materials, innovative cycle of materials innovation."