At Talos, we are building better, more modern predictive maintenance for the power industry with a focus on large transformers. Our devices continuously monitor critical power equipment and detect problems early on using anomaly-detection models. For each fault, we provide detailed analyses of the problem, exactly where and why it happened, as well as next steps teams should take.

The company was founded by Amitav Kohli; Kevin Hwang; Himani Musku. It is part of YC Fall 2026. It is based in Baltimore, MD, USA.