Talos

Talos is an early warning system for critical power infrastructure. Small sensors attach to equipment such as turbines, pumps, poles and transformers and continuously record vibration, magnetic and electromagnetic field activity, temperature and humidity. The company's anomaly detection models learn a baseline for each individual machine rather than relying on generic thresholds, then flag changes in behavior early and alert the team. The product is aimed at utilities and operators of industrial power equipment that want to predict failures and prevent downtime. The sensors mount with built in magnets and can be retrofitted onto existing equipment in seconds, with no wiring described. When behavior changes, an alert explains what happened, why it may have occurred and what the team should do next. Readings are viewed in Talos Dash, a web dashboard that includes a 3D equipment view, FFT waterfall plots and the Talos Assistant for questions about the data. The company was founded by Amitav Kohli, Kevin Hwang and Himani Musku. The site does not publish pricing for the sensors or software. Interested teams request a demo through a form that goes directly to the founders.