Augury

Augury builds machine health monitoring systems for industrial manufacturing plants. Wireless sensors attached to motors, pumps, compressors, and other rotating equipment collect vibration, temperature, ultrasound, and magnetic data, which Augury's AI models analyze to detect early signs of mechanical failure and diagnose the specific fault before it causes unplanned downtime.

The product is aimed at reliability and maintenance teams in factories, food and beverage plants, pharma manufacturing, and similar heavy industry, where a single machine failure can halt a production line. Instead of fixed maintenance schedules or waiting for a breakdown, teams get alerts tied to the actual condition of the equipment, along with a diagnosis (bearing wear, misalignment, cavitation, and so on) so a technician knows what to fix and how urgently. Augury also offers process health monitoring that ties machine performance to production output, not just uptime.

What sets Augury apart from generic vibration monitoring vendors is the combination of hardware, machine learning models trained on a large base of deployed sensors across many machine and industry types, and a managed service where Augury's own reliability engineers help validate alerts and diagnoses rather than leaving plants to interpret raw sensor data themselves. It has raised substantial venture funding and counts large manufacturers like Colgate-Palmolive and Frito-Lay among its customers.