Augury

Augury has evolved from a machine health monitor into a broader Industrial AI Workforce. The core value proposition remains: continuous monitoring of rotating equipment (pumps, motors, compressors, etc.) using vibration and temperature sensors, with AI that predicts failures 2-3 months in advance. What's new is the addition of role-based AI agents. The Reliability Agent handles machine health, the Operational Intelligence agent connects operational data, and the Autonomous Action agent can kick off multi-step tasks across systems. This is a significant expansion beyond simple alerts, aiming to automate workflows and reduce the manual triage burden. The strength is in the data moat: 1.1B+ hours of real machine readings power the agents, so alerts are contextualized and ranked, not just generic notifications. The Process Health module (formerly Seebo) adds production optimization, which is a plus for plants focused on yield and sustainability. The support team is a differentiator—CAT III/IV certified vibration analysts and reliability success managers provide hands-on help, something most AI tools lack. However, this is not a plug-and-play product. It requires physical sensor installation, and the AI models need historical data to establish baselines. Custom setup can take weeks, and pricing is opaque (contact sales only). There's no public API documentation, so integration with your CMMS or ERP may require vendor assistance. For a small workshop with a handful of machines, this is overkill and cost-prohibitive. It's designed for large plants in food & beverage, chemicals, metals & mining, etc., where the ROI is measured in avoided downtime. If you have a mature reliability program, Augury can help you scale it. If you're just starting, you might be better off with a simpler tool.