Augury

Augury's vibration sensors plus AI catch bearing wear, misalignment, and motor failures weeks in advance. Used by Colgate, Heineken, ABInBev. The ROI math works for any plant where unplanned downtime costs $10K+/hour.

Augury's product is the best-validated predictive maintenance solution for rotating equipment in industrial settings. Wireless battery-powered vibration sensors install in minutes (no wiring), report continuously to Augury Cloud, and the ML models flag specific failure modes (bearing wear, misalignment, imbalance, lubrication issues) with diagnostic precision. The customer outcome data — failure prediction weeks in advance, downtime reductions of 30-50% — is independently validated by major manufacturers.

The market position is the strongest in industrial AI for fixed-equipment. Augury has expanded from rotating equipment into broader process monitoring with the Halo platform, which is competitive but less differentiated. The core rotating-equipment use case remains where Augury is decisively best.

The limitations are scope and ROI math at small scale. Augury covers rotating equipment well — motors, pumps, fans, compressors — but not electronics, structural, or fluid systems. The per-machine subscription ($200-500/month) plus sensor hardware adds up; plants with low downtime cost don't justify the spend. The integration with CMMS systems (IBM Maximo, SAP, Microsoft Dynamics) is mature but requires real implementation effort.

Buy Augury for manufacturing and process industry plants with significant rotating equipment where unplanned downtime costs $10K+/hour. Skip for small operations, low-criticality equipment, or asset types Augury doesn't cover.