Augury combines machine sensors with AI diagnostics to tell maintenance teams which machines are failing, how, and how urgently.
Augury focuses on machine health: vibration, temperature and magnetic sensors stream data from rotating equipment, and machine-learning models diagnose developing faults such as imbalance, misalignment and bearing wear. Instead of raw alerts, teams get specific diagnoses with severity and recommended actions.
The platform is used heavily in manufacturing and process industries, where unplanned downtime is expensive and maintenance teams are stretched. By pairing AI with a dedicated diagnostics service, Augury aims to make predictive maintenance accurate enough that planners trust it — and by extension, move from calendar-based to condition-based maintenance.
Condition-based maintenance only works when alerts are trusted, and most plants are skeptical after years of noisy vibration alarms. Augury attacks that problem by combining model output with human verification: machine-learning diagnoses are checked by diagnostics specialists before reaching maintenance planners. The result is a short, specific work list — which machine, what fault, how urgent — that fits existing planning processes. Over time, plants shift from calendar-based overhauls to targeted interventions, extending asset life and cutting both downtime and spare-parts spend. The hardware is deliberately simple to install, and the program model means reliability teams are not left alone to interpret raw spectra.
The business case is straightforward: unplanned downtime on critical machines costs far more than the program, and maintenance teams gain the confidence to plan interventions instead of reacting to failures at the worst possible moment.
Automation platforms in this category are judged on closed loops: the value appears when analysis triggers action inside existing operational systems, with human oversight retained where judgment matters and measurable outcomes verified against a baseline.
Augury is sold as an enterprise program combining hardware, software and diagnostics services; pricing is scoped per fleet and site.
Plants and enterprises in manufacturing, food and beverage, chemicals and other asset-heavy industries that run critical rotating equipment.
No — deployments are enterprise engagements sized to the equipment fleet.
Augury integrates with CMMS and industrial data platforms; technical integration details are handled with customers.
Compared with raw vibration analytics tools, Augury adds verified human diagnosis on top of AI, trading some self-serve flexibility for alert accuracy that maintenance teams act on.