Augury Review 2026: Machine Health AI That Hears Failures Coming

Updated October 16, 2026 – Tested Intelligence

Quick verdict: Augury is not a CMMS and does not want to be. It instruments your critical rotating equipment – motors, pumps, fans, compressors – with wireless sensors, reads vibration, temperature and magnetism around the clock, and has AI, checked by human reliability experts, tell you what is failing, how bad it is and what to do about it. For plants tired of surprise downtime, that is the right shape of AI. Pricing is not public, and it is an enterprise program, not an app you buy with a card.

What it is

Augury, founded in 2011 and operating out of New York and Israel, sells machine-health monitoring as a managed service. Its Halo wireless sensors mount on rotating equipment and sample vibration, surface temperature and magnetic flux multiple times an hour, streaming the data to Augury’s cloud. Machine-learning models trained on a large library of machine data diagnose the fault – misalignment, imbalance, bearing wear, looseness – and grade its severity.

The human layer is the differentiator Augury leans on. Reliability experts review AI-flagged threats, join recurring calls with your team and help turn alerts into planned work instead of emergency work. Alerts are ranked Critical, Warning or Watch and graded by confidence, so technicians work the worst problems first. A second product line, Process Health, adds a language-model layer so operators can ask questions of machine and asset data in plain English instead of digging through dashboards.

This is aimed squarely at large manufacturers. Trade directories such as Plant Engineering list Augury’s Machine Health among established predictive-maintenance offerings, and the customer stories on Augury’s own site name plants at PepsiCo, Nestle, Hershey and DHL. Integrations push findings into your existing CMMS and data platforms rather than asking you to replace them.

Key features

• Halo wireless sensors read vibration, temperature and magnetic flux 24/7
• AI diagnostics name the fault and its severity, with prescriptive repair guidance
• Human reliability experts validate threats and coach your team on the response
• Critical / Warning / Watch alert ranking graded by AI confidence
• Process Health adds natural-language questions over machine and asset data
• An energy view puts consumption data next to health data for the same assets
• Integrations feed findings into your CMMS, historians and data platforms

Pricing

Pricing is not public. Augury sells on contract after a demo and needs assessment, scoped around the assets you instrument. Budget it as a reliability program – sensors, platform and expert support together – and judge it against unplanned-downtime hours avoided, not against CMMS seat prices.

Who it’s for

Maintenance and reliability managers at plants with a lot of critical rotating equipment and a real cost per hour of unplanned downtime: food and beverage, consumer goods, chemicals, paper and logistics. It is also a fit if your team is too small to run manual vibration routes but too exposed to keep running equipment to failure.

Who should skip it

Shops whose real problem is work-order chaos. Augury detects and diagnoses; it does not replace your CMMS, your parts room or your scheduling. Also skip it if you have only a handful of critical machines: a sensor-and-service program needs fleet scale to pay back, and a small plant may do better with periodic routes or a simpler monitoring tool.

Pros

• Catches named faults early, not just “vibration is high”
• Human experts validate the AI calls, which builds technician trust fast
• 24/7 coverage without adding route labour
• Works alongside an existing CMMS instead of replacing it

Cons

• No public pricing; enterprise sales cycle with demos and scoping
• A hardware programme to roll out and manage across many assets
• Value depends on acting on alerts – it will not fix a broken planning process
• Focused on rotating equipment; not a general plant-monitoring platform

FAQ

Does Augury replace our CMMS?

No. It finds and diagnoses machine problems early, then integrates with CMMS platforms so the resulting work lands where your team already plans it.

What equipment does it monitor?

Rotating equipment – motors, pumps, fans, compressors and similar critical, essential and balance-of-plant assets, per the vendor.

How much does Augury cost?

Pricing is not public. Expect a contract quote based on the assets you instrument, following a demo and assessment.

Bottom line

Augury is the pick when unplanned downtime on rotating equipment is your expensive problem and you want AI findings that a reliability engineer has sanity-checked before your technicians roll. It is not cheap, not self-serve and not a CMMS – and it does not pretend to be any of those.