Machine Health by Augury: status and timeline

Machine Health

An AI-powered condition monitoring system that captures and analyzes vibration, temperature, ultrasound and magnetic data from industrial equipment to predict failures and optimize maintenance.

DeployStage 4 of 5

Deployed at 170+ manufacturers in 40+ countries; 303 employees as of March 2026.

Updated Feb 2025Checked 10 Oct0 updates this week

Milestones

No announced next step

Augury founded2011Complete.
Series A funding2015Complete.
Series F round closes at $1B+ valuationFeb 2025Complete.

Most important updates

Augury raises $75M Series F at $1B+ valuation, led by LightrockFeb 2025

Current obstacles

Diverse equipment landscapeFactories run different machines of different ages from different makers; models must generalize across this heterogeneity.
Cost justification in labor-cheap regionsPredictive maintenance ROI depends on high downtime costs; in regions with cheap labor, the business case is weaker.

Physics limits

Vibration-only diagnostics miss electrical faultsSome equipment failures (motor winding insulation breakdown, bearing cage fractures in early stages) may not produce distinctive vibration until late.
Requires baseline training dataModels need months of healthy-equipment baseline data before they can reliably detect anomalies; new equipment types require retraining.

How it works

3 parts

Data Capture

Multi-modal sensor arrays

Sensors mounted on equipment continuously capture vibration, temperature, ultrasound and magnetic field signatures as equipment operates.

Pattern Recognition

Anomaly detection

AI models trained on historical equipment behavior detect deviations that indicate developing faults, weeks before mechanical failure.

Prescriptive Output

Actionable insights

The system recommends specific maintenance actions, allowing teams to schedule repairs during planned downtime rather than emergency outages.

Spec sheet

Spec	Machine Health
Global customers	170+^R (reported)
Countries served	40+^R (reported)
Employees	303^R (reported)

^R reported by the company

Update log

1 update

Feb 2025

Major: Augury raises $75M Series F at $1B+ valuation, led by LightrockPressFunding

About Augury

The team behind Machine Health

Augury

Predictive maintenance, vibration analysis, AI

Augury applies AI-driven diagnostics to machine vibration, temperature, and magnetic data to predict failures and optimize production. It serves 170+ manufacturers in 40+ countries including Heineken, PepsiCo, Colgate-Palmolive, Shell and Hershey's.

Augury raised $75M in Series F at $1B+ valuation (Feb 2025), led by Lightrock, Qualcomm, and Schneider Electric.
Since its 2021 Series E round, Augury has seen five-fold revenue growth and tripled its customer base among Fortune 500 manufacturers.
AI system analyzes equipment vibration, temperature, and magnetic data to predict failures and optimize maintenance.

augury.com (opens augury.com)Company profile →

Founded: 201115 yrs
Headquarters: United States
Status: Private
Valuation: $1BprivateFeb 2025
Raised: $75M1 round
Last round: Series F · $75MFeb 2025
Works in: ManufacturingFactory software
Coverage: 1 program · 1 updatelatest 1 Feb 2025checked 10 Oct
Lead investors: Lightrock
Customers: HeinekenPepsiCo (Frito-Lay)Colgate-PalmoliveShellHershey
People: Saar Yoskovitz (opens linkedin.com)Founder & CEOGal ShaulCo-founder

Spec

Machine Health

Global customers

170+^R (reported)

Countries served

40+^R (reported)

Employees

303^R (reported)