Predictive Maintenance AI

Catch the wear, leaks, and corrosion your sensors miss, before they become downtime.

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Predictive Maintenance AI for the Toughest Industrial Uptime Problems

Deploy Anywhere, Run Everywhere
Run predictive maintenance models on fixed-mount cameras, drones, robotic crawlers, thermal sensors, the edge, on-prem, in your VPC, or via API, wherever your equipment, line, or plant needs it.
One Platform, Full Adoption
Tools every team can adopt, from developers to business owners, no ML team required.
Secure and Reliable, Always
Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.

“Roboflow has been instrumental in accelerating our deployment of innovative AI solutions.”

Travis Turnbull

Vice President & CIO, Pella Corporation

See customer stories

Talk to a Vision AI engineer who's shipped predictive maintenance on critical equipment

Bring us your toughest predictive maintenance problem and we'll map a working solution on the first call.

Ask us about:

Solution architecture for condition-based monitoring, RCM programs, and CMMS and EAM integration (SAP PM, Maximo)
Live demo on your fixed-camera, drone, robotic-crawler, or thermal footage
Deployment options: fixed-mount cameras, drones, crawlers, thermal sensors, edge, on-prem, air-gapped, or VPC
ROI modeling against unplanned downtime, lost production, emergency repair, and catastrophic-failure costs

Over 16,000 organizations build with Roboflow.

Rivian
Pella
Chobani
USG Corporation
BNSF Railway
American Woodmark

Start where you are

Bring Vision AI to Your Predictive Maintenance Program, Cut Downtime, Extend Asset Life

Turn fixed cameras, drone footage, and thermal imagery into a real-time predictive maintenance signal with Roboflow. Built for the operations where one missed leak, hot spot, or worn belt can mean a line down, a route disrupted, or a critical asset offline. Sensors catch what they're wired to catch. Vision AI catches what your sensors miss: the visible drip, the rust progressing on the pipe, the bearing housing running hot, the belt tracking off-center. Whether you're monitoring a single critical asset or a fleet across plants, Roboflow delivers accurate, scalable predictive maintenance on the cameras and inspection routes your team already runs.

Equipment Wear and Component Inspection:

Track belt wear, tracking drift, and conveyor degradation in real time
Detect bearing housing damage, coupling wear, and gearbox surface issues
Catch tooling wear, brake pad thickness, and worn shafts before failure

Leak, Corrosion, and Thermal Anomaly Detection:

Identify oil, fluid, steam, and gas leaks on pumps, valves, and pipework
Track corrosion, rust, and pitting progression on tanks, vessels, and piping
Catch thermal hot spots on motors, panels, and bearings with thermal cameras

Continuous Asset Monitoring at the Edge:

Run predictive maintenance models on fixed cameras, drones, robotic crawlers, and handhelds, on the edge if you need it
Monitor critical assets around the clock without growing the inspection team
Surface only the assets that need attention so technicians focus where it counts

Bring intelligence to every inspection today. Stop equipment issues from becoming downtime, missed commitments, or front-page incidents.

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Predictive Maintenance AI