Pumpjack Monitoring AI
Know every pumpjack's run status and strokes per minute, catch stopped units, leaks, and belt or horsehead problems.
Pumpjack Monitoring AI for the Toughest Oilfields, Well Pads, and Remote Leases
Deploy Anywhere, Run Everywhere
Run pumpjack monitoring on well site cameras on the edge, on-prem, in your VPC, or via API, with low-bandwidth alerts over cellular or satellite.
One Platform, Full Adoption
Tools every production team can adopt, from pumpers and lease operators to field supervisors, no separate ML team required.
Secure, Compliant, and Audit-Ready
Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.
- Running vs. Stopped Pumpjacks
- Strokes Per Minute & Stroke Timing
- Stuffing Box Leaks & Oil on the Pad
- Horsehead, Bridle & Belt Problems
- Gates, Fences & Site Security
- Downtime Minutes by Well
“Roboflow has been instrumental in accelerating our deployment of innovative AI solutions.”
Travis Turnbull
Vice President & CIO, Pella Corporation
Talk to a Vision AI engineer who's shipped in oil and gas.
Bring us your toughest pumpjack monitoring problem and we'll map a working solution.
Ask us about:
- Solution architecture that fits your SCADA, pump-off controllers, and field reporting
- A live demo on your own well site camera footage
- Deployment options: edge at the well site, on-prem, air-gapped, VPC, with cellular or satellite backhaul
- ROI modeling against deferred production, pumper windshield time, spill cleanup, and equipment damage
Over 16,000 organizations build with Roboflow.
- Rivian
- Pella
- Chobani
- USG Corporation
- BNSF Railway
- American Woodmark
Vision AI is transforming businesses
Customers across the board are solving complex challenges and driving meaningful impact.
- Automotive customer
$10 million
Saved by automatically detecting defects on the production line
- Logistics & freight company
90%
Less time spent manually tracking shipping inventory
- Building materials supplier
60%
Lower customer return rate with improved product quality
Keep Every Pumpjack Pumping, from the First Well on the Lease to the Last
Bring real-time intelligence to every well site with Roboflow Vision AI for pumpjack monitoring. Built for producers where pumpers drive long routes to check units that may have stopped hours ago, where older wells have no automation, and where a stuffing box leak turns into a spill before anyone sees it.
Run status and performance:
- Detect whether each pumpjack is running or stopped from a site camera, with a model trained on your own units.
- Measure strokes per minute and flag changes that point to pump-off, belt slip, or a stuck pump.
- Log downtime by well so production engineers see deferred production clearly.
Equipment and leaks:
- Detect stuffing box leaks and oil on the pad around the wellhead, next to leak and spill detection.
- Flag horsehead, bridle, and belt problems visible from the camera.
- Watch tanks and separators on the same pad for overflows and open hatches.
Route pumpers where they are needed:
- Send an alert with a clip when a unit stops or a leak appears.
- Give pumpers a daily list of wells that need a visit, instead of driving every route.
- Detect open gates, vehicles, and people on the lease after hours.
Bring intelligence to every well site today. Stop stopped units and leaks from becoming deferred production, spills, and wasted drive time.
Frequently asked questions
What is pumpjack monitoring with Vision AI?
Pumpjack monitoring with Vision AI uses well site cameras and a trained computer vision model to detect whether each pumpjack is running, measure strokes per minute, find stuffing box leaks and equipment problems, and watch site security, then send alerts so pumpers visit the wells that need them. It is part of computer vision in oil and gas, alongside flare monitoring and tank inspection.
Can Vision AI measure strokes per minute from a camera?
Yes. The model tracks the horsehead or walking beam through each stroke and counts cycles over time to give strokes per minute, the same way it measures cycle time on a machine. Changes in stroke rate or timing show up right away, and one camera on a pad can cover several units.
Does pumpjack monitoring support ISO 55000 and ISO 14224?
Pumpjack monitoring supports asset management practice under ISO 55000 (the asset management standard) and reliability data collection under ISO 14224 (collection and exchange of reliability and maintenance data for petroleum and natural gas equipment) with downtime and failure records per well, and it supports state oil and gas commission production and spill reporting with timestamped images.
Roboflow serves as the monitoring engine, and your production and field teams own response procedures and reporting.
Can it integrate with our SCADA and production systems?
Yes. Roboflow sends run status, strokes per minute, and alerts over MQTT, Modbus TCP, or REST, so they feed SCADA platforms such as Ignition, CygNet, and eLynx, pump-off controller data, and production accounting systems such as Enverus and WellView. Alerts can go to pumpers' phones with a clip attached.