Haul Road Condition Monitoring AI

Find potholes, ruts, spillage, water, and loose rock on every haul road, and send the grader where it matters.

Try it now for freeTalk to an AI Expert
AI identifies road hazards (pothole, spillage, standing water) on a dirt road within an open-pit mine, viewed from a vehicle.

Haul Road Condition AI for the Toughest Open Pits, Quarries, and Ramps

  • Deploy Anywhere, Run Everywhere

    Run haul road condition monitoring on dashcams, ramp cameras, and drone footage on the edge, on-prem, in your VPC, or via API.

  • One Platform, Full Adoption

    Tools every mine operations team can adopt, from road maintenance supervisors to grader operators and dispatchers, 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.

  • Potholes, Ruts & Washboarding
  • Spillage & Loose Rock on the Road
  • Standing Water & Soft Spots
  • Berm & Windrow Condition
  • Dust on Haul Roads
  • Road Defect Maps for Grader Dispatch

Talk to a Vision AI engineer who's shipped in mining.

Bring us your toughest haul road problem and we'll map a working solution.

Ask us about:

  • Solution architecture that fits your haul roads, vehicle cameras, and road maintenance process
  • A live demo on your own dashcam, ramp camera, or drone footage
  • Deployment options: edge, on-prem, air-gapped, VPC, or on the vehicles, cameras, and network your site already runs
  • ROI modeling against tire damage, fuel burn, slower cycle times, and grader hours

Over 80,000 organizations build with Roboflow.

  • Rivian
  • Pella
  • Chobani
  • USG Corporation
  • BNSF Railway
  • American Woodmark
Start where you are

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 Haul Road Fast, from the Loading Face to the Dump

Add a real-time inspection layer to every haul road with Roboflow Vision AI for haul road condition monitoring. Built for open pits and quarries where potholes, ruts, and spillage slow every truck, raise rolling resistance and fuel burn, and cut tires on every pass.

Find defects from the cameras you have:

  • Detect potholes, ruts, washboarding, and edge breaks in footage from haul truck and light vehicle dashcams, fixed ramp cameras, and drone flights.
  • Track each defect across frames so one pothole is counted once, not every time a truck drives past it.
  • Flag standing water, soft spots, and mud that raise rolling resistance and slow loaded trucks on ramps.

Spillage, rock, and berms:

  • Detect spilled material and loose rock on the running surface, especially near loading and dump zones, before a tire runs over it.
  • Check berms and windrows for gaps, low sections, and material pushed into the lane.
  • Spot heavy dust on haul roads so water carts go where visibility is dropping.

Maps and maintenance:

  • Tag every defect with a location and build a road condition map for each shift.
  • Send a prioritized list to grader and water cart operators, starting with ramps and high-traffic sections.
  • Trend road condition by segment alongside tire damage and the cycle times from heavy equipment detection to see where road work pays back.

Bring intelligence to every haul road today. Stop potholes, spillage, and standing water from slowing trucks, burning fuel, and cutting tires.

‍

Frequently asked questions

What is haul road condition monitoring with Vision AI?

Haul road condition monitoring with Vision AI uses dashcams on haul trucks and light vehicles, fixed cameras on ramps, or drone flights with a trained computer vision model (opens in a new tab) to find potholes, ruts, spillage, loose rock, standing water, and berm damage, tag each with its location, and send a prioritized list to road maintenance crews. It pairs with heavy equipment detection and the rest of computer vision in mining.

Why does haul road condition matter?

Haul road condition shapes how fast trucks can run, how much fuel they burn, and how long tires last. Caterpillar recommends rolling resistance of 2% or less and roads free of puddles, potholes, ruts, and gullies, and potholes and loose rock are a common cause of tread and sidewall cuts.

How is this different from haul road safety monitoring?

Haul road safety monitoring watches people and vehicles: proximity, exclusion zones, and traffic. Road condition monitoring watches the road itself, including its surface, drainage, spillage, and berms, so it stays fast and easy on tires.

Roboflow serves as the inspection engine, and your mine operations team owns the road standards, repair priorities, and maintenance schedule.

Can it integrate with our fleet management and maintenance systems?

Yes. Roboflow sends each defect with its type, size, location, and image over REST (opens in a new tab) or MQTT, or writes it to a database, so it lands in fleet management, road maintenance, and mapping tools. Alerts for hazards such as large rock on a ramp can go to dispatch the moment they are detected.

‍