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Road Maintenance with IBM Maximo, Maximo Anywhere & Next-Gen AI/IoT

By Ramakrishnudu Kayala posted 2 days ago

  

We delivered a unique POC for 6-lane road maintenance using IBM Maximo 7.6.1.2 and Maximo Anywhere. The solution automated the entire workflow for pothole repairs, streetlight maintenance, vendor management, and warranty tracking.

How the original solution worked:

🔹 Automated Inspection Work Orders
      PM generated inspection WOs automatically and assigned them to inspectors for a 50-km stretch.

🔹 Mobile-Based Field Inspection
      Using Maximo Anywhere, inspectors:
       - Captured images
       - Logged GPS coordinates
       - Recorded pothole depth/width
       - Created child WOs for each issue (potholes, lights, etc.)
       - After completing both sides of the 50-km stretch, they closed the parent WO.

🔹 GPS-Based Vendor Packaging
      Once the parent WO was closed, Maximo automatically grouped all child WOs by GPS boundaries (e.g., every 25 km).
      ➡️ Each vendor received a dedicated package for their respective jurisdiction.

🔹 Vendor Execution & Warranty Tracking
      Vendors fixed issues under supervision.
      Warranty details were captured so that during future inspections Maximo could automatically detect:
       🟢 If the same location was still under warranty → No payment
       🔵 If warranty expired → New WO created

Now ,Taking It to the Next Level with MAS 9+ AI + IoT + Maximo Visual Inspection

Today, the same use case can be enhanced into a smart, automated, AI-driven road maintenance system using IBM MAS9

🔹 Sensor-Based Inspection
      Using vehicle-mounted IoT sensors, drones, or smart streetlight sensors:
        • Potholes detected by vibration patterns
        • Cracks identified by camera streams
        • Light outages detected automatically
      Data flows directly into Maximo Monitor.

🔹 AI & Maximo Visual Inspection
      MVI automatically analyzes images to identify:
       • Potholes
       • Cracks
       • Shoulder damage
       • Streetlight failures
      AI extracts dimensions, severity, and recommended repair actions.

🔹 Automated Work Order Generation
      Maximo automatically creates child WOs with:
       • GPS location
       • Issue type
       • Severity
       • Captured images
       • Suggested materials & SLA

🔹 Dynamic Vendor Allocation
      Using geofencing, Maximo assigns issues to the nearest or contracted vendor—fully automated.

🔹 Predictive Warranty Validation
      The system compares new issues with historical GPS data:
       🟢 Under warranty → No vendor payment
       🔵 Outside warranty → Normal assignment
      This eliminates billing disputes and ensures accountability.

🔹 Real-Time Dashboards
      MAS provides analytics for:
       • Road condition heatmaps
       • Vendor performance
       • Repeat issue trends
       • AI-based predictions for future failures

⭐ Why Maximo is the Ideal Platform for Modern Road Infrastructure
     ✔ Unified asset, maintenance, warranty, vendor & mobility management
     ✔ AI-powered visual inspection for faster defect detection
     ✔ Sensor integration for real-time monitoring
     ✔ Strong mobility apps for field teams
     ✔ Perfect fit for city-wide and state-wide infrastructure projects

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