Asset Tracking & Maintenance System
An IoT-integrated asset tracking and maintenance platform with preventive scheduling, anomaly detection, and RAG-powered insights.
The Challenge
An infrastructure company managing distributed physical assets needed real-time health monitoring, scheduled maintenance workflows, and predictive analytics to prevent costly unplanned downtime across their asset portfolio.
What We Built
An IoT-integrated asset tracking and maintenance platform with preventive scheduling, anomaly detection, and RAG-powered insights.
Core Platform
- IoT-based asset health monitoring with uptime tracking
- AMC scheduling and preventive maintenance automation
- Asset lifecycle management with service history and costs
- Vendor and contractor management for service dispatch
- Spare parts inventory with automated reorder workflows
AI & Agentic Capabilities
- Biz for proactive failure detection and alerts
- Anomaly detection for cost deviations and downtime
- RAG-based asset summaries and maintenance reports
- AI dashboards for maintenance performance and utilization
- Digital twin modeling for asset wear simulation and planning
Impact & Results
Shifted to preventive maintenance, reducing downtime
Extended asset lifecycles via AI-driven servicing
Real-time visibility into asset health and cost tracking
Reduced vendor response time with automated dispatch
Lowered spare parts costs by 25% with predictive stocking
Key Features
Asset manager dashboard with IoT health monitoring
AMC scheduler with preventive maintenance workflows
RAG-powered asset reports with service history
Field technician mobile app with service logging
Spare parts catalog with procurement and stock tracking