Advanced Equipment Monitoring
The most sophisticated way to oversee your fleet, using high-fidelity data to ensure peak performance and reliability.
Learn more Research-Driven Predictive Maintenance
The future of mining maintenance is here
IMMEE develops predictive maintenance technology for large mining equipment using machine learning models that analyse operational sensor data together with laboratory oil analysis results.
The platform has been developed through ongoing research and development work in collaboration with Cranfield University in the United Kingdom and is currently deployed in operational mining environments where it monitors heavy equipment units within active fleets.
AI-Powered Predictive maintenance
Patent Pending Innovative technology
24/7 Real-time monitoring
Research & Innovation
Developed with world-leading researchers
IMMEE's predictive maintenance technology has been developed in collaboration with researchers from Cranfield University and combines oil analysis, equipment sensor data, and machine learning models to detect early signs of component degradation in large earth-moving equipment.
Initial deployments focused on CAT 994 loader fleets used during the early development and validation phase. The technology has since expanded to additional equipment categories, including haul trucks, and continues to evolve as part of IMMEE's ongoing predictive maintenance research program.
Cranfield University United Kingdom
One of the UK's leading applied science and technology universities, internationally recognised for aerospace, defence, and industrial research.
R&D Collaboration Partner
Our Capabilities
The most advanced oversight to maximize mechanical availability
Our AI-driven platform combines oil sample analysis, machine sensor connectivity, and executive dashboards to deliver predictive maintenance that increases equipment lifespan across your entire operation.
Real-Time Analysis
Monitor your equipment 24/7 with intuitive dashboards and intelligent alerts that keep you informed.
Learn moreOperational Optimization
Ensure maximum availability and peak performance across your fleet with our advanced monitoring capabilities.
Learn moreRisk Reduction
Protect your team by identifying risky conditions before they become incidents.
Learn more How It Works
From raw data to maintenance decisions
Our platform fuses multiple data sources through patent-pending machine learning models to deliver precise, actionable predictions before failures occur.
Equipment Sensors Temperature · Vibration · Pressure
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Oil Sample Analysis Lab results · Wear particles · Contamination
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Historical Operational Data Maintenance records · Usage patterns
Multimodal Machine Learning Models Patent-pending AI · Developed with Cranfield University
Failure Prediction Early-stage degradation alerts
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Maintenance Recommendations Prioritised, cost-optimised interventions
Applications
Built for heavy mining equipment
IMMEE predictive maintenance technology is designed for the largest and most demanding equipment categories in the mining industry.
Mining Wheel Loaders
Initial validation performed on CAT 994 loader fleets. Continuous oil and sensor monitoring for drive trains, hydraulics, and powertrain systems.
Large Haul Trucks
Expanded deployment covering high-capacity haul trucks. Real-time engine, transmission, and suspension health monitoring across active fleets.
Earthmoving Equipment
Bulldozers, graders, and scrapers operating in demanding open-pit and surface mining environments with high duty cycles.
Heavy Construction Fleets
Multi-unit fleet management for construction and infrastructure operators requiring enterprise-level reliability and uptime.
Industry Deployment
Operating in real mining environments
The IMMEE platform is currently monitoring approximately 30 heavy mining equipment units across multiple mining sites, providing real operational environments for the development and validation of predictive maintenance models.
~30 Units monitored
Multiple Active mining sites
CAT 994+ Equipment categories
Commercial Partners
Global distribution ecosystem
IMMEE works with international commercial partners to distribute its predictive maintenance platform to equipment operators worldwide.
Emaco Inc.
International Distribution Partner
Strategic partner for the distribution of IMMEE's predictive maintenance platform to mining equipment operators across international markets.
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