ML Coach

ML Coach

The Machine Learning Suite Built for Real-World Mining Efficiency

Optimize your mine from the road beneath your trucks to the behavior inside the cab. ML Coach is a modular suite of real-time machine learning tools that unlock fuel savings, reduce emissions, and maximize haulage efficiency, without adding hardware, disrupting production, or relying on guesswork.

Built on the proven SmartRView platform, ML Coach transforms your haul fleet into a smart, distributed sensing and optimization system. Each module in the suite is purpose-built for specific areas of improvement—helping mines take control of their performance in a measurable, operationally integrated way.

ML Terrain Coach

Smarter Roads. Stronger Results.

Uneven, degraded, or high-resistance roads silently drain your fuel, wear down your fleet, and inflate emissions. ML Terrain Coach turns every haul truck into a mobile road sensor, identifying road segments that cost more fuel, time, and wear than they should.

Key Capabilities:

What’s Is ML Coach

“One flagged segment was using 7.8% more fuel per km and slowing travel time by 18%. We fixed it within the shift.”

ML Operator Coach

Real-Time Operator Intelligence That Pays Off

Operator behavior is one of the largest controllable factors in fuel efficiency and equipment longevity. ML Operator Coach delivers a live view of operator performance versus optimal performance—giving supervisors the ability to coach in real time, not after the fact.

Key Capabilities:

Live operator leaderboard and hourly efficiency graphs

Instant alerts for fuel-heavy behavior (e.g., excessive throttle, harsh braking)

Model-driven benchmarking customized to site and equipment

Event logs and safety-critical action tracking

“We reduced fuel burn by up to 15% and improved consistency across shifts, all without needing to take a single truck offline.”

Why ML Coach?

Built specifically for surface mining operations

Designed with and for mining customers globally

Integrated with your SmartRView dashboards and workflows
Enables Scope 1 reduction strategies without capex-heavy upgrades

Real Results, Real-Time Decisions

The Future of Haulage is Machine-Learned.

Your haul trucks are already telling you everything. ML Coach helps you listen, and act.