CANADIAN TECHNOLOGY
The study showed that pairing Cascadia Scientific’ s data-driven operator insights with Immersive Technologies’ simulator training could deliver real, measurable fuel savings.“ The partnership between Cascadia Scientific and Immersive Technologies offers mines a full-circle solution: identify underperformers with precision, deliver targeted training, and measure results in the field. This is more than a pilot program- it’ s a blueprint for how mining operations can turn subtle operator habits into significant cost savings and sustainability gains. The question now isn’ t whether operator training works, but how to embed it- combining continuous insight with targeted refreshers so performance becomes a sustained advantage rather than a passing win.”
Immersive Technologies & Cascadia Scientific partnered on precision haul truck operator coaching
haul cycles.
Cascadia Scientific’ s data it says tells a fascinating story: the gap between the most skilled operators and the least can stretch beyond 10 % in fuel efficiency.“ And when you look across mine sites around the world, the same pattern repeats itself- quiet, consistent, and impossible to ignore. That gap is the difference between a mine hitting its cost targets or quietly bleeding millions of dollars a year. And yet, in the shifting, unpredictable conditions of large-scale open-pit mining- where haul distances change, weather turns roads into rivers, and every shift looks different- pinpointing operator performance is notoriously difficult.”
To close that gap, a major Colombian coal operation worked with Cascadia Scientific to deploy machine-learning-based operator scorecards, paired with targeted simulator training from Immersive Technologies. The goal was clear: measure performance accurately, identify where improvement was needed, and coach with precision. What follows is the story of how that program worked- its methodology, its results, and why it offers a powerful blueprint for mining operations around the world.
Even seemingly small operator habits- especially less efficient ones- can quietly drain fuel and drive up costs. Cascadia’ s models flag the operators who need support, beginning with coaching and then moving them into Immersive Technologies’ simulator program. There, in a safe and realistic environment, habits were reshaped with real-time feedback, turning practice into measurable gains in the field.
In total, 802 operators were modelled, and of those 128 or 16 % had performance greater than one standard deviation below the mean, triggering the start of the progressive training program. These operators got a letter; and some had one-
28 on-one manager meetings. Those who didn’ t improve were sent to Immersive training. In all, 21 operators(~ 2.6 % of the roster) completed simulator training. Post-training, operators cut fuel use by 0.386 gallons per hour- an 11.85 % improvement over their own baseline, and nearly a 1 % gain in overall fleet consumption.
Cascadia:“ Across all haul cycles, modelled trucks averaged 39.43 gallons per hour. The gap between the best and worst operators was 3.37 gallons- 8.5 % of total use. Simulator training didn’ t erase that gap, but it began to close it, tightening the spread. Trained operators used 0.386 fewer gallons per hour, shrinking the operator impact from 8.5 % to 7.5 %- a 1 % lift in overall fleet efficiency. Small numbers, yes- but in mining, even small efficiency gains add up fast.”
Maestro Digital Mine’ s SuperBrite™ Marquee Display
Extending electrical power underground is one of the most complex, costly, and safety-critical aspects of deploying digital infrastructure in mining environments. Maestro Digital Mine is addressing that challenge with the launch of its Power over Ethernet( PoE)-enabled SuperBrite™ Marquee Display. By delivering power and real-time data over a single Ethernet cable through Maestro’ s Plexus PowerNet communications system, the display eliminates the need to run high-voltage AC power to each unit, simplifying installation and reducing electrical risk underground.
In underground operations, installing traditional AC-powered digital signage often requires certified electricians, additional panels and breakers, safety inspections,
Maestro Digital Mine’ s Power over Ethernet( PoE)-enabled SuperBrite™ Marquee Display deployed underground
International Mining | APRIL 2026