Solutions

Fuel Every Mining Decision with Precision

Cascadia Scientific delivers real-time insights that empower mines to reduce fuel use, lower CO₂ emissions, and enhance both operator and equipment performance.

Our suite of platforms enables real-time monitoring and management of your equipment efficiency to >99% accuracy, accounting for dynamic variables including asset conditions, haul road surfaces, and environmental factors. This precision enables operational control of those critical “one percenters” that deliver substantial economic and emissions performance improvements

Whether deployed individually or together, SmartRView, ML Coach, and Taurus form a powerhouse ecosystem grounded in precision fuel measurement, equipment telemetry, and machine learning.

Fuel Consumption Accuracy to >99%

Fuel Flow Meters

Measure What Matters. Power What’s Next.

Up to 80% of diesel use at mine sites goes toward powering mobile equipment. That’s why precision fuel measurement isn’t optional, it’s essential.

Cascadia’s fuel flow meters are built for mining and outperform ECM data and tank fill methods. With total fuel consumption accuracy to > 99% they deliver trusted data in the harshest conditions.

Unlike estimates, our meters measure both inflow and return lines, correcting for temperature, density, and pressure, so you get reliable, real-world consumption data.

Key Benefits:

Accurate Baselines for ESG, GHG, and budget reporting
Reduced Emissions by spotting inefficiencies before they grow
Fuel Trial Validation to verify third-party tech and product claims
Early Maintenance Warnings from abnormal fuel patterns
Validated Decarbonization Plans with measurable CO₂ reduction data
Over 800,000,000 liters of fuel analyzed, driving cost savings, and efficiency

Cascadia Scientific fuel meters are engineered for mining, and backed by perpetual warranty support.

Machine Learning

When Your Mines Fuel Use Rises and Output Doesn’t, We Can Tell You Why

Mining faces a challenge: increase production while cutting emissions. The real issue isn’t burning fuel, it’s burning fuel without results.

Cascadia’s machine learning models are trained on over 10,000,000 haul cycles and counting. We have detected when fuel use no longer matches production, and shown exactly where efficiency is being lost: on the road, in the truck, or with the operator

Machine Learning Modules That Drive Action:

ML Terrain Coach

Find and fix haul roads that waste fuel and time

ML Operator Coach

Spot coaching opportunities with fair, data-backed comparisons

Road Impact Detection

See how poor roads increase fuel use and equipment wear

OEE Optimization

Recover lost productivity by eliminating hidden inefficiencies

Low-Carbon, High-Output

Cut emissions without sacrificing production

Our Models get results fast - with boots-on-site to make it stick.

Your Foundation for Data-Driven Mine Optimization

SmartRView is a high-resolution data platform that analyzes telemetry and fuel data to deliver powerful visualizations and analytics, including road performance intelligence.

Key Capabilities:

Heat Mapping to identify inefficient haul segments and optimize road conditions with pinpoint accuracy.
Haul Road Diagnostics to quantify rolling resistance, grade severity, and fuel intensity by road segment.
Fuel & Emissions Dashboards to baseline, monitor, and validate decarbonization progress.
Operator & Equipment Dashboards to rank performance and pinpoint retraining needs.
Custom Alarms & Events for excessive idling, racking, overspeed, and more.
API Integrations to Enterprise data systems

Turn Hidden Mine Inefficiencies into Predictive Action

ML Coach is a suite of machine learning tools that layer advanced analytics on top of SmartRView data to surface the root causes of performance losses, whether they originate from the haul road, operator behavior, or machine condition.

Cascadia’s ML Coach includes two specialized modules:

ML Terrain Coach

Detects road-induced inefficiencies by modeling how terrain, grade, and road surface affect fuel consumption and mechanical stress.

ML Operator Coach

Evaluates operator performance across matched cycles to uncover high- and low-efficiency behaviors, informing targeted retraining and incentive programs.

Key Capabilities:

Efficiency-Triggered Maintenance: Detect underperforming trucks and trigger proactive service before failures occur.
Predictive Modelling: Understand how truck health, operator behavior, and haul road conditions interact to impact fuel use and maintenance needs.
Cluster & Pattern Analysis: Segment mining cycles to detect performance drift and spot emerging inefficiencies over time.

Optimize Your Mine Assets, that Most Ignore

Taurus is Cascadia Scientific’s purpose-built optimization platform designed to unlock the hidden productivity of your support fleet. From minimizing idle time to reallocating underutilized assets and improving cleanup efficiency, Taurus turns real-time data into cost savings, CO₂ reduction, and operational flow.

Key Capabilities:

Live dashboards for active time, idle alerts, and capacity performance
Bird’s-eye view of machine location and operational density
Performance alarms for long idles and underutilization
Time series graphs, heatmaps, and detailed shift reports
Smart capacity modeling based on real-world fuel usage patterns

One Platform. Every Efficiency Lever.

When combined, SmartRView, ML Coach, and Taurus offer a closed-loop optimization system:

Measure & Baseline

Capture high-accuracy fuel, emissions, and haul road condition data.

Analyze & Detect

Use AI to pinpoint root causes: from road degradation to component wear.

Act & Optimize

Validate interventions like targeted road repair, operator training, or truck maintenance.

Integrated Impact: Mines using Cascadia’s platform have cut fuel use, reduced emissions, and saved millions in operational costs, while aligning with TSM and ESG targets.

Solutions

Fuel Every Mining Decision with Precision

Fuel Consumption Accuracy to >99%

Fuel Flow Meters

Measure What Matters. Power What’s Next.

Key Benefits:

Machine Learning

When Your Mines Fuel Use Rises and Output Doesn’t, We Can Tell You Why

Machine Learning Modules That Drive Action:

ML Terrain Coach

ML Operator Coach

Road Impact Detection

OEE Optimization

Low-Carbon, High-Output

Our Models get results fast - with boots-on-site to make it stick.

Your Foundation for Data-Driven Mine Optimization

Key Capabilities:

Turn Hidden Mine Inefficiencies into Predictive Action

ML Terrain Coach

ML Operator Coach

Key Capabilities:

Optimize Your Mine Assets, that Most Ignore

Key Capabilities:

One Platform. Every Efficiency Lever.

Measure & Baseline

Analyze & Detect

Act & Optimize

What’s your next target for improvement?

Save Fuel,
Cut Costs

Fix Roads,
Boost Uptime

Lower Emissions,
Hit Targets

Validate Claims.
Invest Wisely

Contact Info

Company

Solutions

Solutions

Fuel Every Mining Decision with Precision

Fuel Consumption Accuracy to >99%

Fuel Flow Meters

Measure What Matters. Power What’s Next.

Key Benefits:

Machine Learning

When Your Mines Fuel Use Rises and Output Doesn’t, We Can Tell You Why

Machine Learning Modules That Drive Action:

ML Terrain Coach

ML Operator Coach

Road Impact Detection

OEE Optimization

Low-Carbon, High-Output

Our Models get results fast - with boots-on-site to make it stick.

Your Foundation for Data-Driven Mine Optimization

Key Capabilities:

Turn Hidden Mine Inefficiencies into Predictive Action

ML Terrain Coach

ML Operator Coach

Key Capabilities:

Optimize Your Mine Assets, that Most Ignore

Key Capabilities:

One Platform. Every Efficiency Lever.

Measure & Baseline

Analyze & Detect

Act & Optimize

What’s your next target for improvement?

Save Fuel, Cut Costs

Fix Roads, Boost Uptime

Lower Emissions, Hit Targets

Validate Claims. Invest Wisely

Contact Info

Company

Solutions

Save Fuel,
Cut Costs

Fix Roads,
Boost Uptime

Lower Emissions,
Hit Targets

Validate Claims.
Invest Wisely