What Cascadia Scientific does

Cascadia Scientific Inc. is a privately held Canadian energy intelligence company founded in 2018 and headquartered in Surrey, British Columbia, with additional offices in Belo Horizonte, Brazil, and Sydney, Australia. The company serves open-pit and surface mining operators globally, providing a measurement-based platform that quantifies fuel consumption, emissions, operator behavior, and road conditions across haul truck fleets and support equipment. Its core thesis is that optimization requires sub-percent measurement first, then physics-grounded modeling and machine learning, rather than relying on OEM telematics or fleet management system estimates alone.

The company's product architecture centers on proprietary high-precision fuel flow meters (greater than 99% accuracy, validated to under 0.5% error at Komatsu's Arizona Proving Grounds) feeding the SmartRView data platform, which is augmented by ML Coach (Terrain Coach and Operator Trainer modules), Taurus for support-fleet optimization, and specialized add-ons including the Refuel Coach precision refueling system (launched October 2025) and an Emissions Module covering CO2, NOx, CO, hydrocarbons, and particulate matter. Cascadia operates Gradient Boosted Tree models trained on more than 10 million haul cycles and has measured over 1 billion liters of diesel across deployments.

Cascadia makes money through a combination of hardware sales (instrumentation backed by a permanent warranty), recurring managed data pipeline and cloud subscription revenue, and professional services such as Fuel Efficiency Trials, data science support, and training. The go-to-market is enterprise field sales targeting mining operators directly, complemented by strategic distribution partnerships with Ramjack Technology Solutions, OEM integration through Komatsu's Modular Ecosystem (November 2024), and a co-training alliance with Immersive Technologies for simulator-based operator coaching.

Name

Cascadia Scientific

Legal name

Cascadia Scientific Inc.

Website

https://cascadiascientific.com

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

51–100 employees

Short description

Cascadia Scientific is a Canadian energy intelligence company that provides hardware-based fuel measurement, ML analytics, and emissions tracking for open-pit mining operators, serving enterprise mining customers across the Americas and Australia.

Ownership category

akta.pro rank

Headquarters

HQ city

Surrey

HQ country

Canada

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales

Revenue model

1. Hardware and Software Platform: Complete solution including hardware instrumentation (fuel flow meters, sensors), software platform (SmartRView), cloud solutions, and integrations. Hardware backed by permanent warranty.
2. Managed Data Pipeline & Cloud Solutions: Curated dashboards, online mapping, machine learning modeling, and secure APIs for data integration.
3. Data Science Support & Training: One-on-one support, online training modules, and data science support services to help sites become data science experts.
4. Fuel Efficiency Trials: Empirical fuel testing service to validate third-party claims, measure ROI, and make confident investment decisions for mining operations.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Core offering

Cascadia Scientific provides sub-percent fuel measurement hardware combined with machine learning and physics-grounded analytics software (SmartRView, ML Coach, Taurus) for mining haul truck fleets. Its offerings enable mining operators to reduce fuel consumption, optimize haul roads, coach drivers in real time, and quantify Scope 1 emissions tied to diesel use.

Product overview

Cascadia Scientific offers an Energy Intelligence Platform for mining and industrial operations, combining hardware (fuel flow meters) with software platforms (SmartRView, ML Coach, Taurus) and specialized modules (Refuel Coach, Emissions Module). The architecture centers on SmartRView as the primary data visualization and analytics platform, with ML Coach providing machine learning-powered analysis and optimization capabilities. The platform delivers greater than 99% fuel consumption measurement precision through proprietary hardware, processes data from millions of transport cycles, and supports both diesel fleets today and prepares teams for hybrid, trolley, and electric powertrains.

Differentiator

Problem solved

Functional benefit

Brands

• SmartRView: High-resolution data platform that analyzes telemetry and fuel data to provide visualizations and analysis, including road performance insights.
• ML Coach
• Taurus
• Refuel Coach

Products and services

• SmartRView
• ML Coach
• Taurus
• Refuel Coach
• Fuel Flow Meters

Quantifiable outcome

• 15% fuel savings achieved at New Gold operations
• +9 more outcomes

Named customers10 records

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability5 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core and strategic.

• Komatsu (Mining Technology Solutions)coreTechnology or Integration · 1 November 2024Cascadia Scientific joined Komatsu's Modular Ecosystem in November 2024. The agreement enables customers using Komatsu equipment to realize enhanced Cascadia Scientific insights enabled by access to Komtrax data. As a Modular Ecosystem Partner, Cascadia Scientific can consult with customers running Komatsu products to apply real-time high precision fuel sensing or mine-haul machine learning models.
• Ramjack Technology SolutionsstrategicImplementation/ SI/ Consulting Partner · 24 January 2023Ramjack selected Cascadia Scientific's solution to provide decision-making intelligence for optimized mining operations worldwide. Ramjack's established presence in strategic markets and unique approach to value redemption for end users creates a partnership to bring Cascadia's innovations to mines globally.
• Immersive TechnologiesstrategicStrategic or Co-development PartnerPartnership combining Cascadia Scientific's advanced data analysis and machine learning insights with Immersive Technologies' industry-leading simulator training. The program offers targeted, practical training that generated measurable improvements in operator performance and fuel consumption through precision haul truck operator coaching.
• Modular (Komatsu Ecosystem)coreTechnology or IntegrationModular Ecosystem partner providing access to Komtrax data for enhanced customer insights on Komatsu equipment.

Scale indicators8 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Seeq Corporation: Process manufacturing and industrial analytics platform with ML-driven time-series analysis; partial overlap with Cascadia's ML Coach analytics applied to industrial telemetry and fuel data.
• Uptake Technologies: Industrial AI platform applying ML to asset performance and fuel/efficiency optimization across heavy industries; emerging competitor with overlapping predictive analytics capabilities targeting industrial fleets.

Broad incumbents

• Komatsu: OEM partner via the Modular Ecosystem that also builds and could expand its own analytics stack; comparable because it both supplies the equipment Cascadia instruments and competes for the mine's technology wallet.
• Caterpillar (Cat MineStar / Cat Connect): Caterpillar bundles MineStar fleet management, health, and autonomy for mining operators; as a major OEM with embedded telematics, it competes on adjacent analytics and could wall off Cat Connect data from third parties.
• Hexagon (Mining division): Hexagon's mining division provides fleet management, surveying, and operational intelligence solutions to open-pit and underground mines — competing for the same enterprise technology budget with broader portfolio scale.

Others

• Immersive Technologies: Strategic partner (not competitor) that provides haul truck operator simulation training integrated with Cascadia's Operator ML Trainer — comparable because it sits at the intersection of operator performance and fuel efficiency in mining.

Direct peers

• RPMGlobal: RPMGlobal provides mine planning, scheduling, and fleet optimization software (incl. HAULSIM and FMS) — directly competing for enterprise mining software spend and addressing overlapping use cases in haul cycle performance.
• Modular Mining Systems: Komatsu-owned FMS vendor serving large open-pit mines with dispatch and equipment performance analytics; competes directly for the same fleet intelligence budget and is the gatekeeper for Komtrax telematics access Cascadia depends on.
• Wenco International Mining Systems: Wenco provides fleet management systems (FMS) for open-pit mines, including equipment tracking, dispatch, and operator coaching — overlapping directly with Cascadia's SmartRView and Operator ML Trainer products for the same mining customer base.
• DINGO International: DINGO provides asset health and maintenance optimization software for heavy mining and industrial fleets — closely comparable on the data-driven maintenance and equipment performance analytics side of Cascadia's offering.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• YouTubeyoutube.com/channel/UC2Py1Pt2aLhl4IgP6wUBEhA
• LinkedInlinkedin.com/company/cascadia-scientific-inc
• Xx.com/cascadia_sci

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Cascadia Scientific