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Forestry & Heavy Industry

The Industry

Heavy industry operates where few systems can survive, high
vibration, extreme heat, abrasive dust, and relentless mechanical
strain. In these conditions, downtime isn’t just an inconvenience,
it’s a chain reaction of production loss, safety risk, and financial impact.

Industrial Matrix™ delivers predictive intelligence built for
endurance. From sawmills and pulp mills to open-pit mines and
material processing plants, the AI Suite™ merges vibration,
temperature, electrical, and lubrication insights into one unified
ecosystem, enabling continuous reliability in the world’s harshest
environments.

Why predictive maintenance matters in heavy industry:

Harsh, remote environments demand autonomous monitoring where manual checks are unsafe or impractical.

Asset failure leads to cascading downtime, lost output, and costly maintenance interventions.

Mechanical fatigue, lubrication failure, and misalignment often go undetected until it’s too late.

Predictive visibility enables safer operations, optimized maintenance schedules, and higher ROI on critical assets.

Industrial Matrix turns these challenges into foresight - empowering
operators to predict, prevent, and perform with confidence, even in
the toughest industrial terrain.

Industry Segments & Use Cases

Forestry / Sawmills

Continuous vibration and ultrasound monitoring across saw lines, conveyors, and drive assemblies. Predictive algorithms detect imbalance, blade fatigue, and misalignment before they throughput. Real-time dashboards visualize system health and provide actionable insights to maintain precision cutting and continuous flow.

Mining Operations

DrivesMatrix™ transforms offline, disconnected machines into online, AI-managed assets for real-time monitoring and remote visibility. By capturing live electrical, torque, and current data, it turns rugged mining equipment into connected intelligence nodes that detect early-stage inefficiencies, mechanical faults, and overload stress - long before failure occurs.

Automotive & Assembly Lines

AI LubeMatrix™ automates precision lubrication across high-temperature rollers, press bearings, and motors. Condition-based intelligence ensures the exact grease amount is applied autonomously, maintaining performance even under constant humidity, dust, and thermal expansion. It closes the loop on predictive maintenance where uptime and cleanliness are critical.

Heavy Manufacturing & Fabrication

Wireless vibration and temperature sensors monitor heavy-duty mobile and stationary assets across vast facilities. Predictive analytics and visual dashboards give operators full online visibility into equipment health, lubrication status, and production efficiency - ensuring uninterrupted operation in dynamic, distributed environments.

Industrial Matrix Solutions for
Forestry & Heavy Industry

AI Suite™ - Unified Intelligence

AI Suite™ is the complete Industrial Matrix ecosystem - connecting all predictive maintenance technologies into one intelligent framework.
It unites DrivesMatrix™, AI LubeMatrix™, OEEMatrix™, MatrixOne™, and our full range of industrial sensors into a single, adaptive reliability network.
Together, they deliver full-spectrum insight into vibration, temperature, lubrication, electrical, and operational performance - transforming data into foresight and foresight into uptime.
Every signal becomes intelligence; every decision drives reliability.

AI Suite™ - Unified Intelligence

AI Suite™ is the complete Industrial Matrix ecosystem - connecting all predictive maintenance technologies into one intelligent framework.
It unites DrivesMatrix™, AI LubeMatrix™, OEEMatrix™, MatrixOne™, and our full range of industrial sensors into a single, adaptive reliability network.
Together, they deliver full-spectrum insight into vibration, temperature, lubrication, electrical, and operational performance - transforming data into foresight and foresight into uptime.
Every signal becomes intelligence; every decision drives reliability.

DrivesMatrix™

Transforms offline, heavy industrial machines into online, AI-managed assets for real-time monitoring, performance optimization, and remote visibility.
Every drive becomes a connected, intelligent online node, delivering predictive control and continuous insight across crushers, conveyors, and rotary equipment.

AI LubeMatrix™

Autonomously lubricates the exact amount of grease based on live streaming data, closing the loop on a full predictive maintenance ecosystem.
Built for high-heat, high-vibration environments, AI LubeMatrix™ eliminates overuse, prevents contamination, and sustains precision lubrication where manual access is difficult or unsafe.
It’s autonomous reliability that endures where human maintenance can’t.

MatrixOne™ Port

One port. One battery. Limitless endurance.
MatrixOne™ is the central hub connecting temperature, vibration, ultrasound, radio node, power, and AI LubeMatrix™ - unifying every sensor and control element into one modular
system.
It consolidates all power and data streams under a single battery, simplifying installation, extending range, and powering predictive intelligence across vast or remote sites.
Compact, wireless, and field-hardened, MatrixOne™ ensures that every sensor, lubrication event, and data insight is connected, no matter the distance or terrain.

Vibration + Temperature Sensors

Industrial-grade sensors built for high-impact, high-load environments.
They detect bearing fatigue, shaft imbalance, and thermal stress under continuous operation, ensuring predictive accuracy even under heavy vibration and exposure to dust or debris.

Ultrasound Sensors

Ultrasonic monitoring detects friction, misalignment, and structural fatigue before vibration or temperature data changes occur.
Ideal for sawmill lines, rollers, and conveyors, ultrasound provides precision insights intolubrication health and early wear detection, complementing vibration analytics for full asset awareness.

Edge + Cloud Architecture

Dual-layer analytics deliver instant, local decision-making at the edge, with mirrored data across the cloud for enterprise-wide visibility.
Designed for remote and rugged conditions, the system processes data even in low-connectivity zones, ensuring insight continuity from field to headquarters.

CMMS / EAM / SCADA Integration

Predictive alerts automatically trigger maintenance workflows, documentation, and performance reports.
Seamless integration with CMMS, EAM, ERP, and SCADA platforms enables a closed-loop predictive maintenance system that aligns data, decisions, and actions across all levels of operation.n.

Expert Partnership - Human Insight in Action

Behind every algorithm is a team of Industrial Matrix reliability experts.
Our specialists continuously analyze, interpret, and optimize predictive insights for each partner, ensuring system performance under the harshest industrial conditions.
Through weekly scheduled meetings, our Customer Success Team tracks reliability KPIs, updates parameters, and guides operators on turning predictive data into live operational strategy.
It’s not just technology - it’s a guided partnership that makes reliability measurable.

Why Leaders in Heavy Industry
Choose Industrial Matrix

Proven endurance in vibration-heavy, high-load, and high-temperature environments.

Rugged wireless and wired sensors designed for industrial-grade resilience and accuracy.

Hygienic, sealed hardware built for washdown and food safety compliance in the most demanding production environments.

MatrixOne™ connects all sensors, power nodes, and lubrication modules into one battery-backed network for total site coverage.

Seamless integration with SCADA, PLC, and CMMS platforms for enterprise alignment.

Scalable architecture that grows with your facility, assets, and data requirements.

Supported by a dedicated Customer Success Team that meets weekly with partners, tracking reliability KPIs, reviewing insights, and ensuring continuous optimization.

Designed, tested, and supported in North America under strict industrial standards.

Predict the Unpredictable.

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