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MatrixHub — Predictive Maintenance Dashboard Software
MatrixHub is TCM’s monitoring dashboard — the central layer of our LubMatrix system. It pulls together vibration, temperature, ultrasound, and lubrication data from AI LubeMatrix and UltraVibe sensors and turns it into real-time alerts and clear next steps, so your team can see the health of every monitored asset from one screen instead of chasing separate readings across a facility. TCM sells, sets up, and supports MatrixHub for facilities across Mississauga and the GTA.
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How MatrixHub Works
MatrixHub takes in data from across your facility and turns it into something your team can actually act on:
Collect
Temperature, vibration, ultrasound, and lubrication data streams in from connected sensors.
Analyze
The platform continuously compares incoming data against each machine’s normal operating pattern.
Prioritize
when something drifts out of range, MatrixHub ranks how serious it looks and points to the likely cause.
Act
The platform can trigger a notification, a recommendation, or an automatic lubrication response through AI LubeMatrix
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Improve
The more data MatrixHub sees from your facility, the sharper its sense of what’s normal becomes
Because it learns each machine’s own baseline automatically, MatrixHub is ready to start flagging real issues shortly after it’s connected — without your team having to manually configure thresholds for every asset.
Key Features
Live dashboards — asset condition trending and alerts in one place, updated in real time.
Real-time notifications — sent straight to your team when something needs attention.
Prioritized insights — a ranked list of what to look at first, not just a wall of raw data.
Automatic baselining — learns each machine’s normal operating pattern without manual setup.
Cross-domain awareness — correlates mechanical, thermal, acoustic, and lubrication signals together instead of in isolation.
Side-by-side comparison — lets you compare equipment performance across your facility at a glance.
Side-by-side comparison — lets you compare equipment performance across your facility at a glance.
Applications
MatrixHub is built for facilities that have outgrown checking each sensor or tool separately. It’s a natural fit for:
Multi-site or multi-line operations expanding their predictive maintenance program
Facilities currently juggling several disconnected monitoring tools with no single view
Environments where asset uptime and safety are critical, and early warning genuinely matters
Teams managing more equipment than any one technician can track manually
Fragmented Monitoring Tools vs. MatrixHub
A quick comparison of the two approaches:
Fragmented / Disconnected Monitoring
Data view
Separate readings per tool or sensor, checked individually.
Threshold setup
Manually configured per machine
Fault prioritization
Left to the technician to judge severity manually
Response
Reactive — issues found after the fact during rounds
System integration
Standalone tools, disconnected from other systems
MatrixHub Unified Platform
DATA VIEW
Single live dashboard correlating all data types
Threshold setup
Learns each machine’s baseline automatically
FAULT DETECTION
Automatically ranks severity and points to a likely cause
Response
Real-time alerts, plus an automatic lubrication response where relevant.
System integration
Built to connect with the maintenance and business systems you already use
TCM sets up MatrixHub as part of every purchase, and we can bundle onboarding with AI LubeMatrix and UltraVibe installation so the full LubMatrix system is deployed and reporting data from a single engagement. Once you’re up and running, our team stays available for support as your program grows.
Why MatrixHub
Why Choose MatrixHub
Earlier fault detection means fewer surprise failures and more uptime
Moves your team from reacting to problems toward a prioritized, directed approach
Scales from a single line to multiple sites as your program grows
Sold, set up, and supported locally by TCM
Built to work as a standalone dashboard or as the hub of TCM’s full LubMatrix system
Part of the LubMatrix System
MatrixHub is the dashboard layer of TCM’s LubMatrix line — bringing together data from AI LubeMatrix’s autonomous dosing and UltraVibe’s multi-modal sensing into one view. See the full LubMatrix category page for how the three pieces work together.
Frequently Asked Questions
What data does MatrixHub actually monitor?
Vibration, temperature, ultrasound, and lubrication data — correlated together in one live dashboard rather than viewed as separate readings.
How long does it take MatrixHub to start giving useful alerts?
MatrixHub establishes each machine’s own baseline automatically shortly after it’s connected, so it starts flagging meaningful deviations early in the process rather than requiring weeks of manual tuning.
Can MatrixHub connect to the systems we already use?
Yes — MatrixHub is built to integrate with the maintenance and business systems most facilities already have in place.
Does MatrixHub work without AI LubeMatrix and UltraVibe sensors installed?
MatrixHub is designed as the dashboard layer for the full LubMatrix system, correlating data from AI LubeMatrix and UltraVibe. We’ll confirm the right configuration for your facility.
How do alerts get delivered to our team?
MatrixHub sends real-time notifications so the right person knows as soon as something needs attention.
How do we get pricing for our facility?
Pricing depends on the number of assets you want covered — contact us for a free, no-obligation quote.
Get a Quote
Tell us about your current monitoring setup and how many assets you need covered, and we’ll confirm whether MatrixHub is the right fit. Serving Mississauga, Ontario, Canada and the surrounding GTA, TCM is available for emergency diagnostic response — call any time, day or night.
