REMOTE CONDITION MONITORING
Machine Failure Detection,
Powered by AI
From continuous monitoring to guided resolution: detect faults, see the evidence, and close the loop with verified repairs.
Machine Failure Detection,
How Tractian Failure Detection works
1
Sample & Detect
Sensors stream real-time vibration, temperature, runtime, and RPM. AI maps the signal patterns to specific failure modes (e.g., bearing wear, misalignment, unbalance).
2
Diagnose with Context
Your data is benchmarked against millions of historical machine hours and bearing libraries to make an accurate, explainable call—complete with evidence.
3
Prioritize What Matters
Alerts are ranked by failure severity and asset criticality, so mission-critical machines rise to the top while low-impact noise stays out of the way.
4
Notify & Act
You get an alert that spells out the root cause and next steps—the only thing left to do is the fix.
Detect All Major Failure Modes
- Bearing Erosion
- Bearing Wear
- Belt Wear
- Blade Passage
- BPFO
- BPFI
- Cavitation
- Damage Rotor Bars
- Friction
- Gear Eccentricity
- Gear Wear
- Inner Bearing Wear
- Loose Rotor Bars
- Lubrication Failures
- Loose Stator Windings
- Misalignment
- Outer Bearing Wear
- Overheating
- Overvoltage
- Overload
- Operational Problems
- Phase Unbalance
- Pipe Deformation
- Pulley Wear
- Pump Recirculation
- Resonance
- Rotating Looseness
- Rotor Eccentricity
- Rotor Meshing
- Structural Mechanical Looseness
- Shaft Eccentricity
- Stator Eccentricity
- Turbulence
- Unbalance
- Vane Passage
Bearing Erosion
Bearing Wear
Belt Wear
Blade Passage
Overvoltage
Overload
Operational Problems
Phase Unbalance
FAILURE LIFECYCLE MANAGEMENT
But failure detection is just the start
From alert to verified fix to a healthy asset—Tractian drives the whole cycle.
EXPERT VALIDATION WHEN IT COUNTS
Supervised Analysis:
Get a Second Set of Eyes
Not every alert needs a manual review—but when it does, our supervised analysis feature connects you with expert-vetted insights. Ideal for non-vibration experts or teams validating high-impact alerts.
INITIAL HEALTH REPORT
See Live Machine Health from Day One
Soon after installation, you get a baseline report on machine health with failure-mode assessment and vibration spectrum benchmarked against our global dataset. If the asset is healthy, it stays quiet; if not, you’re notified right away and start catching failures from day one.
CASE STUDIES
Real Teams. Real Results.
Teams use Tractian Condition Monitoring to catch faults early, cut downtime, and prove the fix—at scale.
$1.0M
in production savings
168 hours
of avoided downtime
“There were some issues that I would say, if not for having Tractian, we would have never noticed… It was pretty impressive for that, the results we got early on.”
Jacob Hoffine
Reliability Engineer
24/7 monitoring
increased operational reliability
“Tractian has allowed us to move from firefighting mode to proactive maintenance. We can plan ahead and keep things running smoothly, which makes a huge difference for the team and for the animals we care for.”
Plant Engineer at Georgia Aquarium
4 critical failures
caught in the first 3 weeks
“For the first time, we can clearly see what’s happening on the floor before a failure hits. That kind of visibility is a game-changer.”
Trevor Baker
Sr. Manager, Manufacturing Strategic Initiatives
