Multi-technology perspective
Combine complementary inspection methods to see more than any single measurement can reveal.
Reliability engineering · Cypress, Texas
STAH Corporation keeps critical assets running.
STAH combines industrial engineering with responsible AI and Machine Learning to help teams see problems earlier, understand equipment condition, reduce avoidable downtime, and build practical reliability programs.
Electrical Rotating Motors Plant-wide
Your uptime. Our focus.
AssessmentDiagnosticsAI and Machine LearningTrainingApplied AI and Machine Learning
Machine speed. Engineering judgment.
STAH applies AI and Machine Learning where it can improve condition-data screening, pattern recognition, and prioritization—while keeping qualified people responsible for validation and action.
Explore condition intelligence with AI and Machine Learning01
Trustworthy data foundation
Connect asset identity, sensor quality, operating state, process context, and maintenance history before modeling begins.
See the approach 02Anomaly and pattern detection
Use validated machine-learning methods to screen large datasets and surface unusual behavior for expert review.
See the approach 03Multi-technology evidence
Correlate vibration, thermal, electrical, ultrasound, oil, and process indicators instead of treating each signal in isolation.
See the approach 04Human-reviewed decisions
Keep evidence, confidence, limits, overrides, and escalation visible to the people responsible for the equipment.
See the approachSTAH principle: Use AI and Machine Learning to narrow the search space. Engineers own the decision.
Condition assessment solutions
One view across your critical equipment.
Build a targeted assessment or combine methods into an integrated condition strategy for electrical systems, rotating machines, motors, generators, and stationary assets.
01
PCAS
Power Condition Assessment
Integrated assessment for switchgear, transformers, and medium- and low-voltage assets.
Explore solution02
MCAS
Machine Condition Assessment
Condition insight for bearings, gearboxes, pumps, fans, compressors, and rotating equipment.
Explore solution03
CCAM
Motor & Generator Diagnostics
Multi-technology evaluation of motors and generators across electrical and mechanical condition.
Explore solution04
24/7
Continuous Condition Monitoring
Scalable monitoring strategies that help teams track change and act before functional failure.
Explore solutionField services
Find the signal. Focus the work.
Use focused diagnostics or an integrated program to move from symptoms to equipment risk, recommended action, and follow-through.
ElectricalPower assets & distribution
MechanicalRotating & stationary equipment
ProgramReliability process & skills
01
Predictive maintenance diagnostics
- Vibration and ultrasound analysis
- Infrared thermography
- Partial discharge assessment
- Motor online and offline testing
- Transformer and lubrication oil analysis
02
Condition analytics with AI and Machine Learning
- Data-readiness and context review
- Anomaly and pattern screening
- Sensor-health and data-quality checks
- Cross-technology evidence correlation
- Human validation and model monitoring
03
Reliability improvement
- Asset hierarchy and criticality review
- Failure mode and effects analysis
- Condition-monitoring program design
- Maintenance planning and prioritization
- Precision maintenance support
Training & knowledge transfer
Build capability that stays with your team.
Practical training can be aligned to your assets, maintenance workflow, and reliability goals—from condition-monitoring fundamentals to responsible AI and Machine Learning.
Explore reliability training with AI and Machine LearningWhy STAH
Engineering judgment, made useful.
Reliable information is valuable only when it helps people make a better next decision.
Decision-ready findings
Turn field observations into prioritized actions maintenance and operations teams can use.
Safety-minded execution
Plan each engagement around the operating environment, equipment boundaries, and site requirements.
Knowledge transfer
Build internal capability through practical guidance, repeatable workflows, and focused training.
Selected customers
Experience across critical industries.
Organizations served across power, cement, oil and gas, and industrial operations.
Start a conversation
What does your equipment need to tell you?
Share the asset, operating concern, data opportunity, or reliability goal. STAH can help shape a focused, human-reviewed next step.