Catch Every Problem
Before It Becomes One.
NTS AI watches every sensor, every data stream and every process parameter — learning your normal baseline and flagging deviations the moment they occur. Minutes of warning instead of hours of downtime.
From Raw Data to Early Warning.
Ingest All Sensors
Connect vibration, temperature, pressure, current, flow, voltage and process sensors from any IIoT or SCADA system.
Learn Your Baseline
The AI model trains on your historical data — learning the unique normal operating patterns, seasonal cycles and process interdependencies of your equipment.
Score Every Reading
Every incoming reading is assigned an anomaly score in real time. Deviations from the baseline — even subtle, multi-sensor patterns — are flagged immediately.
Alert & Escalate
Alerts are routed to the right engineer via WhatsApp, SMS and mobile app — with anomaly type, affected asset, score and recommended action attached.
Every Anomaly Type. Every Asset Class.
Bearing Vibration
- Frequency signature analysis
- IMF component tracking
- Early fatigue detection
Thermal Anomalies
- Motor & transformer hot spots
- Process temperature drift
- Cooling system degradation
Current & Power Spikes
- Motor current imbalance
- Power factor anomaly
- Load variation spikes
Pressure Deviation
- Pump & compressor anomalies
- Leakage early detection
- Hydraulic system drift
Motor & Drive Faults
- Torque & speed irregularity
- Drive current signature
- Winding insulation trends
Flow & Level Anomalies
- Tank level unexpected changes
- Pipe flow rate deviation
- Leak proxy detection
Process Parameter Drift
- Setpoint deviation tracking
- Gradual efficiency degradation
- PLC output correlation
Energy Efficiency Anomalies
- HVAC COP degradation
- Specific energy consumption rise
- Peak load anomaly pattern
Rotating Equipment
- Pump cavitation signatures
- Compressor surge detection
- Gear mesh frequency shift
Multivariate Detection — Not Just Single Thresholds
Simple threshold alerts miss gradual failures and generate false alarms when one sensor spikes. NTS AI monitors the relationships between hundreds of sensors simultaneously — catching subtle multi-variable pattern shifts that no threshold rule could detect.
- Correlates vibration + temperature + current together
- Detects gradual drift — not just hard threshold crossings
- 80% fewer false alarms vs threshold-based rules
- Works on intermittent operating conditions
Root Cause & Time-to-Failure Estimation
When an anomaly is detected, the AI doesn't just alert — it explains. Root cause analysis identifies which sensor pattern is driving the anomaly and time-to-failure estimation gives your maintenance team a planning window to act before breakdown.
- Root cause ranked by contributing sensors
- Time-to-failure estimate with confidence range
- Historical similar anomaly pattern lookup
- Auto work order generation with findings attached
Anomaly AI Across Every Asset-Intensive Sector.
Stop Reacting. Start Predicting.
Book a free anomaly detection workshop — we'll connect to a sample of your sensor data, run the AI model and show you what anomalies are already lurking in your equipment before the first alarm fires.