Predict Failures Before They Happen
Stop reactive maintenance. ALEC correlates equipment signals and detects degradation patterns weeks before breakdown — no ML expertise required.
From Reactive to Predictive
Traditional condition monitoring catches problems too late. ALEC finds them weeks earlier.
Use Cases
Predictive Maintenance
Vibration, temperature, current draw, acoustic signatures — they all tell a story. Gateway correlates signals from rotating equipment. Complexity detects degradation patterns weeks before failure.
Production Line Monitoring
Cycle time, quality metrics, OEE factors — hundreds of sensors per line. ALEC finds the correlations between machine health and product quality. One health score per production line.
Energy Grid Stability
Frequency, voltage, reactive power, load — grid stability depends on their balance. Complexity monitors the robustness of your electrical infrastructure and alerts before instabilities cascade.
Process Control & Quality
Temperature, pressure, flow, concentration — process variables that must stay in range. Gateway correlates process parameters. Complexity detects drift before quality is affected.
Equipment We Monitor
Any rotating, vibrating, or process equipment with sensors
How It Works
No ML training required. ALEC learns your equipment baseline automatically.
1. Connect
Gateway ingests from PLCs, SCADA, or IoT sensors
2. Correlate
Real-time correlation finds signal relationships
3. Baseline
Complexity learns what "healthy" looks like
4. Predict
Alert when robustness score drops
Supported Protocols
"We deployed vibration sensors across our plant without any network upgrades. ALEC's correlation analysis identified a failing bearing 3 weeks before our traditional system would have caught it. That's $200K in avoided downtime."
ROI Calculator
❌ Without Predictive Maintenance
✅ With ALEC (40% reduction)
* Example based on typical manufacturing plant. Actual savings depend on equipment and operations.
Industrial & OT One-Pager
Architecture overview, compression benchmarks, integration guide, and ROI data for industrial & ot deployments.
- Technical architecture
- Real-world compression benchmarks
- ROI calculation methodology
Download Technical Brief (PDF)
Fill in your details to get the one-pager.
Ready to predict failures?
Stop reacting to breakdowns. Start preventing them.