Sound-based motor condition monitoring
Acoustic and vibration analysis for motors and gearboxes. Catches anomalies before they cause downtime.
Deployment
Field equipment, control dashboard, and alerting
- Earlier detection of anomalies
- Better-timed maintenance
- Fewer unplanned stoppages
Crane wire monitoring
Tension, vibration, and acoustic inputs from hoisting systems. Flags fatigue and break risk earlier.
Deployment
Safety monitoring layer for cranes and hoists
- Pre-incident warning detection
- Real-time inspection data
- Clear signals for field decisions
Ultrasonic tree diagnostics
Non-destructive ultrasonic inspection of internal trunk changes. On-site detection of pine wilt disease and similar abnormalities.
Deployment
Portable scan equipment and reading interface
- Earlier infection detection
- Faster field diagnosis
- More confident decisions
Terminal operations console
Control-room, field, and customer-channel data in a single view. Delays and bottlenecks surface earlier.
Deployment
Control-room UX with live terminal visualization
- Faster detection of delays
- Clearer view of bottlenecks
- Shared picture across teams
Voice-based identity verification
Speaker verification built for noisy control rooms and field voice workflows.
Deployment
Control-room login and field instruction workflows
- Lower impersonation risk
- Stable voice workflows
- Automated authentication across channels
Delivery
Designed for adoption, not just accuracy
A good model is not enough. Operating procedure, rollout plan, and deployment structure have to work on site.
Architecture shaped by equipment and network constraints
Alerts, dashboards, and reporting built for operators
Rollout plans that include security and audit
Improvement loops with operating metrics and retraining