38%
Average downtime reduction
AI platform for industrial reliability
Predict failures before they stop production.
Unbox Engine at unboxengine.com deploys AI tools across rotating equipment, utilities, and process lines to detect anomalies early, reduce unplanned downtime, and optimize maintenance spend.
First product live: IndusAudio
5x
Faster issue detection
92%
Alert precision in production
Product spotlight
IndusAudio: audio-based AI preventive maintenance
Listen to early machine failure signatures before breakdowns happen
IndusAudio analyzes ultrasonic and acoustic machine patterns to detect bearing wear, cavitation, friction anomalies, and airflow instability in real time.
- 24/7 edge audio anomaly detection and severity scoring
- Fault-type classification with explainable acoustic fingerprints
- Preventive maintenance alerts prioritized by risk to production
Industrial applications
AI tools designed for real plant operations
Machine Health Monitoring
Continuous vibration, acoustic, and thermal signal analysis to predict bearing wear, imbalance, and misalignment.
Energy Anomaly Detection
Track compressed air, HVAC, and utility loads to surface efficiency losses and hidden energy leaks.
Process Drift Intelligence
Identify gradual process shifts that impact quality, throughput, and scrap before thresholds are breached.
Asset Failure Forecasting
Estimate time-to-failure for critical pumps, motors, and gearboxes to schedule maintenance proactively.
Computer Vision Inspection
Automate defect and safety checks on conveyors and lines with real-time visual inspection models.
Work Order Prioritization
Rank maintenance tasks using risk, impact, and confidence scores so teams act on what matters first.
Platform modules
From raw sensor data to operator decisions
Edge & Historian Connectors
Ingest from PLCs, SCADA, historians, and IoT gateways.
Automated Model Training
Build baseline and anomaly models per asset family.
Risk-Based Alerting Engine
Generate ranked alerts with explainable root-cause cues.
Maintenance Copilot
Recommend actions, spares, and checklists for each event.
Deployment workflow
Go from discovery to measurable ROI in weeks
01. Scope Critical Assets
Select the top downtime drivers and map data sources in one workshop.
02. Launch Targeted Pilot
Deploy AI toolkits on one line or process cell to validate precision.
03. Scale Across Plants
Standardize models, alerts, and maintenance playbooks across all facilities.
Bring predictive maintenance to every critical machine.
See how your team can cut downtime, extend asset life, and operate with confidence.
Schedule Strategy Call