Predictive Maintenance
ML-Based Equipment Failure Prediction
Prevent costly downtime with our AI-powered Predictive Maintenance solution. By analyzing sensor data, vibration patterns, and historical maintenance records, we predict equipment failures before they occur, enabling proactive maintenance scheduling and reducing unplanned outages.
Addressing Your Key Challenges
Identify and overcome the critical obstacles preventing your operations from reaching peak efficiency
Unplanned Downtime
Unexpected equipment failures halt production and cause revenue loss.
High Maintenance Costs
Reactive repairs are significantly more expensive than planned maintenance.
Spare Parts Shortages
Lack of critical spares when breakdowns occur extends downtime.
Data Overload
Too many sensor alerts leading to alarm fatigue for operators.
Measurable Business Outcomes
Quantifiable results that drive bottom-line growth and operational excellence
decrease in unplanned outages
reduction in annual maintenance budget
return on investment within first year
prolonged useful life of critical machinery
Powerful Features
Advanced tools and functionalities designed to transform your workflow
Core Use Cases
Built to handle your most demanding industrial requirements.
Anomaly Detection
Identify subtle deviations in vibration and temperature patterns.
Remaining Useful Life (RUL)
Estimate days until failure for critical components.
Root Cause Analysis
Pinpoint the specific sub-component causing the issue.
Fleet-Wide Benchmarking
Compare asset performance across different sites.
How It Works
A seamless, integrated process from data collection to actionable insights
From Sensor to Insight
Sensor Data Collection
Vibration, temp, and current data streamed from PLCs/IoT.
Feature Extraction
Signal processing to extract time and frequency domain features.
Inference
Models compare current state against failure signatures.
Actionable Alert
Alerts sent to maintenance team with recommended actions.
Seamless Integrations
Connects effortlessly with your existing software stack and hardware infrastructure
Integrated with Your Ecosystem
Our solutions are designed to fit perfectly into your existing infrastructure, connecting with your hardware, software, and enterprise systems without disruption.
Sensors
CMMS
Platform Capabilities
Enterprise-grade performance, security, and scalability
Edge Processing
Analyze high-frequency vibration data locally.
Model Library
Pre-trained models for motors, fans, pumps, and gearboxes.
Scalability
Monitor thousands of assets across multiple sites.
Deployment & Pricing
Flexible options tailored to your business needs and scale
Flexible Deployment
Whether you need the security of on-premise or the scalability of the cloud, we support your architecture.
"Hybrid architecture with edge nodes for data reduction and cloud for aggregation."
Per Asset Model
Pricing based on number of monitored assets.
- Unlimited Users
- Mobile App Access
Enterprise Site Model
Flat fee for entire facility coverage.
- Dedicated Success Manager
- Custom Models