Solution lane
Maintenance
From CMMS integration through to ML-driven asset health scoring — built to eliminate unplanned downtime and maximise asset reliability.
Solution lane depth

Integrated Asset Intelligence
Six capabilities form a continuous data and decision-making chain.
01 — CMMS Integration
Connect Your Existing Systems
- Integration with any existing CMMS
- Complete visibility into maintenance tasks, work orders, and asset histories
- Transactional maintenance data unified with operational analytics
- Enhanced reliability and uptime through integrated insights
02 — Sensor Data
Real-Time Operational Visibility
- Historian implementation
- Ingestion of sensor data from all assets
- Real-time visibility of operations
- Continuous data flow for further analytics
03 — Downtime Analysis
Pinpoint and Eliminate Loss
- Time-usage model for downtime analysis
- Tracking downtime events to pinpoint issues
- Root cause insights to reduce future losses
04 — Condition Monitoring
Continuous Asset Condition Awareness
- Digital platform unifying condition data with process parameters
- Continuous monitoring of asset conditions in real time
- Early detection of degradation or anomalies
- Support for predictive maintenance decisions
05 — Failure Prediction
Anticipate Failures Before They Happen
- Weibull distribution for failure prediction modelling
- Predictive algorithms to anticipate failures
- Early warnings to prevent unexpected downtime
- Prioritisation of maintenance based on failure risk
06 — Asset Health
ML-Driven Health Scoring
- Machine learning-based asset health scoring
- Real-time visualisation of plant condition
- Stoplight methodology: Green, Amber, Red status
- Immediate focus on critical assets for action