Analytics and Automation for Enhanced Safety, Reliability and Efficiency
Safety and Monitoring
Predictive Maintenance and Optimization
Sensors, Anomalies, Early Warning, Critical Parameter Control.
Predictive Maintenance and Optimization
Equipment Degradation, Shutdown Planning, Spare Parts Inventory.
Regulations and Compliance
UK Regulator Requirements, Audit Trails, Tool Validation, Transparency.
Training, SOPs, ‘Human in the Loop’, Reporting and Continuous Improvement.
Frequently asked questions
What data is key? Sensors, logs, incidents?
Key data includes sensors, log files, and incident reports, alongside a history of shutdowns.
What are the risks of errors? Guardrails, explainability?
Risk mitigation strategies involve guardrails, explainable AI models, and manual approvals to ensure accountability.
What about ROI? Fewer outages and incidents?
The return on investment is driven by reduced downtime, optimized shutdown schedules, and efficient resource allocation.
What about integrations? SCADA, CMMS, document systems?
Successful implementation requires integration with SCADA systems, CMMS platforms, and comprehensive document management systems.
▶ Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.