Edge intelligence
Deploy ruggedized inference nodes next to compressors, turbines, and reactors. Latency in milliseconds, not minutes.
Daily pulse
Live signals from industrial leaders.
Refreshed —. News, social, video, and market data roll up automatically.
Pulling the latest intelligence…
Three pillars of resilient plants
Unified data fabric
Ingest historians, SCADA, lab, and maintenance systems into a single semantic layer that every model can reason over.
Adaptive optimization
Reinforcement + physics-informed models that continuously retune recipes, utilities, and maintenance windows.
Playbooks
Industrial AI that ships value in 90 days.
Corrosion Sentinel
Fusion of ultrasonic thickness scans, HF acidity, and flow data spots corrosion hotspots weeks earlier.
- Risk map refreshes every 12 hours
- Automated work order drafting
- Insurance-grade reporting
Energy Intensity Optimizer
Digital twin senses steam and power inefficiencies, then orchestrates burners, fans, and drives to cut losses.
- 2–5% fuel savings
- Grid-friendly ramping
- Carbon accounting built-in
Autonomous Turnaround Planner
LLM copilots align inspectors, contractors, and supply chain, surfacing constraints before they derail schedules.
- Scenario stress tests
- Dynamic critical path
- Executive-ready summaries
Architecture
Edge-to-cloud stack engineered for regulated plants.
Perception
Vibration, infrared, chromatographs, and historian data harmonized with OPC UA + MQTT brokers.
Intelligence
Hybrid models (physics + foundation) with guardrailed LLM copilots orchestrated via Kubernetes and Triton.
Control
Closed-loop APIs with ISA/IEC safety layers ensure every recommendation is explainable and auditable.
Trust
Granular RBAC, secure enclaves, and automated NERC/CISA compliance reporting.
Ready to industrialize AI?
Bring your PI tags, your vibration logs, your toughest reliability problems. We bring the copilots, twins, and governance.
Book a technical briefing