Deployable in 90 days • Security-audited
Industrial AI • Real-time Reliability
Deploy edge-to-cloud intelligence that predicts failures, stabilizes throughput, and frees your engineers to focus on high-leverage work.
Week 1
Data-onboarding sprint
Week 5
Live failure prediction
Week 12
Closed-loop optimization
Compressor Train #4
Steam Reformer
Outcomes people notice
Pair edge inference with copilots and governance so every reliability leader can point to measurable wins in their first quarter.
90 day playbook
From data audit → closed loop
5x faster
Alarm-to-action workflows
>99.9%
Policy-compliant automations
Blend historian, vibration, and operator notes into a shared anomaly ledger. Engineers drag a signal, ops gets the recommendation, and management gets proof.
A dynamic intensity index that ties weather, demand response and flare rules to your optimization layer.
Overlay ISA/IEC 62443 controls on every OT asset. Security, process, and compliance teams now stare at the same truth.
PI tags normalized
Contextualized in a federated semantic layer your data teams can extend without lock-in.
Critical events averted
Auto-issued playbooks with audit trails for insurance and regulators.
Control room hours freed
LLM copilots summarize shifts, suggest setpoints, and draft work orders.
Daily pulse
Refreshed —. News, social, video, and market data roll up automatically.
Command center
Operators, data teams, and cybersecurity share the same situational awareness—from unit alarms to energy hedges.
Correlate vibration, PI tags, and LLM shift notes in one thread so engineers can move from alarm to root cause in minutes.
Blend utility pricing, flare data, and weather to recommend the lowest-carbon, lowest-cost operating point.
Overlay MITRE/ISA 62443 controls on OT assets so security and ops see the same posture.
Turnaround Burst
Live · 14 signalsCompressor train
Stability 92%
LLM aide suggests valve offset -0.3%Energy deviation
-4.2 MW
Settled after load-shed recipeField ops
Crew ETA 7m
Work order synced to SAPMobile elegance
Stacked content, large tap targets, and reduced-glare palettes make the experience as polished on phones as it is on a 55" wall.
Field testimony
“We cut compressor trips to near-zero and finally have a single glass pane the board trusts.”
VP Reliability, $18B integrated petrochemical operator
Deploy ruggedized inference nodes next to compressors, turbines, and reactors. Latency in milliseconds, not minutes.
Ingest historians, SCADA, lab, and maintenance systems into a single semantic layer that every model can reason over.
Reinforcement + physics-informed models that continuously retune recipes, utilities, and maintenance windows.
Playbooks
Fusion of ultrasonic thickness scans, HF acidity, and flow data spots corrosion hotspots weeks earlier.
Digital twin senses steam and power inefficiencies, then orchestrates burners, fans, and drives to cut losses.
LLM copilots align inspectors, contractors, and supply chain, surfacing constraints before they derail schedules.
Architecture
Vibration, infrared, chromatographs, and historian data harmonized with OPC UA + MQTT brokers.
Hybrid models (physics + foundation) with guardrailed LLM copilots orchestrated via Kubernetes and Triton.
Closed-loop APIs with ISA/IEC safety layers ensure every recommendation is explainable and auditable.
Granular RBAC, secure enclaves, and automated NERC/CISA compliance reporting.
Bring your PI tags, your vibration logs, your toughest reliability problems. We bring the copilots, twins, and governance.
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