A full operational picture with predictive failure warnings that work
70% of energy AI projects stall at pilot — the SCADA, ERP and CMMS underneath were never built to share data. PolyPhaze connects OT and IT so your team can act on accurate insight.
Trusted data. Connected operations. Safer outcomes.
One platform. Every dataset connected.
Upstream production: well-to-surface intelligence in one view.
Your production engineers pull from wellhead sensors, reservoir models, SCADA, maintenance records and geological data. PolyPhaze connects those sources automatically, resolves entities across system boundaries and delivers a complete, trusted production picture. Decline curves, artificial-lift optimization and well-intervention decisions get made faster because the data behind them is already connected and trusted.
- Wellhead telemetry, reservoir models and maintenance records unified in one view
- Entity resolution across SCADA, historian, ERP and field data automatically
- Every AI recommendation traceable to source sensor data, audit-ready from day one
Midstream operations: pipeline intelligence from inlet to delivery.
Pipeline integrity depends on connecting SCADA pressure and flow data to inspection records, corrosion monitoring, maintenance history and regulatory submissions. PolyPhaze unifies those datasets so your integrity engineers see the complete picture: anomaly patterns, corrosion trends and compliance statuses. Leak-detection response improves when the data behind the alert is already connected and contextualized.
- SCADA flow data, inspection records and corrosion monitoring unified per pipeline
- Anomaly patterns correlated across pressure, temperature and maintenance history
- PHMSA compliance data connected to operational records with full audit lineage
Downstream refining: process intelligence across every unit.
Refinery optimization depends on connecting DCS process data to crude-assay results, maintenance schedules, energy consumption and product-quality records. PolyPhaze connects those signals, resolves assets across units and gives your operations team a trusted picture — expediting yield optimization and turnaround planning through a better-connected foundation.
- DCS process data, crude assays and maintenance schedules unified
- Energy consumption and yield patterns correlated across operations in real time
- Turnaround planning grounded in connected asset data, not annual spreadsheets
Asset integrity: predictive intelligence across your entire fleet.
Your critical assets — turbines, compressors, heat exchangers, wellheads — generate sensor data through SCADA and industrial protocols that were never designed for analytics. PolyPhaze bridges OT telemetry to maintenance history, inspection records and equipment specifications. Failure patterns surface before they cause unplanned shutdowns, so your reliability engineers finally see the complete asset picture.
- Sensor telemetry, maintenance history and inspection records unified per asset
- Equipment failure patterns flagged before they trigger unplanned downtime
- Predictive maintenance grounded in connected data, not periodic manual inspections
Compliance and ESG: traceable reporting everywhere you need it.
Energy companies face serious regulatory pressure — from NERC CIP to ESG disclosure obligations — each with different data requirements and audit timelines. PolyPhaze connects operational data to compliance requirements in a single governed view, helping shrink audit-preparation times.
- Emissions data connected to operational actuals across every facility and asset
- Regulatory submissions built from governed data with complete data lineage
- EU methane import standards require origin and control data — we build that in
The PolyPhaze Knowledge Fabric™. How it works.
The PolyPhaze Knowledge Fabric™ complements your existing OT and IT systems. It connects what was never designed to be connected, resolves meaning across systems and traces every insight back to its source. Five core capabilities, one trusted foundation.
Connects to SCADA, DCS, historians, ERP, CMMS, EAM and field systems without custom integrations. Industrial protocols, IT systems and cloud platforms — your AI and your people see the same complete picture.
“Asset” in your CMMS and “tag” in your historian resolve to the same entity, automatically. No more manual reconciliation across OT and IT boundaries.
Every AI output traces back to the specific sensor reading, inspection record or maintenance log that produced it. When a regulator asks where a recommendation came from, the answer is one click away.
Zero-trust governance at the data layer, not the application layer. Every AI agent request across OT and IT is controlled, logged and auditable. Every time.
Works with any AI model: public or private, cloud or on-premises. When the model changes (and it will), the trusted data foundation stays exactly the same.
Production in 30 days. Not 18 months.
Most data-platform deployments take a year or more. PolyPhaze deploys in 30 days because the Knowledge Fabric connects to your existing systems without replacing them. Four phases, four weeks, production-ready.
Connect
We map your existing systems — SCADA, DCS, historians, ERP, CMMS, EAM and field data feeds — and establish secure connections across OT and IT with no migration or schema changes. The Knowledge Fabric reads your systems where they are, including industrial protocols IT has never touched.
Resolve
Entity resolution across OT and IT boundaries: assets, equipment tags, well identifiers, pipeline segments and maintenance records are matched and reconciled automatically. The Knowledge Fabric builds the semantic model your operations engineers and AI agents need.
Govern
Access controls, data-lineage tracking and audit trails are configured at the field level. Zero-trust governance is applied to every data point, every agent request, every query. Your safety, compliance and cybersecurity teams validate before go-live.
Activate
AI agents and conversational interfaces go live with your operations team. Real sensor data, real production feeds, real maintenance intelligence. Your team tests with production workflows and we tune until confidence matches expectation.
30-day deployment assumes standard connectivity to common energy platforms and historians. Complex OT environments or air-gapped networks may require an additional 30–60 days for secure integration.
Connects to the systems you already run
PolyPhaze integrates with the core platforms, data warehouses, third-party data providers and cloud infrastructure your team already uses. Model agnostic. No rip-and-replace. The PolyPhaze Knowledge Fabric™ reads from your existing stack and adds the intelligence layer on top.
