ENERGY
Governance-native AI infrastructure for grid, utility, and power operations
Constitutional RuntimeWho this is for
Utility CIOs and grid operations leaders, ISO and RTO planning teams, generation and transmission asset owners, distribution utility control-room engineers, and integrated energy majors deploying AI where a wrong answer has grid, safety, or regulatory consequence. When an automated action can trip a relay, dispatch a peaker, or reshape a market clearing, the governance surface belongs upstream of the model.
- Independent system operators and regional transmission organizations
- Investor-owned utilities, municipal utilities, and cooperatives
- Generation asset operators including renewables, storage, nuclear, and thermal
- Transmission and distribution planning and control-room teams
- Energy trading, scheduling, and market operations groups
Capability surface
Constitutional runtime
The PRAXIS 7-Gate pipeline enforces governance on every AI action. It stops when unsure. Evidence is mandatory. Defaults deny rather than guess. Control-room advisors, load forecasting, outage response, and market bidding inherit this posture by construction, not by policy overlay.
Evidence control layer
Every action, dispatch decision, forecast, and generation is recorded to a tamper-evident, SHA-256 hash-chained evidence store. Regulator-ready trace by default, not retrofit. Sealed receipts survive substrate replacement and outlast the shift.
Bounded autonomy
Grid actions with physical, safety, or market consequence require human authority. ETHRAEON enforces separation of duties, deterministic escalation, and hard stops on unsafe states by design. AI advises. The human at the console decides.
Regulatory alignment
Deterministic governance maps to NERC CIP critical infrastructure protection controls, FERC market and reliability requirements, ISO 27001 information security, and IEC 62443 industrial control system standards. SOC 2 self-certified. ISO 42001 readiness-mapped.
OT and IT boundary
ETHRAEON sits in the IT and analytics tier, not on the SCADA bus. Governance and evidence for AI decisions that inform grid operations, without introducing the runtime into safety-critical control loops. Read-only integration patterns are the default.
Sovereign deployment
On-premise sovereign deployment for utilities that cannot exfiltrate operational data, customer records, or market bidding logic to a vendor cloud. Evidence store and constitutional runtime run inside the boundary you already trust and audit.
Where governance meets grid
Energy AI applications compound risk when governance is retrofitted. ETHRAEON is designed for the classes of decision where consequence and audit trail both matter.
- Load and renewable forecasting. Model outputs feed unit commitment and scheduling. Evidence chain records the forecast, its inputs, and downstream operator action.
- Outage response advisors. Recommendations for isolation, restoration, and crew dispatch pass through the constitutional runtime with human authority at every escalation.
- Market bidding and settlement. Auto-bidding logic and settlement reconciliation carry sealed provenance for regulator inquiry and internal audit.
- Asset health and inspection. Vision and time-series models advising on maintenance windows carry hash-chained provenance from raw signal to work order.
Mapped ETHRAEON products
The operational problem in this sector is proving, after the fact, that an AI-assisted grid artifact was governed: that a load or renewable forecast narrative cited real inputs, that the operator advisory ran as a checkpointed workflow a regulator can replay, and that a named human at the console held the authority. Three ETHRAEON products map onto that problem and run as one governed workflow. The concrete deliverable is a source-bound forecast-and-advisory provenance pack for a unit-commitment or outage-response decision.
FactPulse Pro
Live runtime, available by subscription. For a load forecast, renewable-output narrative, or outage-response brief, FactPulse Pro grades each supporting claim against its cited source and attaches a confidence score, an expert-review flag, and a source-credibility rating, then persists the governed intake and returns the deck as full JSON for the control-room record. It verifies and cites; it never dispatches a unit or trips a relay.
Multi-Agent Orchestrator
Live runtime, available by subscription. For the multi-step grid workflow it decomposes the task into scoped assignments (ingest telemetry, draft forecast, frame operator advisory), runs each through the governed gate sequence with concurrency and budget enforcement, and writes a hash-chained verb log plus a SHA-256 evidence node. Adjudicator, coordinator, and executor stay separated, and every step carries recovery and rollback semantics so a bad branch is reversed on the record, not buried.
SOVRIN 1.0
Operational governance platform, SOC 2 self-certified and ISO 42001 and EU AI Act readiness-mapped. SOVRIN 1.0 is the sovereignty posture under the forecast pack: it orchestrates the AI-assisted reasoning and monitoring without loss of trace fidelity or operator sovereignty, enforcing role-based access control, sovereign identity, and session seal so operational telemetry and market-bidding logic never leave the boundary the utility already audits.
Deliverable: a source-bound forecast-and-advisory provenance pack for a unit-commitment or outage-response decision. It maps against NERC CIP, FERC market and reliability requirements, ISO 27001, and IEC 62443, and is produced by the governed runtime at the moment of the decision.
Dispatch, relay, and market-clearing authority stays with the control-room engineer and the operating authority; the runtime produces the evidence.
Proof surface
ETHRAEON runs its own operations under constitutional governance. 300 plus production surfaces, 700 plus governance directives executed and evidenced, a hash-chained evidence store, and a substrate registry that reports live status. The infrastructure is the demonstration.
Engagement
Energy engagements start with a governance briefing scoped to your regulatory posture, OT and IT boundary, and current AI deployment surface. The briefing produces a written architecture assessment and a deployment path proposal. From there: pilot, evidenced production integration, or sovereign on-premise install.
Portfolio anchors
ETHRAEON is a constitutional runtime and evidence control layer. Portfolio posture: 16 filed U.S. provisional applications / 75 technical specifications / 9 families. Public claims are calibrated. AGI-class and ASI-class positioning is architectural, not an achievement claim.