Energy & Utilities
Safety-critical AI governance for the grid and operations.
Energy and utility providers apply AI to grid optimization, demand forecasting, and asset maintenance — domains where safety, reliability, and regulatory accountability are paramount.
Regulatory drivers
- Critical-infrastructure protection and reliability standards
- EU AI Act for safety-critical operational AI
- NIST AI RMF for risk assurance
- ISO/IEC 42001 for AI management systems
The governance challenge
Operational AI touches safety-critical systems, yet models, the platforms running them, and the data sources informing them are governed in silos — leaving reliability and safety teams without a single, traceable view.
How it works in practice
A utility registers its grid-forecasting models and the platforms and data sources they rely on in AIXYRA. Governance checkgates enforce safety sign-off before changes go live, and the dependency graph plus audit reports give regulators and reliability boards a complete, evidenced account of every safety-critical AI system.
Illustrative scenario. AIXYRA does not imply any specific customer engagement.
Outcomes for Energy & Utilities
The AIXYRA capabilities behind this solution
AI Model Catalog
Catalog AI models across providers with provenance tracking, version management, and automated governance approval ensuring models meet compliance requirements.
Configurable Governance Checkgates
Configurable governance checkgates that adapt approval requirements to your organization's risk appetite and regulatory obligations.
Architecture Dependency Graphs
Interactive 6-layer dependency visualization showing relationships between agents, models, tools, data sources, platforms, and services for complete traceability.
Audit Reports
Generate compliance documentation and audit evidence on demand, demonstrating governance posture to regulators, auditors, and executive stakeholders.
Platform & Service Catalog
Document platforms and services that host AI workloads, establishing the infrastructure layer of your governance architecture for complete traceability.