Control room operators paste SCADA alarms into AI tools. Engineers share grid configurations with AI assistants. Energy traders upload market positions to AI analysers. Your EMS and ADMS log none of it. A DNS log audit does.
Energy companies operate critical national infrastructure. Network configs, SCADA data, generation capacity and market positions are all high-value targets. Every unsanctioned AI tool creates NERC CIP violations and national security exposure.
Operators paste SCADA alarms, DCS parameters and control logic into AI for troubleshooting. Real-time process data and control configurations reach external AI platforms outside your CIP boundary.
Engineers share relay settings, substation configurations and transmission topology with AI tools. Critical infrastructure architecture becomes accessible to commercial AI providers.
Traders paste market positions, hedging strategies and price forecasts into AI analysis tools. Proprietary trading algorithms and position data leak through AI chat sessions.
Maintenance crews use AI to interpret work orders, draft safety procedures and access equipment manuals. Asset condition data and maintenance schedules reach unvetted AI vendors.
Environmental teams use AI to draft emissions reports, model dispersion patterns and prepare EPA filings. Emissions data, permit details and compliance gaps reach external servers.
Utility customer service teams paste account data, usage patterns and billing details into AI assistants. Smart-meter data and customer PII flow to unvetted AI vendors.
| Requirement | Source | Shadow AI Risk | What the Audit Produces |
|---|---|---|---|
| CIP-004 Personnel | NERC CIP | Staff using AI to access/process BES data | AI tools in CIP-scoped network segments |
| CIP-011 Information | NERC CIP | BES Cyber System Information in AI tools | AI services handling BES-related data flagged |
| TSA Pipeline Security | TSA directives | Pipeline SCADA data in unvetted AI services | AI tool inventory for pipeline security assessment |
| FERC Market Rules | FERC / ISO tariffs | Market-sensitive data in AI tools | AI tools used by trading desks identified |
| Environmental Data | EPA / Clean Air Act | Emissions and compliance data in AI tools | AI tools handling environmental data listed |
| Customer Data | State PUC regulations | Smart-meter and usage data in AI | AI services handling customer data identified |
Sample excerpt from a shadow AI audit of a regional electric utility (3,500 employees, 1.2M customers).
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