Energy & utilities
Energy and utility providers apply AI to systems where reliability and safety are paramount, and where failure has consequences far beyond a single customer. Gamut gives operations, risk and compliance teams a way to govern these systems with the rigour critical infrastructure demands, and to control the agents that increasingly operate them.
AI systems typically in scope
Section titled “AI systems typically in scope”- Grid and network optimisation and balancing.
- Demand and generation forecasting.
- Predictive maintenance for plant and assets.
- Energy trading and dispatch models.
- Customer-facing assistants and billing AI.
Governance drivers
Section titled “Governance drivers”- Safety and reliability. AI affecting physical systems must be safe, monitored and overseen.
- Critical-infrastructure resilience. High availability and regulatory oversight of essential services.
- ISO/IEC 42001. A management-system backbone for AI governance at scale.
- Operational autonomy. Agents acting on grid or plant systems need strict, enforced limits.
Use cases
Section titled “Use cases”Govern AI that affects physical operations
Section titled “Govern AI that affects physical operations”How Gamut solves it: register and model-card the system, tier it via intake (operational impact and autonomy push it high), and route to GTSAF and ISO/IEC 42001, evidencing safety, monitoring and human oversight.
Enforce hard limits on operational agents
Section titled “Enforce hard limits on operational agents”The scenario: an agent that adjusts grid parameters or dispatches assets.
How Gamut solves it: Agentic CISO sets its ATF level, Gateway enforces approval gates and fails closed, and Claw executes only through governed paths under bounded leases.
Demonstrate critical-infrastructure assurance
Section titled “Demonstrate critical-infrastructure assurance”How Gamut solves it: a workpaper pack and the audit log give regulators and auditors a traceable account.
Quick start
Section titled “Quick start”- Inventory the estate in AI System Records.
- Run intake and confirm tiers, flagging operational impact and autonomy.
- Route to GTSAF and ISO/IEC 42001; govern operational agents through the agentic stack.
- Evidence safety, monitoring and oversight in the Evidence Tracker and Testing Centre.
- Track gaps on the Remediation Roadmap.
- Report assurance from reporting.
Frameworks that apply
Section titled “Frameworks that apply”GTSAF, ISO/IEC 42001, NIST AI RMF, EU AI Act, and for agentic operations ATF and MAESTRO.
- Manufacturing & supply chain: related operational and safety AI.
- Telecommunications: another critical-infrastructure vertical.
- Industry playbooks: the full set.