AI for grids, assets, and decisions.
Grid optimization, asset performance, demand forecasting, and operations support for utilities, renewable operators, and oil and gas — all with the operating discipline that critical infrastructure demands.
Six practical patterns for energy.
- 01
Asset performance management
LLM-assisted root-cause analysis on equipment events, with full traceability to historian data and maintenance records.
- 02
Outage and incident management
Drafting of customer communications, regulator notifications, and post-event reports.
- 03
Demand and load forecasting
Forecasting tooling integrated with weather, market, and historical demand.
- 04
Field operations
Field-engineer assistants for procedure lookup, work-order context, and documentation.
- 05
Trading and dispatch
Decision-support tools for control rooms with explicit human-in-the-loop boundaries.
- 06
Regulatory and ESG reporting
Drafting and refresh of regulatory filings and sustainability disclosures with reference traceability.
What we know about your world.
NERC CIP, FERC reliability standards, and regional ISO operational protocols. We build with the bulk-electric-system audit trail in mind.
OSHA, EPA, and state-level operating regulations for upstream and midstream oil and gas.
Utility commission supervisory expectations on customer-facing AI use and on AI in dispatch and outage decisions.