AI In Industry

AI In Industry

Energy and Utilities

Sep 23, 2025

AI in the Grid: Grid Copilots are Using LLMs for Outage Triage and Crew Dispatch

Maya Shah

By: Maya Shah

Tuesday, September 23, 2025

Sep 23, 2025

3 min read

2 people carrying a solar panel
2 people carrying a solar panel
2 people carrying a solar panel

Grid copilots use LLMs for outage triage and dispatch. Photo Credit: Stephanie Arnett/MITTR| ENVATO

Key Takeaways

  • AI for Grid Operations: Utilities are adopting AI-powered "copilots", applications built on LLMs, to assist human operators with complex tasks like analyzing outage data and coordinating field crews [1].

  • Faster Triage: These copilots rapidly process diverse data sources, including sensor alerts, customer reports, and weather forecasts, to quickly identify the cause and location of grid failures [3].

  • Optimized Dispatch: By analyzing the situation, the AI can suggest the best-equipped crews for a specific job and recommend the most efficient dispatch order, reducing downtime [2].

  • Human-in-the-Loop: The technology is designed to augment, not replace, human expertise, providing recommendations that experienced operators can verify and act upon [1][2].

The same AI engine that powers conversational chatbots is now being adapted for a more critical task: keeping the lights on. Electric utilities are beginning to deploy "AI copilots," specialized applications that use large language models (LLMs) to help manage power grids. This emerging technology acts as an intelligent assistant for grid operators, helping them analyze vast amounts of data to make faster, more informed decisions during emergencies [1][2].

How AI copilots assist grid operators

Grid copilots are specialized AI assistants that leverage large language models to help utility operators manage the electric grid. These systems are designed to understand and process the complex, often unstructured data that operators deal with daily, from cryptic sensor alerts and customer calls to dense operational manuals [1].

Traditionally, when an outage occurs, operators must manually sift through multiple data streams to diagnose the problem, a process that can be slow and overwhelming during large-scale events like storms. An AI copilot can ingest this information in real-time, correlating meter data, weather patterns, and historical outage records to present a coherent summary of the situation [2]. This allows human operators to move from data gathering to decision-making much more quickly.

From outage alarm to optimized repair

The core function of a grid copilot is to accelerate the "triage" process when a fault occurs. For example, a system developed by Harvard researchers demonstrated that an LLM could analyze raw grid data to identify the type of outage and its location, a task that typically requires significant human expertise [3]. The AI can translate technical alerts into plain English and offer a ranked list of likely causes [3].

Once the problem is diagnosed, the copilot can assist with dispatching repair crews. By accessing crew schedules, vehicle locations, and equipment inventories, the AI can recommend the ideal crew for the job and suggest a prioritized repair sequence [2]. Platforms like the one developed by Databricks for a major U.S. utility can reduce outage analysis time from hours to minutes, allowing for much faster restoration of service [2]. The system can even help predict potential future failures by identifying stressed equipment before it breaks [1].

The future of AI in grid management

The integration of AI copilots marks a significant step toward modernizing grid operations. As the grid becomes more complex with the addition of renewable energy sources like solar and wind, along with electric vehicle charging, the volume of data operators must manage is exploding. AI assistants can help manage this complexity, ensuring the grid remains reliable and resilient [1].

While the technology is still in its early stages, the goal is to create a more interactive and intuitive control room. Operators can ask the copilot questions in natural language, such as "What is the current load on substation X?" or "Summarize all storm-related outages in the last hour" [1]. This human-in-the-loop approach keeps experienced operators in control while equipping them with powerful analytical tools to manage an increasingly dynamic energy landscape [1].

Why this matters

The deployment of AI copilots in grid management matters because it directly addresses the twin challenges of aging infrastructure and increasing grid complexity. This translates into tangible public benefits like shorter and less frequent power outages, as AI-driven triage can slash restoration times during critical events [2][3]. For utility organizations, these systems offer a crucial tool to enhance operational efficiency, reduce costly downtime, and manage the volatile inputs from renewable energy and electric vehicles [1]. Ultimately, investing in this technology is becoming essential for maintaining service quality and building a more resilient energy future [1][2].

Sources

  1. AI as a Utility Copilot. Camus Energy. September 23, 2025. https://www.camus.energy/blog/ai-as-a-utility-copilot

  2. Revolutionizing Utility Outage Response. Databricks. September 23, 2025. https://www.databricks.com/blog/revolutionizing-utility-outage-response

  3. Bringing GPT to the grid. Harvard John A. Paulson School of Engineering and Applied Sciences. June 12, 2024. https://seas.harvard.edu/news/2024/06/bringing-gpt-grid

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