Scaling utility AI past the pilot phase

For utility and energy operators, the path from AI pilot to full production remains challenging. Fragmented data, governance requirements, workforce adoption issues, and capital pressures stall nearly 75% of AI initiatives before deployment.

This page outlines a structured approach to overcoming these barriers. Key topics include:

• Evaluating AI use cases against capital return thresholds pre-pilot
• Implementing Zero Trust architecture aligned with NERC CIP and IEC 62443
• Driving workforce adoption via change management and lifecycle support

Explore how energy operators can scale AI from the lab to daily operations.