Shailesh Jain
Shailesh, Principal Advisor at SCE with 30+ years in T&D, specializes in strategic asset planning and risk-based strategies. He leads efforts advancing energy transition and modern grid solutions.
Los Angeles Metropolitan Area
The Year the Grid Met AI: 2025 and the Collision Between Exponential Compute and Linear Infrastructure
Generative AI didn’t just increase electricity demand—it shattered planning assumptions. In 2025, utilities faced fast, concentrated load, broken forecasts, and new reliability risks, forcing a shift from passive supply to active stewardship of compute-driven infrastructure.
Shailesh Jain
What’s Holding Utilities Back from Scaling the Grid for AI?
AI demand moves in months while grid infrastructure moves in years, creating a strategic mismatch. Unless utilities evolve from building capacity to orchestrating flexible demand, the grid becomes the bottleneck of the AI economy
Shailesh Jain
The Utility-AI Playbook: A Practitioner’s View from the Grid Edge
AI in utilities isn’t about replacing people—it’s about process, trust, and governance. The Utility-AI Playbook outlines seven steps to make intelligence utility-grade: start small, structure data, fine-tune, phase in, measure, govern, and evolve. Reliability remains human-led.
Shailesh Jain
The Utility-AI Value Framework
The Utility AI Value Framework helps utilities prioritize AI and GenAI by scoring reliability, renewables, cost, customer, compliance, and innovation. With 25 key use cases, it shows how priorities differ by utility type and context, while stressing data quality, workforce, and governance.
Shailesh Jain
Fine-Tuning AI for the Grid: How Industry-Specific LLMs Are Transforming Utilities
Utilities are adopting fine-tuned AI models trained on sector-specific data to avoid costly misinterpretations, integrate securely with grid systems, and deliver gains in reliability, efficiency, and decision-making that general-purpose LLMs cannot match.
Shailesh Jain