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Powering Utilities with Machine Learning

 

young white female demonstrating notes on a whiteboard (11)
young white female demonstrating notes on a whiteboard (12)
THE CHALLENGE
 

Legacy systems slowing AI ambitions

A leading California utility aimed to integrate advanced machine learning capabilities into its existing data infrastructure to accelerate decision-making and strengthen safety and reliability. As part of a growing Digital Transformation initiative, the organization faced the challenge of modernizing legacy systems, managing massive data volumes, and enabling AI-driven insights across critical operations—all without disrupting ongoing services.

THE SOLUTION
 

Building the blueprint for AI at scale

TSG partnered closely with the client’s Digital Transformation and engineering teams to design a future-ready architecture and technology roadmap built to scale AI adoption across the enterprise. By assessing current infrastructure and identifying modernization opportunities, TSG developed a five-year strategic plan focused on AI development, MLOps enablement, and advanced analytics integration. The roadmap outlined clear phases for data modernization, model deployment, and operationalization—enabling faster insights, predictive decision-making, and enhanced system safety. Through this collaborative, structured approach, TSG positioned the utility to move confidently from experimentation to enterprise-grade AI execution.

young white female demonstrating notes on a whiteboard (13)

What TSG delivered