Eyob Gebremariam

Senior AI Delivery Manager Duke Energy

Strategic AI leader with a Master’s in Data Science and a deep engineering foundation, bringing 10+ years of experience driving enterprise-scale AI solutions across the energy sector. Eyob specializes in translating complex business goals into impactful AI strategies—leading cross-functional teams, overseeing multimillion-dollar portfolios, and delivering measurable outcomes in safety, decarbonization, and operational efficiency.

Eyob’s expertise spans GAI, machine learning, NLP, and optimization, with a proven track record of building and scaling high-value AI products that solve real-world challenges and create lasting business value. Passionate about responsible innovation, he thrives at the intersection of data, strategy, and execution.

AI in Energy Week Day One - March 2, 2027

8:00 AM Governing Agentic AI: Building Trust, Control and Accountability into Autonomous Systems

Serving 8.7 million electric and 1.6 million natural gas customers, Duke Energy operates at a scale where the implications of deploying increasingly autonomous AI systems extend far beyond individual use cases. As organizations move towards AI agents and autonomous workflows, ensuring those systems are trusted, controlled and accountable becomes increasingly critical.

This session explores the foundations required to govern agentic AI at scale, from semantic layers and knowledge graphs to observability, evaluation frameworks and human-in-the-loop controls, while balancing innovation with risk and measurable business value.

• Building governance frameworks for agentic AI and autonomous workflows

• Using semantic layers and knowledge graphs to create trusted AI foundations

• Measuring, monitoring and evaluating agent performance

• Human-in-the-loop controls and risk management

• Creating accountability and observability across AI systems

• Linking AI governance to measurable business value and ROI

Check out the incredible speaker line-up to see who will be joining Eyob.

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