Mathias Klinkby

Mathias Klinkby

Senior Performance Specialist Noble

Mathias Klinkby is a Senior Performance Specialist with over half a decade of experience in the oil and gas industry, working with Noble Corporation - the leading offshore drilling contractor by revenue. With a strong foundation in engineering and a focus on upstream operations, Mathias is recognized as a Subject Matter Expert (SME) in operational data management. He plays a pivotal role in automating processes, enhancing data pipelines, and establishing AI and data-driven solutions within the company. Known for his dedication to advancing data capabilities, Mathias provides valuable insights into optimizing performance through both current and emerging technologies in complex operational environments.

Main Conference Day 2 - February 25, 2026

1:20 PM Panel Discussion: The Ethics Equation: Governing AI in a High-Stakes Energy Landscape

As AI becomes deeply embedded the need for ethical oversight has never been more urgent. While 77% of organizations are actively developing AI governance strategies (rising to 90% among those with operational AI), the industry still grapples with a fundamental question: how do we govern AI responsibly in environments here the stakes are high, and the consequences of failure even higher? This session will explore:

  • How organizations can move from capability to responsibility when automating tasks with AI, balancing efficiency with ethical considerations, especially in contexts where human judgment remains essential
  • How to implement governance frameworks that provide guardrails, not guesswork, evaluating AI outputs for accuracy, mitigating hallucinations, and reducing bias to build trust in systems making increasingly high-impact decisions
  • How to identify and address bias and behavior in AI models by uncovering hidden biases, understanding model behavior patterns, and training teams to critically assess AI-generated outputs  

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

Download The Latest Agenda