Name
Panel Discussion: Applied AI at scale
Date & Time
Tuesday, November 18, 2025, 9:40 AM - 10:40 AM
Speakers
William Aiken, University of Ottawa
Elias Brown, Vallourec
Mike Burgess, Crenlo Engineered Cabs
Konrad Konarski, Ai Applied Consortium
Jungwoo Ryoo, Penn State DuBois
William Aiken Elias Brown Mike Burgess Konrad Konarski Jungwoo Ryoo
Description

· What “production ready” looks like for AI in upstream, midstream, and downstream

· Playbooks that move use cases past pilots, including data, guardrails, and change management

· Measuring business impact, safety, and reliability without slowing delivery

· Governance that keeps humans in the loop and meets regulatory and customer expectations