



Scott Duncan
Lead AI & Decarbonization Engineer
Solstice Advanced Materials
Problem First, AI Second: A Practical Approach to Manufacturing Innovation
Day 1
1:15PM
Table Talk
Many organizations approach AI by asking, “What can we do with AI?” rather than the more critical question: “What problems are we trying to solve?” This table talk will focus on a problem-first approach to AI in manufacturing, grounding the conversation in real operational challenges rather than abstract use cases.
The discussion will begin with participants sharing their most pressing pain points across operations, engineering, and the plant floor. From there, the session will evolve into a collaborative brainstorming discussion, identifying where AI can deliver practical, measurable value in addressing those challenges. Attendees will leave with clearer insight into how to align AI initiatives with business priorities and drive meaningful outcomes.
