Shawn Weekly has spent 20+ years inside the utility industry's data problem, first as a civil surveyor watching bad drawings turn into redone construction work, then as a drafter, developer, and architect trying to fix it from every layer above.

Today he's the current Head of Applied AI&ML for SBS, a part of Enverus. He is also the primary Solution Architect for Substation Design department, where he owns XINFRA: a semantic data platform that turns physical infrastructure into a live, standards-based graph instead of static drawings. In this session he'll show what that unlocks for AI: infrastructure data that's finally structured enough to read, and validated enough to write to.