Enterprise Knowledge’s Eloragh Espie will be presenting at the Progress Data Platform Summit 2026. The Summit brings together data and AI leaders, practitioners, and customers focused on turning fragmented enterprise data into trusted, AI-ready platforms, and will take place at the Hyatt Regency in Reston, VA from September 14th-16th.

This session, “Tokens Spent, Value Missing: Why Most Enterprise AI Stalls and What the Survivors Do Differently,” will focus on how enterprise generative AI investments often stall because adoption metrics are mistaken for business impact. Token spend, seat counts, and pilot activity may show usage, but they do not prove value if AI cannot be reliably connected to correctness-critical workflows. It will examine why many AI initiatives fail to produce measurable returns, and will argue that the underlying issue is more often semantic than model-related.

Attendees will leave with a practical field test for deciding when semantic infrastructure earns its cost and when a lighter approach is sufficient, along with a clearer framework for connecting AI investment to outcomes rather than activity.

For more information on the Summit, check out the agenda and registration here.