Moving Beyond Completion to Capability: Proving AI Upskilling Actually Works

About this session

Your company already pays for Copilot, maybe Claude too, and most of your people use them like expensive autocomplete. Meanwhile the LMS swears everyone's trained. This talk is about the gap between those two facts and what it costs you every quarter. We'll run our measurement model live on stage: real work scored by human reviewers, and dashboards that show whether people actually got faster and better, not whether they clicked Next until a certificate appeared. We'll walk through how one enterprise turned a floor of casual users into people who measurably work differently. Come skeptical. We're bringing receipts.