Does Your Workforce Data Hold Up? Moving from Claimed Skills to Demonstrated Capability

Written by The Peerceptiv Team | Jul 20, 2026 5:23:02 PM

Watch this 27-minute on-demand session to see why AI-inferred, self-reported, and manager-assessed skills data is claimed, not proven — and what it actually takes to build defensible, decision-ready skills data.

  On-Demand Webinar  ·  27 min

Most workforce skills data falls into one of three buckets: AI-inferred from projects and performance data, self-reported by employees, or manager-assessed through reviews and endorsements. The problem? All three are claimed, not proven. Building a skills strategy on claimed data is a risky bet when the decisions on the line are promotions, hiring, and where you invest next.

What You'll Learn

The real difference between claimed and demonstrated skill 
When that difference actually matters (and when it's fine to rely on inference) 
How to build demonstrated evidence at scale, in any program 

Who This Is For

CLOs, Heads of L&D, and Talent Development leaders ready to move beyond satisfaction scores.

Presented by Peerceptiv, built on 16+ years of peer learning research from the University of Pittsburgh.

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