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eBook

The AI-Ready Data Problem in HR Tech

95% of AI pilots fail, and the culprit is usually the data. Learn the 5 workforce data problems killing AI and exactly how to fix them.

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Your AI initiative has executive buy-in, a vendor shortlist, and a hard deadline, but what it doesn’t have is data that's actually ready for AI.

MIT's 2025 "GenAI Divide" report found that 95% of generative AI pilots failed to show any measurable bottom-line impact, and the root cause is almost always the same: workforce data stripped of the organizational context, shared definitions, and governance rules that make AI answers trustworthy rather than approximate.

This ebook walks HRIT, HRIS, and data teams through how workforce data fails AI, followed by a practical, four-step process to make every downstream insight accurate, explainable, and secure.

Download the full guide to learn:

  • The five data problems that kill AI in HR before it reaches production
  • A clear framework for what AI-ready workforce data actually looks like
  • Four concrete steps to close the readiness gap, with the technical rationale behind each.