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Hidden Risks of AI Part 2: Unstructured Data

Hidden Risks of AI Part 2: Unstructured Data

by ben@stratosagency.com | Jan 29, 2026 | Blog, Hidden Risks of AI

In the first post in this series on the hidden risks of AI in the energy enterprise, I outlined the problems and risks of AI hallucinations. Today, I’d like to move beyond ungrounded content to present the hidden risks of AI adoption amid energy’s...
Hidden Risks of AI Part 1: Ungrounded Content

Hidden Risks of AI Part 1: Ungrounded Content

by Kristen Pepper | Dec 4, 2025 | Blog, Hidden Risks of AI

“ChatGPT can make mistakes. Check important info.” This caveat appears with every ChatGPT response, a red flag that should give all users pause. It is like walking into a hospital with a sign over the door that reads: “Doctors can make mistakes. Check your vital...

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Using representative document types for a land department, this sample Iron Horse Assessment identifies hidden data risk, governance gaps, and quantifiable business exposure across legacy repositories, shared drives, and cloud environments. The sample report includes:

  • Risk analysis with estimated financial impact
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  • Detailed findings on duplicate content, orphaned records, security gaps, and compliance risks
  • Prioritized 30-60-90 day remediation roadmap
  • Estimated savings and ROI

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Empowering Energy’s Data Transformation

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