Metadata Isn’t Optional: Building AI-Ready Archives & IG Programs
The future of records and archives hinges on structured, trustworthy metadata, not just automation hype.
Published by Andrew Wiegert, December 26th, 2025
As the week winds down, Future Friday gives us a moment to look ahead. These posts spotlight emerging ideas and developments that hint at where our field is headed. It’s a gentle way to wrap the week with some forward-thinking perspective.
A top takeaway from 2025 industry discussions: metadata is the backbone of successful AI in archives and governance. Without it, AI models can’t reliably classify, retrieve, or explain outputs, and legal/regulatory risk skyrockets. Practitioners who standardize rich metadata models today gain strategic leverage tomorrow, whether they’re collaborating with AI teams or shaping policy. This becomes a competitive advantage, not just compliance fodder.
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