06/18/2026
Poor document practices have been creating friction all along. The introduction of AI just makes it easier to see.
❌Broken references.
❌Flattened tables.
❌Inconsistent numbering.
❌Outdated PDFs.
❌Disconnected maps.
❌Unclear source authority.
Experienced human staff have the mental dexterity to navigate these problems, but digital systems work only from what is structured, current, connected, and available.
If planning documents are messy, AI just makes it worse.
Read our latest article, linked in the first comment.