A four question framework, Findable, Current, Singular, and Owned, that turns a vague documentation cleanup into a short, ranked list you can actually work through.

AI tools repeat whatever your documentation already says, mess included. Here is why fixing the knowledge base has to come before adding the chatbot, not after.

Your support tickets already know where your docs are failing. Here's how to read the signal instead of just closing the ticket.

Delaying documentation feels free. It isn't. Here's where the real cost shows up, and why it's usually invisible until it's expensive.

Most "messy" help centers don't need better sentences. They need better structure. Here's how to tell the difference, and what to fix first.