How AI is revolutionising the CMS landscape
Separate retrieval, drafting, review and publication permissions. Faster generation still requires factual checks, duplicate review and restoration.

Putting ai workflows into practice
Generated output may omit information or introduce unsupported statements. Separate model output, human approval and execution; a recommendation does not grant release authority.
Checking the result
Test both sufficient and incomplete inputs and compare accuracy, omissions, rework and stopping behaviour. Verify sources and commitments before public release.




