Workflow
Content and knowledge workflows
Workflows that take internal knowledge, source documents and approved positions and turn them into clear, consistent content — for customers, teams or partners.
This may look different in your business. The same pattern can apply to other workflows where information is collected, checked, compared, enriched, approved, reported or acted on.
What this workflow usually involves
Capturing source material, agreeing positions, drafting, reviewing, publishing and keeping content current as the underlying knowledge changes.
Where it breaks
- Knowledge lives in heads, not in writing.
- Drafting and review happen in different tools.
- No clear refresh cycle.
Common inputs
- Source documents
- Approved positions
- Subject-matter expert input
- Existing content library
Common outputs
- Published content
- Internal knowledge base updates
- Review queue items
- Change logs
Where AI can help
Summarising long source material, drafting first versions, normalising tone and flagging where content has drifted from the source.
Where human review belongs
On accuracy, on tone and on anything customer-facing or regulated.
Systems often involved
- Document stores
- Knowledge bases
- CMS
- Microsoft 365 / SharePoint
Example applications
- AI content operations and governance
- Internal knowledge bases
- Help and support content
How value is measured
Time to draft, share of content reused, freshness of the knowledge base and reduction in repeat questions.
Where this connects