Knowledge Quality Accelerator
Turn existing ServiceNow knowledge into content AI can understand and users can trust.
Assess, improve and govern knowledge articles directly inside ServiceNow, with generated rewrites and human-controlled application.
Now Assist, AI Search and Virtual Agent depend on the quality of the knowledge they can access. Poor titles, missing context, weak ownership and outdated content produce weak answers.
Manual review cannot keep pace with thousands of articles, and a quality score alone does not fix the underlying content.
What changes
From fragmented activity to a controlled outcome.
Before
Knowledge quality varies by author and large backlogs make consistent review impractical.
With the accelerator
Every article is assessed against one framework and receives specific, usable improvements.
After
Knowledge becomes easier for people and AI to find, interpret and use, with continuous governance to prevent decline.
How it works
A practical route from the current problem to an operational result.
Evaluate
Assess titles, headings, metadata, abstracts, steps, readability, scope and completeness.
Generate
Create searchable titles, keywords, concise abstracts and clearer front-loaded solutions.
Review
Show the proposed changes, evidence and effect on readiness before anything is applied.
Apply & govern
Publish approved improvements and continue monitoring quality across the knowledge base.
Capabilities
Capabilities and Phase 2 scope.
Per-article editor enhancements, image and link checks, and the automated bulk pipeline are described as Phase 2. Availability and delivery scope must be confirmed before engagement.
Editor mode
An AI Readiness Check on each article, with clear suggestions and controlled one-click application.
Phase 2 bulk pipeline
Described capabilities include detecting issues at scale, applying safe changes and routing higher-risk rewrites for review. Confirm availability and scope before engagement.
Phase 2 image and link quality
Image descriptions and link checks form part of the Phase 2 scope. Confirm availability before engagement.
Continuous governance
Make quality a repeatable operating process rather than a one-off clean-up.
What you receive
Defined outputs, not open-ended activity.
- Article-level readiness scores
- Generated, editable rewrites
- Prioritised remediation backlog
- Controlled bulk improvements
- Ongoing quality and ownership view
Illustrative business case
A direct route to service improvement
This illustrative business case shows how relatively small improvements in ticket deflection can create meaningful value. Actual results depend on volume, content quality, adoption and process ownership.
Where it fits
Use this solution when…
- Now Assist responses are inconsistent or difficult to trust.
- Knowledge teams face a large or ageing article estate.
- Self-service adoption is limited by content quality.
READY FOR WHAT’S NEXT?
Talk to our team
Whether you’re planning a transformation, improving an existing technology investment or exploring new capabilities, talk to us about how we can help.
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