Gap detection from tickets
See what customers actually ask, not what you think is documented.
Find documentation gaps before they drive escalations
Analyze tickets against your KB, dedupe conflicting articles, and draft new knowledge from real resolutions.
Repeat tickets and engineering escalations often trace back to missing or outdated documentation. AptEdge analyzes support data against Confluence, SharePoint, and CRM knowledge to close gaps proactively.
The hidden cost of KB gaps
- Customers ask the same unresolved questions because nothing is documented.
- Duplicate articles across Confluence and SharePoint confuse engineers.
- Manual KB audits cannot keep pace with product releases.
- Documentation debt shows up as escalations and low CSAT months later.
Keep the KB honest
- Identify recurring ticket themes with no KB coverage.
- Detect duplicate and conflicting articles across sources.
- Draft editor-ready articles from verified resolutions.
- Refresh content as products ship and new edge cases appear.
How AptEdge helps
Dedupe across systems
One source of truth across Confluence, SharePoint, Salesforce Knowledge, and more.
Human-in-the-loop publishing
Your team approves drafts. AptEdge handles research and first drafts.
Built for
Support operations leaders and knowledge managers at fast-shipping B2B SaaS companies.
Integrates with
- Confluence
- SharePoint
- Salesforce Knowledge
- ServiceNow KB
- Zendesk Guide
Not for
- Marketing blog workflows
- Standalone wiki hosting
- One-time content consulting
Related products
Customer proof
Common questions
Does AptEdge replace our knowledge management team?
No. AptEdge accelerates gap detection and drafting so knowledge managers focus on curation and quality.
Can it work with multiple KB systems?
Yes. AptEdge indexes and compares content across Confluence, SharePoint, CRM knowledge, and ticket history.
See AptEdge on your support stack
Get a walkthrough tailored to knowledge gap analysis for support.
Book a demo