AptEdge AI Product Suite

Knowledge Gap Analysis

Find documentation gaps, remove duplicate content, and create what your KB is missing.

AptEdge analyzes support data and your existing knowledge base to surface gaps where customers keep asking but nothing is documented. It detects duplicate and conflicting articles across sources, then drafts new knowledge from real resolutions so your team publishes faster with less rework.

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// Knowledge gap analysis · liveScanning

1Gap analysis

Webhook 500 on sync47 tickets · no KB
SSO cert PEM format31 tickets · no KB
API rate limit 42918 tickets · no KB

2Dedupe detection

SSO setup guideConfluence + Notion
Webhook troubleshooting2 conflicting versions
Auth redirect errorsMerged · 1 source of truth

3Knowledge creation

Draft ready

Resolving webhook 500 errors during sync

From 47 resolved tickets · editor-ready

→ Verify endpoint URL and auth headers
→ Check retry policy and payload size limits
→ Review recent API version changes

12gaps found

4dupes merged

3drafts ready

✓Published

Key capabilities

Gap analysis across tickets and existing KB
Dedupe detection across Confluence, SharePoint, and more
Articles generated from resolved tickets
Continuous refresh as products ship

Knowledge gap analysis

Analyze support data and existing documentation to identify recurring issues with no coverage, before they drive escalations and repeat tickets.

Dedupe detection

Find overlapping, outdated, or conflicting articles across Confluence, SharePoint, tickets, and more so your team maintains one source of truth.

Knowledge creation

Draft editor-ready articles from real resolutions. CX teams review and publish; AptEdge handles the first draft and keeps content current as your product evolves.

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