Nexus AI — Self-Healing Knowledge for ServiceNow

Every day, your team resolves incidents / HR cases / CS Cases that reveal the same underlying knowledge gaps — questions with no article, workarounds that live only in an agent's head, patterns nobody's had time to document. Nexus AI closes those gaps automatically.

Nexus continuously analyzes incident, HR Case, and CSM Case activity to spot clusters of related issues with weak or missing knowledge coverage. When it finds a gap, it uses generative AI to draft a complete, ready-to-review Knowledge Base article — classified by type (how-to, troubleshooting, or overview), grounded in the real cases that surfaced the gap, and automatically scored for completeness, relevance, and tone before it ever reaches a human reviewer. Low-scoring drafts get automatically rewritten and re-checked, so your knowledge team reviews polished articles, not first drafts.

What it means for your team:
- Fewer repeat tickets — knowledge gaps get documented before they become recurring pain points, not after.
- Less manual authoring effort — subject matter experts review and approve AI-drafted articles instead of writing them from scratch.
- Built-in quality control — every draft passes through an automated quality gate before reaching a reviewer.
- No new workflow to learn — drafts land directly in your existing Knowledge Management review process; publishing, approval, and lifecycle stay exactly as they are today.
- Full visibility — a dashboard shows detected gaps, coverage trends, and generated articles at a glance.

Nexus doesn't replace your knowledge authors — it finds the gaps they don't have time to find, and hands them a running start.

Automatic Gap Detection
Continuously analyzes Incident, HR Case, and CSM Case records to spot clusters of related issues — then flags the ones your Knowledge Base doesn't adequately cover.

AI-Powered Coverage Assessment
Uses AI Search to check what knowledge already exists for a given issue cluster and scores how well it's covered, so effort goes where it's actually needed.

Auto-Generated Draft Articles
Instantly drafts a complete Knowledge article for each gap — automatically formatted as a how-to guide, troubleshooting article, or overview, based on the nature of the issue.

Built-In Quality Gate
Every draft is automatically scored for completeness, relevance, and tone before a human ever sees it — so reviewers work with polished drafts, not raw output.

Self-Correcting Drafts
Articles that don't meet quality standards are automatically rewritten using the quality gate's own feedback and re-scored — no manual back-and-forth required.

Seamless Knowledge Management Integration
Drafts are created directly as standard Knowledge articles. Review, approval, and publishing all happen through your existing Knowledge Management workflow — nothing new to learn.

Full Traceability
Every generated article stays linked to the incidents and cases that surfaced the gap, so reviewers can see exactly why it was created.

Live Insights Dashboard
A dedicated dashboard shows detected issue clusters, knowledge coverage trends, generation history, and article status at a glance.

On-Demand or Automated Analysis
Run analysis manually whenever you want a quick check, or let scheduled background jobs continuously monitor for new gaps — no daily babysitting required.

Reopen-on-Retire Safety Net
If a generated article is retired, Nexus automatically reopens the underlying gap for reassessment — so real issues never quietly fall through the cracks.

Configurable to Your Needs
Adjust quality thresholds, AI routing behavior, and detection settings from a built-in configuration panel — no code changes required.