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Application readiness › ServiceNow AI implementation › Enable AI experiences
Release: Australia · Updated: 2026-03-12 · Official documentation · View source

Knowledge Base readiness for Now Assist on the ServiceNow AI Platform

The knowledge base is the engine that enables Now Assist to deliver intelligent, accurate, and context-aware responses across AI Search, Q&A Genius Results, and other AI-powered experiences.

When users ask questions, Now Assist taps into your knowledge articles to generate answers that reflect your organization’s expertise and policies. This means the quality, clarity, and structure of your knowledge content directly influence the effectiveness of AI responses. Outdated, inconsistent, or poorly written articles can lead to incorrect outputs and user frustration. That’s why maintaining a clean, well-organized knowledge base is critical—not just for documentation, but for enabling reliable AI performance.

The Knowledge Management Overview dashboard is a powerful tool for assessing AI readiness. It provides key usage metrics such as article views, helpfulness ratings, and feedback trends, helping content owners identify high-performing articles and prioritize updates to low-usage or outdated content. For more information, see .

High-level checklist

  • 1. Review existing KB articles and knowledge bases

    Get the total count of published KB articles and the number of active knowledge bases.

    Why? To scope clean-up and identify high-priority content.

    See:

  • 2. Review the structural formatting of KB articles

    Check for consistent template use (KCS-based, Q&A, Issue-Cause-Resolution, etc.). Ensure that the Knowledge Management Advanced plugin is active.

    If you're using custom templates, determine whether they follow a consistent format. Also ensure that key steps are clearly defined and consistently populated.

    Why? Using templates consistently improves LLM understanding and summarization.

    See:

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    • 3. Ensure metadata completeness in KB articles

    Make sure that fields such as Meta, Meta Description, Category, Author, and Validity are populated.

    Why? This practice enables precise AI filtering and targeting.

    See:

    Flag KB articles that have not been updated in a year or more, that have no metadata, are duplicates, or are about to expire.

    Why? Outdated content degrades user trust and AI performance.

    See:

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    • (requires Now Assist in Knowledge Management)
    • 5. Review top searched queries

    Identify search queries and articles for optimization, and limit Now Assist Q&A functionality to high-quality, optimized KB articles.

    Why? This prevents low-value content from surfacing in answers.

    See: