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Workflow exampleServiceNow AI Platform BlogJul 23, 2026

Understanding Your AI Readiness Findings: A Practical Guide to Every Result

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What changed

Understanding Your AI Readiness Findings: A Practical Guide to Every Result Table of Contents How to Read Each Finding Findings by Section AI Search Virtual Agent ITSM CSM HRSD Articles Hub https://sn.works/coe/nachub Requirements Family Release Australia P3Zurich P10 Now Assist Center 4.0.2 Role sn_na_center.nac_admin What You're Looking At AI Readiness (AIR) is a technical scanner that inspects your ServiceNow instance before you implement Now Assist or Agentic AI. Think of it like a pre-flight checklist. It surfaces potential friction points, helps you understand what work might be needed, and gives you talking points to have with your technical team. For more info on what AIR is and wher

Why it matters

Look for repeatable workflow patterns that could remove manual handoffs or rework.

What to do next

Map the update to one real process before discussing tools.

Estimate the manual time, rework, or delay it could remove.

Scope the smallest useful pilot with clear owner, data path, and success measure.