AI Policy Health Check

  • Updated

The Policy Health Check feature allows you to assess your AI policy against industry best-practice standards. It evaluates your policy — whether it is in Draft, In Progress, or Published state — and provides structured recommendations to strengthen alignment, completeness, and clarity.

This feature helps organizations proactively identify policy gaps, improve governance posture, and maintain alignment with evolving AI regulatory and best-practice expectations.

Purpose

The Policy Health Check is designed to:

  • Evaluate your AI policy against recognized industry best standards.

  • Identify missing sections, weak coverage areas, or improvement opportunities.

  • Provide actionable recommendations to enhance policy quality and governance maturity.

  • Deliver a measurable “health score” to track progress over time.

By running a Health Check, you can ensure your AI policy remains comprehensive, defensible, and aligned with best practices before audits, reviews, or regulatory scrutiny.

How It Works

Feature 1 – Run a Policy Health Check

To initiate a scan, click the Health Check action button. This option is available:

  • Within the Policy Details page (as one of the top navigation tabs), and

  • Inside Edit Mode, allowing you to assess your policy while making updates.

The scan is only performed when you manually trigger it. This ensures you remain in control of when your policy is evaluated.

Feature 2 – Health Score & Coverage Overview

After running the Health Check, you will receive:

  • A Policy Health Score (percentage-based) indicating overall “healthiness.”

  • A breakdown of what has been adequately covered.

  • A summary of missing components or partially addressed areas.

  • The total number of recommendations generated.

This provides a clear snapshot of your policy’s current maturity level.

Feature 3 – Actionable Recommendations

For each identified gap, the system provides:

  • A clear explanation of the issue

  • Suggested language or sections to strengthen your policy

  • Context on why the recommendation matters

Recommendations are practical and directly applicable to your policy framework.

Feature 4 – One-Click Section Insertion

You can automatically insert recommended sections directly into your policy.
 

Once inserted:

  • The content becomes editable within your policy editor.

  • You can tailor the language to match your organization’s structure and tone.

  • Updates can be saved and re-scanned to improve your health score.

This creates a continuous improvement loop for policy development.

Notes

  • The Health Check can be run multiple times as your policy evolves.

  • The health score updates each time you run a new scan.

  • Recommendations are aligned with widely recognized AI governance best practices.

  • This feature supports proactive compliance readiness and audit preparation.

  • Use the Policy Health Check to strengthen your AI governance framework with measurable, guided improvements.

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