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Ethical AI Risk Assessment Matrix

Identify & mitigate AI ethical risks

PLN-W-024v1.0Intermediate · 1hUpdated 2026-08-06

Overview

Effectively manage the potential downsides of AI. This interactive worksheet guides you through evaluating ethical implications across various stages of your AI project, from data collection to deployment.

Purpose

Use this worksheet to conduct a structured ethical risk assessment for any AI application, ensuring proactive mitigation strategies are in place.

Why it matters

Proactive risk assessment prevents costly ethical missteps, protects your brand reputation, and ensures compliance with evolving regulations.

Unlock the full playbook

The step-by-step instructions, AI companion prompt, worked example, common mistakes and downloadable files are available to members.

When to use it

Complete this worksheet before launching a new AI feature or making significant changes to an existing AI system.

Tags

  • ai-risk
  • ethics-assessment
  • compliance
  • data-governance
  • business-operations

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