The Impact Assessment Battlecard
Use an impact-assessment response to explain why bias mitigation needs structured risk questions.
battlecard risk-questions recall-rating A stakeholder says the AI impact assessment is unnecessary paperwork for a workflow automation. This is just routing automation. Why do we need an impact assessment? Because routing can become a decision when it changes wait time, access, or recourse. The assessment tells us what the AI changes, who is affected, what data it relies on, and which mitigations are required before launch. The response avoids compliance-only language and ties the assessment to concrete bias risks: decision impact, affected groups, data quality, procedural fairness, and mitigation. Do not imply every workflow needs the same heavyweight review. Do…
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