Why Every AI Product Needs an Impact Assessment Before Deployment

Machine Learning Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/why-every-ai-product-needs-an-impact-assessment-before-deployment.
AI systems can cause harm without intent. Learn why every organization needs an AI Impact Assessment to detect bias, build trust, and scale responsibly.
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AI systems can unintentionally cause harm when deployed without structured oversight. An AI Impact Assessment (AIIA) helps organizations detect bias early, ensure fairness, and align innovation with accountability. This article outlines how AIIAs enable responsible scaling by blending governance, transparency, and trust in AI deployment.