Why Every AI Product Needs an Impact Assessment Before Deployment
Description
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.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
You can also check exclusive content about #ai-governance, #responsible-ai, #ai-impact-assessment, #nist-ai-framework, #ethical-ai-deployment, #aiia, #ai-ethics, #ai-model-risk-management, and more.
This story was written by: @areejit1. Learn more about this writer by checking @areejit1's about page,
and for more stories, please visit hackernoon.com.
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.
United States
