How to govern AI in your organization: 6 tips

As more organizations adopt artificial intelligence (AI) and machine learning into daily workflows, they must consider how to govern these algorithms to avoid inaccuracies and bias, according to KPMG's Controlling AI report, released last week. Organizations that build and deploy AI technologies are using various tools to gain insights and make decisions that exceed human capabilities, the report noted. While this is a large opportunity for businesses, the algorithms used can be destructive if they produce results that are biased or incorrect. For this reason, many company leaders remain hesitant to allow machines to make important decisions without understanding how and why those decisions were made, and if they are fair and accurate, according to KPMG. SEE: Artificial intelligence: A business leader's guide (free PDF) (TechRepublic) To make AI a useful and accurate tool, KPMG developed the AI in Control framework, to help organizations drive greater confidence and transparency through tested AI governance constructs.