72% of enterprises deploy AI agents without mature governance frameworks

According to CIO.com, enterprise AI models perform operationally but organizations lack governance and accountability infrastructure required by regulators. One financial services CDO deployed ML models across credit risk with 97 percent adoption but cannot explain decisions to regulators. CIO.com reports the distance between strong model performance and ROI achievement stems from missing structured workflows to validate AI output, not model quality.