Over 70% of AI/ML projects fail due to poor data management and biased data. In this webinar you will be exposed to array of factors that negatively impact advanced analytics programs and you will gain an overview of to the DCAM (Data Management Capability Assessment Model) Framework that has been adopted by over 50% of the global financial industry and other industries to include global regulators. The DCAM Framework exposes gaps in digital transformation projects in how data is provisioned to assure non-biased outcomes and requires governance programs insure ethical use of data to meet data privacy requirements such as GDPR and soon CCPA. DCAM provides a comprehensive perspective on capabilities needed to develop and implement data driven capabilities to assure sustainable outcomes for AI/ML and Digital Transformation projects.
John is the Executive Director of the EDM Council the leading global trade association for data management professionals. John is a global speaker for data management and is the lead contributing author for the DCAM Framework implemented in the global financial industry. John has more than 30 years of experience and was the First Chief Data Officer (CDO) in the Financial Sector serving as the CDO for Citi and then at Bank of America, as well as serving as the CDO for the Federal Reserve Bank of New York – the largest Central Bank in the World.