Session 2-G

Data Governance for AI: A Vision of the Future

← Back to Agenda

One of the major trends in automating data management and data analytics is AI (artificial intelligence). However, there is much controversy developing around the ethical use of AI and how to audit for it.

AI models are objectively simple, they take in data and then learn patterns from this data to generate an output. Systems like ChatGPT and Google Board, considered Large Language Models (LLM’s) are not any different and when we look to manage and govern the deployment of these type of AI models, we must first focus on governing the data that the AI models are trained on.

This requires us to understand the origin, sensitivity, and lifecycle of all the data that we use. It is the foundation for any AI Governance practice and is crucial in mitigating a number of risks.

This session will further discuss what it is going to take to build data governance policies and procedures into the AI model, to address not only current regulations such as GDPR but the potential of future regulations and audit controls as the use of AI is becoming more extensive in all industries and across the globe.

Speaker

MARTHA DEMBER

Data Management Advisory Consultant at MM&I Data Management Advisory Services

 

THE CDOIQ SYMPOSIUM HAS BEEN SUPPORTED BY THE SYMPOSIUM SPONSORS, CHIEF DATA OFFICERS AND DATA LEADERS.

Welcome to the CDOIQ Symposium, where innovation meets data excellence! Our symposium sponsors play a crucial role in shaping the future of data and information quality. As champions of cutting-edge technologies, thought leadership, and industry advancements, these forward-thinking organizations contribute to a dynamic ecosystem dedicated to harnessing the power of data for transformative business outcomes. Join us in recognizing and celebrating the invaluable support of our sponsors, who drive the conversation and inspire breakthroughs in the rapidly evolving landscape of Chief Data and Information Quality. Together, we pave the way for a data-driven future that propels organizations to unprecedented heights of success.

TIER-1 SPONSORS

TIER-2 SPONSORS

TIER-3 SPONSORS