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Data Driven
Lauren Maffeo on Data Governance from the Ground Up
Jul 18, 2023
Data governance expert, Lauren Maffeo, joins Frank and Andy Leonard to discuss the importance of data governance in relation to generative AI, copyright infringement, and protecting consumer rights. They explore the challenges faced by startups in implementing data governance, the need for proactive cybersecurity measures, and the cultural transformation required for successful implementation. It is a thought-provoking discussion that provides insights into the complexities and potential solutions related to data governance in today's data-driven world.
57:16
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Quick takeaways
- Data governance is a holistic, cultural business strategy that requires top-down buy-in and focuses on strategic projects.
- Data governance plays a crucial role in bias mitigation in AI systems, integrating risk reduction and accountability for better outcomes.
Deep dives
Data Governance: A Crucial Strategy for Effective Data Management
Data governance is becoming increasingly important in the age of generative AI systems. It is a strategy that encompasses people, processes, and tools to manage data at scale. The volume of data being produced and ingested by organizations is growing rapidly, making it necessary to have a holistic data governance approach. Data governance involves defining clear data domains and subdomains, categorizing data, and assigning ownership. It is not just about compliance, but also a cultural transformation that requires top-down buy-in from senior leadership. Implementing data governance can be challenging, but starting small, focusing on strategic projects, and connecting governance efforts to business goals can help organizations succeed.
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Discover
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Listen to the best highlights from the podcasts you love and dive into the full episode