Data Strategy Guru's

Governance Is Broken — Lauren Maffeo on Fixing It From the Ground Up

Episode Summary

Most organizations treat data governance like a compliance checkbox. Lauren Maffeo argues it's fundamentally a design problem. Lauren Maffeo, Senior AI/ML Program Manager at Steampunk and author of "Designing Data Governance from the Ground Up," shares her path from tech journalist at The Guardian to Gartner analyst to hands-on AI program manager, and the federal database with 50 million data points and zero automation that changed how she thinks about governance. What you'll learn: - The six-step framework for building data governance from scratch - Why data stewards should be domain experts, NOT data engineers - How to connect governance to your organization's mission - Using NotebookLM and LLMs as practical governance tools - Why bottom-up stewardship with top-level sponsorship beats mandates

Episode Notes

In this engaging episode of Data Strategy Guru's, Lauren Maffeo joins Yves Mulkers to explore the critical role of AI governance and data strategy. Together, they dive into practical approaches for designing data governance "from the ground up," the interplay between human-centered design and data processes, and how to align data strategies with business goals. They also unpack the transformative influence of generative AI and discuss empowering organizations to leverage AI responsibly while fostering trust and efficiency. Don’t miss this insightful conversation packed with actionable tips and forward-thinking ideas!

Lauren Maffeo’s career journey is a testament to adaptability and seizing opportunity amid challenging circumstances. With a strong foundation in liberal arts, Lauren pursued her passion for media and communications through both her bachelor’s and master’s degrees, focusing on rhetoric and propaganda. She gained hands-on experience through internships across radio, television, and digital media, envisioning a future in journalism. However, the 2008 recession, coupled with a sharp decline in ad revenue and the rapid rise of tech companies, drastically reshaped the media landscape.

Determined to adapt, Lauren transitioned into freelance tech reporting after completing her graduate studies in London. Immersed in Europe’s burgeoning startup ecosystem, she contributed to leading outlets such as The Guardian and The Next Web, covering the dynamic evolution of the tech sector. Her ability to pivot her skills and thrive in a transforming industry highlights her resilience and expertise in navigating the intersection of media and technology.

[00:00] From Media to Tech Reporting
[05:56] Data Governance Challenges Unveiled
[08:12] Building Ground-Up Data Governance
[13:35] Balancing AI Governance and Mission
[14:58] Data Governance as Design Challenge
[18:39] Practical Data Governance Alignment
[25:00] AI-Driven Data Query Efficiency
[27:28] Notebook LLMs for Data Insights
[30:12] Equitable AI Access and Governance
[34:13] Data Mesh: A Human Network
[36:20] Product-Driven AI with Guardrails
[39:50] Thanks for Joining Us

► Read the full article here:

-
I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
--
Read our Latest Articles Here:
► http://7wd.at/2292616

► Follow our Data Journey on Youtube
http://7wd.at/2326c94
► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

—

► OUR COMPANY:

7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.