The Data Democracy

Episode 33 w/ Amy Raygada - Data Before AI: Ensuring Foundations for Future Technologies

Jun 12, 2024

Amy Raygada, Senior Data Solutions Program Lead at BayWa r.e. Global, discusses evolving data tools, data governance, and the importance of data foundations before AI adoption. She emphasizes strategic planning, data quality, and the intersection of data governance and technology for effective AI integration in business contexts.

35:19

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Amy Raygada

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Episode notes

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Quick takeaways

Effective data governance is crucial for AI adoption success

Master data is key in domain-driven data mesh for efficiency

Deep dives

The Art of Bridging Business and IT

Bridging business and IT is crucial for career growth, demonstrated by Amy's transition from software to data engineering. Understanding this bridge is fundamental but often misunderstood, as mastering it opens up diverse career paths.

Intro

3min

Exploring a Journey from Software Development to Data Management and Bridging the Gap

4min

Value of Mainframe Knowledge in Modern Technology Environments

7min

Master Data Management and Data Mesh in the Data Community

15min

Navigating the Landscape of Data Quality and AI Implementation

6min

In this podcast episode, host Ole Olesen-Bagneux is joined by Amy Raygada, Senior Data Solutions Program Lead at BayWa r.e. Global. With roots in Costa Rica and now based in Germany, Amy shares her insights from a dynamic journey across different industries spanning IT, data engineering, and governance.

Throughout their discussion, Amy emphasizes the evolution of data tools from rudimentary Excel sheets to sophisticated data catalogs and governance systems that not only accommodate but empower business users. She delves into the concept of master data within the framework of data mesh, underscoring the need for domain-driven approaches to improve both data quality and organizational efficiency.

As the conversation turns to the future of data and AI, Amy voices concerns about the rush towards AI adoption without adequate data foundations, stressing the implications for privacy and data security, especially under regulations like GDPR. She highlights the importance of strategic planning and clear objectives to leverage AI effectively in business contexts.

🎧 Tune in to hear Amy Raygada articulate the intersection of data governance and technology, offering strategic insights into managing data and her visionary outlook on the evolving role of AI and data integration within global industries.

Bonus ⭐

▶️ Watch the episode (video) on Youtube

📖 Download our ebook "The Practical Guide to Data Mesh"

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