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公式動画&関連する動画 [Ep 72 | The Data Governance Coach: From Data Error to Insight]
In the world of enterprise AI, the pressure on data has changed. What used to be “good enough” now gets amplified by faster decisions, and therefore, faster mistakes. Governance is fundamental in ensuring data trust and integrity.
In this episode of The AI Forecast, Paul Muller sits down with The Data Governance Coach, Nicola Askham, to share her pragmatic perspective and assert that governance only delivers value when it’s simple enough for people to use and embedded into day-to-day work.
Here’s what business leaders need to know:
- Why data governance has shifted from compliance to value creation
- How AI is raising the stakes for data quality and trust
- Practical ways to start and scale governance without overengineering it
- Why data governance is more about people than technology
- Common anti-patterns, from “IT-owned governance” to overly complex frameworks
- The role of data literacy and communication in driving adoption
- How to design fit-for-purpose frameworks that evolve with the organization
- Nicola’s advice is refreshingly direct: start small, keep it simple, and focus on outcomes. In a world shaped by AI, governance evolves alongside the business, sharpening decision-making and protecting against costly mistakes.
For more on data governance, listen to Ep 68 | Agentic AI Is Forcing a Governance Reset: https://www.youtube.com/watch?v=C_SN70c6-M4&list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8&index=3
*Like and subscribe to The AI Forecast, sponsored by Cloudera, to stay up to date on the latest episodes. You can watch the video version of this episode on The AI Forecast.*
*Stay in touch with Nicola:*
Nicola Askham on LinkedIn: https://www.linkedin.com/in/nicolaaskham/
Nicola’s website: https://www.nicolaaskham.com/
Nicola’s book on Amazon: https://www.amazon.com/Effective-Data-Governance-Framework-Organization-ebook/dp/B0FY7KWSM8?ref_=ast_author_dp&th=1&psc=1
*Links & Resources*
👉Full Series Playlist: https://www.youtube.com/playlist?list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8
👉Learn more: https://www.cloudera.com/resources/podcast/the-ai-forecast.html?utm_medium=social-organic&utm_source=youtube&keyplay=cross&utm_campaign=Other---FY27-GLOBAL-Always-On-Cloudera-Podcast&cid=UNGATED&utm_content=youtube-cta
*🎧 Listen on your platform of choice:*
Spotify: https://open.spotify.com/episode/16is8PSrZFgJZsxaHe7etL
Apple: https://podcasts.apple.com/ie/podcast/the-data-governance-coach-from-data-error-to-insight/id1779293119?i=1000766445279
Chapters:
0:00 Simplifying Data Governance for the AI Era
2:45 Why Gen AI is the Most Impactful (and Scary) Technology
5:00 Nicola’s Journey: From Banking Aspirations to Data Pioneer
11:40 Why Nicola Wrote "Effective Data Governance"
12:12 - The "Prepare, Design, Implement" Framework
18:30 Branding Issues: Data Governance vs. Data Enablement
25:35 The Problem with "Copy-Paste" Academic Frameworks
31:30 - What is a Minimum Viable Process?
32:20 Anti-Patterns: Why It’s Not an IT Project
38:15 The Value of External Experts in Challenging Sacred Cows
45:50 The Risk of AI-Generated Data Definitions
50:10 The Future: Will High Schoolers Dream of Data Governance?
51:00 How to Connect with Nicola Askham
*Connect with Cloudera*
Subscribe to stay ahead of the curve with the latest in data strategy, open architectures, and enterprise AI innovations. https://www.cloudera.com
LinkedIn ► https://www.linkedin.com/company/cloudera
Facebook ► https://www.facebook.com/cloudera/
X ► https://x.com/cloudera
Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu
#DataGovernance #EnterpriseAI #TheAIForecast #DataLiteracy #Cloudera #techleadership
#DataStrategy #NicolaAskham
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