The Need of a Data Governance Paradigm Shift
A Journey of Rethinking Data Governance
In an era where data is the new currency and artificial intelligence is reshaping the business landscape, traditional approaches to data governance are showing their age. Personally I dislike the term "data governance" because it's alienating and says little about the capabilities and characteristics involved. Therefore, I'm embarking on what I hope will be an exciting mental journey to explore and possibly define a new paradigm for data governace – one that is proactive, adaptive, and aligned with the realities of modern, AI-driven enterprises.
Over the coming weeks and perhaps months, I'll publish a series of blog posts (maybe as many as 10!), each delving deeper into central and potentially crucial aspects of data governance. There will be a focus on the why and what. Those expecting a ready-made recipe for implementation will be disappointed. Here's what I think can be expected going forward:
1. Evolution of Data and AI
Blog 1:
Blog 2:
2. Changing Landscape of Data Governance
Blog 3:
Blog 4:
3. Challenges in Data Quality and Governance
Blog 5:
Blog 6:
4. New Perspectives on Data
Blog 7:
Blog 8:
5. Future of AI and Data Governance
Blog 9:
Blog 10: Comming soon…
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6. Building Data Governance Capabilities at the Source
Blog 11: Comming soon…
Blog 12: Comming soon…
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This is a living project. As I work my way forward, my own understanding will evolve, be challenged, and deepened, and this will certainly lead to revisions of earlier blog topics to refine and further develop the themes.
I invite you to join this journey so that your feedback and challenges help shape the journey. Each post will be an opportunity for discussion and improvement. Your insights, challenges, and experiences will be invaluable in shaping a robust, practical framework for data governance in the AI age.
Stay tuned for my deep dive into "The Paradigm Shift in Data Governance." It's time to move from treating data governance as a necessary evil to leveraging it as a strategic asset. Let's rethink data governance together!
Disclaimer: The concepts and ideas discussed in this blog series are exploratory and forward-thinking. Some of the approaches suggested for enhancing data governance capabilities may not be immediately implementable with current technology or may require significant advancements to become reality. The purpose of this series is to stimulate discussion and encourage innovative thinking about the future of data governance, rather than to provide immediately actionable solutions. As I navigate this complex topic, I acknowledge that the path from concept to implementation may be long and challenging, but believe that this exploration is crucial for preparing for the future of data in business and technology.