Talking Data Migrations and Data Governance with Krupesh Desai

As part of our Data Governors in Cafes series, the DGX team recently sat down with Krupesh Desai to talk data migration, data governance, legacy systems and what it really takes to get data governance embedded in the real world.

We grabbed a coffee in Melbourne and had one of those rare conversations where experience, strategy and execution all come together. This was the first time Chad hosted the series and it was a perfect way to kick off the next round of practitioner spotlights.

About Krupesh

Krupesh Desai is a senior data professional with a strong background in software engineering and data migration. After building his career in New Zealand across multiple sectors, he is now based in Melbourne working in data governance within the entertainment industry.

What makes Krupesh stand out is his technical foundation paired with a practical approach to data governance. He has seen first-hand how poor data quality and rushed migrations create years of downstream pain. His goal is to help organisations break that cycle.

He recently published a book titled Data Migration Framework: Removing the Tech Debt. The book offers a structured and experience-based approach to managing complex data migrations without repeating the same mistakes in a new system.

The Migration Window

One of the standout moments from the conversation was this:

“A data migration is one of the best times to embed data governance.”

And it is.

Most organisations treat migration as a technical exercise. But migration exposes everything. Poor quality. Lack of ownership. Inconsistent definitions. Shadow processes. It is one of the few moments where the problems are fully visible and decision-makers are paying attention.

Krupesh’s view is simple. Use that moment to drive lasting change.

Rather than pushing data across with just enough cleanup to go live, his framework encourages teams to build good data governance into the process. That means:

• Assigning ownership

• Defining key data

• Building reusable structures

• Measuring quality before and after

• Avoiding unnecessary rework

Fix the mess before it lands. Do not wait until the issues come back.

From Practitioner to Author

We also talked about Krupesh’s shift from delivery into authorship. His book is more than a technical guide. It captures lessons from the field, across projects that succeeded and projects that did not.

What comes through clearly is that data governance is not about getting everything perfect. It is about using the right moment to build the right foundations. A migration gives you that moment.

Krupesh also made a strong point about sharing what we know. Too many great practitioners keep their knowledge inside the organisation. Writing a book or even sharing a framework is a step toward building a more open and useful data governance community.

Why This Series Matters

Data Governors in Cafes exists to highlight the voices doing the work.

At DGX, we help clients make governance real. That means cutting through theory and finding what works inside large, complex organisations. But we also believe in building a stronger community around that work.

Data Governance is often invisible until it breaks. This series gives space to the people building the foundations before that happens. These are the insights that move the field forward.

Final Thoughts

Our chat with Krupesh was honest, thoughtful and packed with practical insight.

His new book Data Migration Framework is well worth a read if you are involved in a platform replacement, legacy cleanup or large-scale data program. We will share more takeaways in a future post.

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