Why Do Data Migrations Fail?

Data stack migrations are inevitable, but they often end in frustration and failure. Why? In this latest video, Nextdata’s Head of Product Engineering, Sina Jahan, joins Cornelius Willis for a deep dive into why so many migrations don’t deliver the expected results—and what can be done differently.

Sina, with over 15 years of experience in cloud and data management migrations, shares architectural insights on the real reasons data migrations derail. Whether it's political decisions, vendor incentives, or simply the inertia of data gravity, organizations find themselves in an endless cycle of re-platforming without achieving meaningful transformation.

🔹 Why does data management move differently than applications? Unlike web or transactional systems, data lacks the friction-free abstractions that make software migrations easier.

🔹 Are migrations worth it? Even when executive buy-in is strong, many organizations fail to see the ROI they expect. Fancy new tools don’t always mean better data accessibility.

🔹 Is there a better way? Instead of constant migrations, Nextdata packages existing assets into data products without requiring movement. ,  , reducing unnecessary movement while still enabling modern data capabilities.

💡 Want to avoid migration headaches? Watch the full discussion and see how Next Data can help. Join our early experience program <link> and get a first look at what we’re building.

📺 Watch now

#DataMigration #CloudMigration #NextData #DataMesh #DecentralizedData #DataProductContainer

Nextdata & data mesh resources

Articles, events, videos, podcasts and more that share our thinking and provide insights on data products and implementing data mesh.

Our Product

The data mesh challenge: closing the gap between strategy and operation at scale

Read article

Our Company

Wrapping up 2024 and looking ahead to 2025 in data management

Read article

Our Concept in Practice

Introducing MeshRAG - unified data management for big data and GenAI

Read article

Join the movement.

When data empowers everyone, it changes everything.

Let’s change the way data is created, shared, and used, forever.

Get in touch

Jobs

No items found.

Let’s change the way data is created, shared, and used, forever.

Nextdata is hiring. We’re looking for pragmatic, empathetic problem-solvers who understand the needs of tomorrow and dare to challenge the ways of the past.

An error occurred while processing your request. Please check the inputted data and try again.
This is a success message.