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EPISODE · Jun 6, 2026 · 5 MIN

How Data Version Control Is Reshaping Enterprise AI

from The Data Business Podcast with Fexingo: Analytics, Data Infrastructure, and Information Products · host Fexingo

Episode 34 of The Data Business Podcast explores how data version control systems—inspired by software engineering's Git—are becoming critical for enterprise AI teams. Lucas and Luna discuss the real-world case of a fintech company that used data versioning to recover from a corrupted training dataset, saving six months of rework. They break down the key players, from DVC to LakeFS, and explain why versioning is now a non-negotiable part of the machine learning lifecycle. If you're building AI products, this is the toolchain shift you can't ignore. #DataVersionControl #EnterpriseAI #MachineLearning #DataEngineering #MLOps #DVC #LakeFS #DataLineage #Reproducibility #Fintech #DataInfrastructure #ModelTraining #GitForData #DataLake #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #DataOps Keep every episode free: buymeacoffee.com/fexingo

Episode metadata supplied by the publisher feed · Published Jun 6, 2026

What this episode covers

Episode 34 of The Data Business Podcast explores how data version control systems—inspired by software engineering's Git—are becoming critical for enterprise AI teams. Lucas and Luna discuss the real-world case of a fintech company that used data versioning to recover from a corrupted training dataset, saving six months of rework. They break down the key players, from DVC to LakeFS, and explain why versioning is now a non-negotiable part of the machine learning lifecycle. If you're building AI products, this is the toolchain shift you can't ignore. #DataVersionControl #EnterpriseAI #MachineLearning #DataEngineering #MLOps #DVC #LakeFS #DataLineage #Reproducibility #Fintech #DataInfrastructure #ModelTraining #GitForData #DataLake #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #DataOps Keep every episode free: buymeacoffee.com/fexingo

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How long is this episode of The Data Business Podcast with Fexingo: Analytics, Data Infrastructure, and Information Products?

This episode is 5 minutes long.

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This episode was published on June 6, 2026.

What is this episode about?

Episode 34 of The Data Business Podcast explores how data version control systems—inspired by software engineering's Git—are becoming critical for enterprise AI teams. Lucas and Luna discuss the real-world case of a fintech company that used data...

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