Git-Style Workflows for Multimodal AI Data Using Dremio and lakeFS

Alex Merced, Tal Sofer
December 8, 2025

This post recaps a comprehensive tutorial published by Alex Merced from Dremio and Tal Sofer from lakeFS, highlighting how version control transforms multimodal data management for AI teams. The Challenge:…

What is Multimodal Data? Benefits, Challenges & Best Practices

Tal Sofer
December 2, 2025

Multimodal data is nothing else than data gathered from several sources or formats, such as text, photos, audio, video, and sensor readings. What value does it bring to teams? It…

Introducing Metadata Search in lakeFS

Tal Sofer
November 25, 2025

Making Sense of Large-Scale Data Through Metadata Picture this: Your ML team needs to find all images labeled “defective” from Q3 production runs tagged by a specific annotation workflow to…

A Celebration of Shared Vision: lakeFS 🫶 DVC

Einat Orr, PhD
November 18, 2025

From Inspiration to Action When we were still dreaming up lakeFS, one of the projects that inspired us was DVC (Data Version Control). It was one of those moments when…

Adding Data Version Control Capabilities to MATLAB with lakeFS

Joe Pringle
November 17, 2025

Many lakeFS customers in the aerospace, automotive, healthcare & life sciences, and manufacturing industries also are heavy users of MATLAB. lakeFS solves a range of data ops challenges for these…

lakeFS Named a Representative Vendor in the 2025 Gartner® Market Guide for DataOps Tools

Gottfried Sehringer
November 12, 2025

We’re excited to share that lakeFS has been named a Representative Vendor in the 2025 Gartner® Market Guide for DataOps Tools. We believe this recognition reflects what we’re seeing across…

What is Iceberg Versioning and How It Improves Data Reliability

Itai Gilo
November 10, 2025

Apache Iceberg includes built-in table versioning to ensure that all changes to your data are logged, consistent, and recoverable. Instead of overwriting files or relying on task time, Iceberg saves…

Why Data is Killing Your AI Projects And What To Do About It

Iddo Avneri
November 4, 2025

This article is a summary of a joint session, Why Data Is Killing Your AI Project and What to Do About It, featuring a great panel of experts: The past…

Data Agility: Building Faster, Smarter, Scalable Workflows

Idan Novogroder
November 3, 2025

It pays for organizations to treat their data like a product that works like a driving force behind innovation, efficiency, and competitiveness. While data quality is an important aspect, let’s…

How lakeFS Transactional Mirroring Keeps Your Data Available During Cloud Outages

Idan Novogroder
October 23, 2025

When AWS Goes Down, Your Data Shouldn’t On October 20th, 2025, AWS experienced a significant outage centered in the us-east-1 region. What started as a DNS resolution issue affecting DynamoDB…

Heterogeneous Data: Use Cases, Tools & Best Practices

Idan Novogroder
October 20, 2025

Organizations looking to unlock the value from their data are bound to encounter the challenge of dealing with diverse datasets. This includes data in various formats, sources, structures, and semantics,…

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