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Databricks Articles

Databricks

11 min read

Architecture•2026-05-13

Clinical operations intelligence belongs on the Lakehouse

Databricks Site Feasibility Workbench brings clinical operations intelligence to the Lakehouse, enabling AI-driven site selection by training ML models on institutional historical data rather than industry benchmarks.

Industries

Databricks

01 min read

Data Engineering•2026-05-13

ABAC row filtering and column masking policies, governed tags, and data classification are now generally available in Unity Catalog

Unity Catalog now offers three data governance capabilities for protecting sensitive data at scale.

Data Engineering•2026-05-12

The Rise of Sports Intelligence: How the Lakehouse Turns Tracking Data into Competitive Advantage

This article explores how Databricks' Data Intelligence Platform (lakehouse architecture) unifies and analyzes massive tracking data from professional sports.

Industries

Databricks

31 min read

Data Engineering•2026-05-12

How CFOs in consulting can recover margin with Databricks

Databricks helps consulting CFOs recover profitability margins by unifying fragmented finance data and enabling AI-driven analytics.

Data Engineering•2026-05-12

Announcing Native Lakehouse Sync

Databricks announced the Public Preview of Native Lakehouse Sync, a capability that replicates Lakebase data to Unity Catalog managed tables without pipelines or external compute.

Announcing Databricks Student Fellows

Databricks announces a Student Fellows program enabling university students to build data and AI expertise while becoming campus leaders.

Company

Databricks

01 min read

Data Engineering•2026-05-12

Faster Queries and New Capabilities with the Open-Source Databricks JDBC Driver

Databricks releases enhanced open-source JDBC driver with significant performance improvements and new capabilities.

Product

Databricks

31 min read

Data Engineering•2026-05-11

The Convergence of Open Table Formats and Open Catalogs: Catalog Commits is Generally Available

Catalog Commits unifies Delta Lake and Iceberg by establishing catalogs as the coordination layer for modern lakehouse architectures.

Unlocking the Archives: Turning Unstructured Documents into a Searchable Database for Groundwater Discovery

Databricks and MapAid built an AI pipeline to classify unstructured scanned documents from Sudan's water archives and extract structured well data.

Predictive Quality Starts Where Defect Detection Stops

Predictive quality uses machine learning to forecast manufacturing defects before they occur, shifting from reactive defect detection to proactive prevention.

Retail markdown optimization: from reactive markdowns to proactive

Databricks Genie enables merchandising teams to close the gap between data insights and strategic markdown decisions using natural language queries.

Industries

Retail & Consumer Goods

Databricks

21 min read

Machine Learning•2026-05-08

Using MemAlign to Improve Evaluation of Traditional Machine Learning in Genie Code

Databricks built an evaluation framework using LLM judges aligned with human experts through MemAlign to assess the quality of Genie Code-generated machine learning notebooks.

Engineering

Data Science and ML

AI Engineering