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

Industries

Manufacturing

Databricks

31 min read

AI•2026-04-30

Why Your OEE Dashboard Is Lying to You

Databricks Genie is a conversational AI interface that helps manufacturing leaders access OEE and production data without technical expertise.

From Legacy to Lakehouse: How Mazda Accelerated GenAI for Technical Service Operations

Mazda built a GenAI-powered service assistant on Databricks Lakehouse to help hotline agents diagnose vehicle issues faster and more accurately.

Architecture•2026-03-11

How Ontologies Help Nuclear Scale to Meet Global Energy Demand

This article explores how ontologies can address the knowledge management challenges facing nuclear power plants as the U.S.

Small models, high quality: Inside BMW Group’s experiments evaluating domain-specific language models

BMW Group and Google Cloud built an automated workflow for fine-tuning, optimizing, and evaluating small language models (SLMs) for in-vehicle deployment.

AI & Machine Learning

Customers

Research

Manufacturing