What’s New in the AI Platform: Agents for ML Engineering, Our Deep Learning Platform, and New Capabilities for Real-Time ML

Build ML systems faster with Genie Code, a coding agent that helps data scientists and ML engineers develop, evaluate, and improve traditional machine learning systems.

Train and fine-tune AI models on serverless GPUs with AI Runtime, a unified deep learning platform optimized for large-scale GPU training and experimentation.

Power real-time ML at scale with new Feature Store and Model Serving capabilities, including streaming features and high-QPS serving for the most demanding production workloads.

There’s never been a more dynamic, exciting time to be building your own AI models and systems.

From demand forecasting and fraud detection to search, recommendations, personalization, and multimodal AI, machine learning is powering critical applications across every industry.

At Data + AI Summit 2026, we're thrilled to announce the following new capabilities within the Databricks AI Platform: Genie Code for ML: Genie Code now comes with upgraded intelligence for ML engineering and native integrations across every Databricks ML Platform component: feature engineering, model training, serving, and monitoring.

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