What is Databricks Mosaic AI + S3?

Databricks Mosaic AI + S3 is a Lakehouse-native agent builder that allows for direct ingestion of data from Amazon S3, enabling efficient AI model development and deployment.

How does the storage-optimized Vector Search enhance performance?

The storage-optimized Vector Search enables scaling to over a billion vectors per endpoint with significantly faster indexing speeds and reduced costs, making data retrieval operations more efficient.

Who can benefit from using Mosaic AI + S3?

Enterprise data teams, DevOps professionals, and product teams developing GenAI applications, especially those in regulated industries requiring strong compliance and encryption controls, will benefit from using Mosaic AI + S3.

AI Tool

Transform Your AI Workflows with Databricks Mosaic AI + S3

Seamlessly integrate and build scalable AI solutions with the power of S3 and Lakehouse technology.

shipped Nov 20, 2025integrationspaid

IntegrationsStorageAmazon S3

Databricks Mosaic AI + S3 - AI tool hero image

Why it matters

1Experience lightning-fast performance enhancements with storage-optimized Vector Search. Scale to over a billion vectors with 10-20x faster indexing at lower costs.

2Take control of your generative AI and agent observability with MLflow 3.0, designed for comprehensive monitoring across multiple environments.

3Leverage the Mosaic AI Gateway for centralized access to all AI services, ensuring security, compliance, and usage tracking tailored for enterprise needs.

overview

Overview of Databricks Mosaic AI + S3

Databricks Mosaic AI + S3 combines Lakehouse-native capabilities with direct integration to Amazon S3, empowering data teams to build robust AI agents seamlessly. This powerful tool is designed to tackle complex data workloads and optimize performance for enterprises.

Lakehouse-native architecture for enhanced data synergy.
Direct ingestion from Amazon S3 for seamless data workflows.
Scalable performance suited for enterprise-grade applications.

features

Key Features

Mosaic AI + S3 comes equipped with cutting-edge features to streamline your AI development process. Benefit from improved efficiencies while ensuring high scalability and performance.

Storage-optimized Vector Search for fast, cost-effective operations.
Advanced AI Functions that are up to 3x faster and 4x cheaper.
Multi-modal support for diverse data types including text and images.

use cases

Use Cases

Designed for enterprise data teams, Mosaic AI + S3 is ideal for a variety of use cases. Unlock the capabilities of generative AI with compliance and governance built into your workflows.

Developing production-grade GenAI applications.
Implementing agentic workflows for operational efficiency.
Executing Retrieval-Augmented Generation (RAG) systems for enhanced data retrieval.

Policies

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