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AWS and Databricks Launch Agentic Stack to Streamline Enterprise AI Agents

Agentic Stack

Amazon Web Services and Databricks have introduced the Agentic Stack, a unified framework designed to accelerate the deployment of autonomous AI agents within the enterprise. Announced during the Data + AI Summit 2026, the collaboration integrates Amazon Bedrock models with Databricks' governed data environment to address the security and observability challenges that have previously hindered large-scale agent adoption.

The core of this partnership is Amazon Bedrock AgentCore, a new enterprise runtime for AI agents. This system provides essential infrastructure for managing agent memory, identity, and observability. By utilizing Databricks Apps, AgentCore allows agents to query sensitive corporate data securely, ensuring that AI-driven actions remain within established governance boundaries. The Agentic Stack supports a variety of high-performance models, including Anthropic Claude, Amazon Nova, and Meta Llama, all accessible through the Bedrock platform.

Strategic Integration of the Agentic Stack

A significant technical component of this announcement is the federation of Databricks Unity Catalog with AWS Glue. This integration is intended to eliminate data silos by allowing organizations to manage and discover data across both platforms from a single interface. For decision-makers, this move simplifies the data architecture required to power complex AI agents, as it enables the Agentic Stack to access governed datasets without the need for expensive and time-consuming data movement.

The Agentic Stack also leverages the Model Context Protocol (MCP) to facilitate how agents interact with external tools and data sources. During the summit, the companies demonstrated how agents can perform real-time queries on governed data while maintaining strict compliance standards. This capability is already being utilized by joint customers, including Mastercard and Workday, to improve internal workflows and strengthen data-driven decision-making processes.

This collaboration is a shift in how cloud providers and data platforms approach the AI lifecycle. By combining the model diversity of Amazon Bedrock with the governance of Databricks, the two companies are positioning the Agentic Stack as a standard for businesses looking to move beyond simple chatbots toward autonomous systems that can execute complex tasks. As of June 11, 2026, these features are being rolled out to enterprise customers seeking to scale their AI operations.

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AWS and Databricks at Data + AI Summit 2026: Accelerating real-world AI innovation

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