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AWS launches Agent Registry to tackle enterprise AI sprawl

By CIO Dive by By CIO Dive
April 13, 2026
Home Enterprise IT
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Dive Brief:

  • AWS launched Agent Registry, a centralized platform to house, build and govern AI agents across frameworks and designs, according to a Thursday announcement. The new offering is available in preview through the AWS Bedrock AgentCore console and across five compute regions.
  • The registry operates similarly to other record databases, storing data on agents, tools and custom resources in a structured, searchable format. Features such as ownership, protocols, capabilities and invocation methods will be included in each record. 
  • The cloud provider described the platform as a way to address governance and transparency challenges as enterprises scale AI agents across workflows.

Dive Insight:

Enterprise deployment of AI agents is on the rise, leaving CIOs to manage the growing sprawl.

AWS, the dominant enterprise cloud provider, is pitching its Agent Registry as a control layer for three ongoing problems in agentic AI efforts: lack of visibility into what exists, weak governance over what gets deployed and tool duplication across teams. 

A hybrid search function helps surface results that are not only linked by specific keywords but by natural language phrases.

“Discovery becomes the path of least resistance,” AWS says. “Teams can search by name, descriptions, and resource type to find what already exists before building something new.”

AWS is not alone in its push into AI management, with a growing number of vendors building similar capabilities to standardize AI agents and limit their sprawl. 

In February, OpenAI launched its AI agent management platform Frontier for enterprises, allowing customers to build, deploy and manage agentic AI. AWS will serve as the exclusive cloud distributor of the platform, which is model-agnostic. Meanwhile, Anthropic introduced its Claude Managed Agents last week, offering pre-built infrastructure to simplify development and oversight of autonomous systems.

Agent sprawl was previously highlighted as a key concern for CIOs this year, with companies struggling to keep up with the tools’ rapid pace of development. Gartner Director Analyst Autumn Stanish said AI agents are fast becoming one of the most disruptive forces for IT operations in a CIO Dive opinion article.

Indeed, AWS’ launch joins a shift in how CIOs are approaching AI as they move from experimentation to implementation. While early efforts centered on discovery, attention is now turning to how to organize, govern and scale what has already been built.



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By CIO Dive

By CIO Dive

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