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May 12, 2026
AI Automation

Red Hat expands agentic AI strategy with new inference, automation and sovereignty capabilities

Overview

subsidiary Red Hat today is unveiling a broad set of product and partnership announcements aimed at helping enterprises put artificial intelligence into operation, modernize infrastructure and extend open-source platforms into new environments ranging from software-defined vehicles to computing in space. The announcements at Red Hat Summit in Atlanta extend Linux and container platforms […] The post Red Hat expands agentic AI strategy with new inference, automation and sovereignty capabilities appeared first on SiliconANGLE.

Key Takeaways

  • SiliconANGLE UPDATED 08:00 EDT / MAY 12 2026 AI Red Hat expands agentic AI strategy with new inference, automation and sovereignty capabilities by Paul Gillin SHARE IBM Corp.

    The company is also emphasizing new governance, sovereignty and security features as organizations move from experimentation to production AI deployments.

  • "That means in our platforms, allowing customers to use AI to its fullest extent while also improving what runs your business today.
  • The new model-as-a-service capability enables administrators to govern access to AI models through a centralized gateway, track usage and apply policies.

    Red Hat is also expanding support for distributed inferencing and introducing techniques such as speculative decoding to improve performance and reduce operating costs.

  • "We provide a platform where customers can deploy and manage their AI agents across a hybrid infrastructure environment.

    " Agent management The company is also adding agent management and observability features, including tracing for inference calls and tool usage, as well as support for Model Context Protocol gateways and catalogs.

  • "Pretraining models from scratch is limited to a few very large organizations," he said.
Red Hat expands agentic AI strategy with new inference, automation and sovereignty capabilities

SiliconANGLE UPDATED 08:00 EDT / MAY 12 2026 AI Red Hat expands agentic AI strategy with new inference, automation and sovereignty capabilities by Paul Gillin SHARE IBM Corp. subsidiary Red Hat today is unveiling a broad set of product and partnership announcements aimed at helping enterprises put artificial intelligence into operation, modernize infrastructure and extend open-source platforms into new environments ranging from software-defined vehicles to computing in space. The announcements at Red Hat Summit in Atlanta extend Linux and container platforms into specialized environments and give enterprises greater operational control over hybrid cloud infrastructure.

The company is also emphasizing new governance, sovereignty and security features as organizations move from experimentation to production AI deployments. In a media briefing ahead of the event, Red Hat Chief Executive Matt Hicks described AI as a major technology inflection point comparable to Linux, open source and cloud computing. He argued that enterprises do not want to discard existing infrastructure investments in order to adopt AI.

"At Red Hat, we want our platforms to allow customers to embrace that balance upfront," Hicks said. "That means in our platforms, allowing customers to use AI to its fullest extent while also improving what runs your business today. " The centerpiece is Red Hat AI 3.

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