Page 130 - Red Hat PR REPORT - OCTOBER 2025

10/16/25, 11:29 AM Red Hat brings distributed AI inference to production AI workloads with Red Hat AI 3
Red Hat AI 3 introduces a new modular and extensible toolkit for model customization, built on existing InstructLab functionality. It provides specialized Python libraries that give developers greater flexibility and
control. The toolkit is powered by open source projects like Docling for data processing, which streamlines the ingestion of unstructured documents into an AI-readable format. It also includes a flexible framework
for synthetic data generation and a training hub for LLM fine tuning. The integrated evaluation hub helps AI engineers monitor and validate results, empowering them to confidently leverage their proprietary data
for more accurate and relevant AI outcomes.
Supporting Quotes
Joe Fernandes, vice president and general manager, AI Business Unit, Red Hat
"As enterprises scale AI from experimentation to production, they face a new wave of complexity, cost and control challenges. With Red Hat AI 3, we are providing an enterprise-grade, open source platform that
minimizes these hurdles. By bringing new capabilities like distributed inference with llm-d and a foundation for agentic AI, we are enabling IT teams to more confidently operationalize next-generation AI, on their
own terms, across any infrastructure."
Dan McNamara, senior vice president and general manager, Server and Enterprise AI, AMD
“As Red Hat brings distributed AI inference into production, AMD is proud to provide the high-performance foundation behind it. Together, we’ve integrated the efficiency of AMD EPYC™ processors, the scalability
of AMD Instinct™ GPUs, and the openness of the AMD ROCm™ software stack to help enterprises move beyond experimentation and operationalize next-generation AI — turning performance and scalability
into real business impact across on-prem, cloud, and edge environments.”
Mariano Greco, chief executive officer, ARSAT
“As a provider of connectivity infrastructure for Argentina, ARSAT handles massive volumes of customer interactions and sensitive data. We needed a solution that would move us beyond simple automation to
'Augmented Intelligence' while delivering absolute data sovereignty for our customers. By building our agentic AI platform on Red Hat OpenShift AI, we went from identifying the need to live production in just 45
days. Red Hat OpenShift AI has not only helped us improve our service and reduce the time engineers spend on support issues but also freed them up to focus on innovation and new developments."
Rick Villars, group vice president, Worldwide Research, IDC
"2026 will mark an inflection point as enterprises shift from starting their AI pivot to demanding more measurable and repeatable business outcomes from investments. While initial projects focused on training and
testing models, the real value - and the real challenge - is to operationalize model-derived insights with efficient, secure and cost-effective inference. This shift requires more modern infrastructure, data, and app
deployment environments with ready to use production-grade inference capabilities that can handle real-world scale and complexity, especially as agentic AI supercharges inference loads. Companies that
succeed in becoming AI-fueled businesses will be those who establish a unified platform to orchestrate these ever more sophisticated workloads in hybrid cloud environments, not just in silo domains."
Ujval Kapasi, vice president, Engineering AI Frameworks, NVIDIA
“Scalable, high-performance inference is key to the next wave of generative and agentic AI. With built-in support for accelerated inference with open-source NVIDIA Dynamo and NIXL technologies, Red Hat AI 3
provides a unified platform that empowers teams to move swiftly from experimentation to running advanced AI workloads and agents at scale.”
Additional Resources
Learn more about Red Hat AI 3
Read the blog about Red Hat AI 3
Watch the webinar on what’s new and what’s next for Red Hat AI
Learn more about how Red Hat’s ecosystem partners are powering AI innovation
Connect with Red Hat

Learn more about Red Hat
Get more news in the Red Hat newsroom
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About Red Hat, Inc.

Red Hat is the open hybrid cloud technology leader, delivering a trusted, consistent and comprehensive foundation for transformative IT innovation and AI applications. Its portfolio of cloud, developer, AI, Linux,
automation and application platform technologies enables any application, anywhere—from the datacenter to the edge. As the world's leading provider of enterprise open source software solutions, Red Hat
invests in open ecosystems and communities to solve tomorrow's IT challenges. Collaborating with partners and customers, Red Hat helps them build, connect, automate, secure and manage their IT
environments, supported by consulting services and award-winning training and certification offerings.
Forward-Looking Statements
Except for the historical information and discussions contained herein, statements contained in this press release may constitute forward-looking statements within the meaning of the Private Securities Litigation
Reform Act of 1995. Forward-looking statements are based on the company’s current assumptions regarding future business and financial performance. These statements involve a number of risks, uncertainties
and other factors that could cause actual results to differ materially. Any forward-looking statement in this press release speaks only as of the date on which it is made. Except as required by law, the company
assumes no obligation to update or revise any forward-looking statements.
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