Page 28 - Red Hat PR REPORT - OCTOBER 2025

Press Release

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

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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.