Digging into details on Dell AI Factory's 5,000 customers

Digesting Dell Technologies World AI automation news

How can enterprise IT buyers choose among the plethora of AI automation tools now on the market from major vendors? Can they trust AI agent-driven infrastructure automation yet? Should they? Steven Dickens, CEO and principal analyst at HyperFrame Research, offers his answers to these questions and more from the show floor at Dell Technologies World. Featuring: Steven Dickens [https://www.linkedin.com/in/stevenpdickens/], CEO and principal analyst, HyperFrame Research In today’s episode, we’ll cover… * Dell vs AI infrastructure competitors: size matters * The rollout of Dell Automation Platform * The agentic AIOps dilemma for IT organizations And more! References: * Dell AI Factory gets rack-scale infrastructure refresh [https://www.techtarget.com/searchdatacenter/news/366643254/Dell-AI-Factory-gets-rack-scale-infrastructure-refresh] * Red Hat AI updates target mounting cost, sovereignty worries [https://www.techtarget.com/searchitoperations/news/366642906/Red-Hat-AI-updates-target-mounting-cost-sovereignty-worries] * AI assistants for IT ops: Select and govern operational bots [https://www.techtarget.com/searchitoperations/tip/AI-assistants-for-IT-ops-Select-and-govern-operational-bots] To learn more about software development and platform engineering, check out Search IT Operations [https://www.techtarget.com/searchitoperations/]. To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech [https://www.youtube.com/@HealthcareStrategies].

Digging into details on Dell AI Factory's 5,000 customers

During Dell Technologies World this week, Dell touted that its AI Factory with Nvidia has shipped to 5,000 companies in a little over two years. TechTarget senior news writer Beth Pariseau catches up with Dell SVP Varun Chhabra to break down who those customers are, how they're counted, how their AI workloads have evolved, and how Dell expects the AI Factory market to look in the future. Featuring: Varun Chhabra [https://www.linkedin.com/in/varuncal/], senior vice president of product marketing, Dell Technologies In today’s episode, we’ll cover… * "Desktop to data center" AI support with new NemoClaw integration * The importance of data management to avoid bottlenecks in AI * Lessons learned for enterprises transitioning from token consumers to token producers. And more! References: * The AI factory model: What CIOs need to know [https://www.techtarget.com/searchcio/feature/The-AI-factory-model-What-CIOs-need-to-know] * Red Hat, Nvidia tighten integration with AI Factory [https://www.techtarget.com/searchitoperations/news/366639289/Red-Hat-Nvidia-tighten-integration-with-AI-Factory] * AWS AI Factories target hybrid cloud AI infrastructure [https://www.techtarget.com/searchitoperations/news/366636033/AWS-AI-Factories-target-hybrid-cloud-AI-infrastructure] To learn more about software development and platform engineering, check out Search IT Operations [https://www.techtarget.com/searchitoperations/]. To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech [https://www.youtube.com/@HealthcareStrategies].

Red Hat distinguished engineer unpacks "The Agentic Paradox"

Can enterprises replace costly cloud-hosted models with self-managed, open-weight AI models to reduce AI inference costs? What are the consequences if they don't? A distinguished engineer working on emerging technologies in Red Hat's office of the CTO discusses his team's quest to answer these questions and his outlook on the future of enterprise AI. Featuring: Stephen Watt [https://www.linkedin.com/in/wattsteve/], Distinguished Engineer and Vice President, Office of the CTO, Red Hat In today’s episode, we’ll cover… * What the 'cloud paradox' and the 'agentic paradox' have in common. * Reinforcement learning and open weight models as a path to a hybrid cloud AI world. * The Red Hat research team's experiments with AI automation. * Tools in development to facilitate hybrid cloud AI inference deployments. And more! References: * Red Hat AI updates target mounting cost, sovereignty worries [https://www.techtarget.com/searchitoperations/news/366642906/Red-Hat-AI-updates-target-mounting-cost-sovereignty-worries] * Red Hat, Nvidia tighten integration with AI Factory [https://www.techtarget.com/searchitoperations/news/366639289/Red-Hat-Nvidia-tighten-integration-with-AI-Factory] * Red Hat amps up open source AI infrastructure pitch [https://www.techtarget.com/searchitoperations/news/366623851/Red-Hat-amps-up-open-source-AI-infrastructure-pitch] To learn more about software development and platform engineering, check out Search IT Operations [https://www.techtarget.com/searchitoperations/]. To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech [https://www.youtube.com/@HealthcareStrategies].

Red Hat Summit 2026 news highlights

TechTarget senior news writer Beth Pariseau breaks down the major themes at Red Hat Summit in Atlanta, including private AI, sovereign AI, infrastructure automation, and agentic automation.

SEI taps IBM for agentic AI growth

The financial services company's CTO of platforms and applications explains why the firm chose IBM Consulting for a project to expand agentic AI beyond IT teams to business stakeholders and to make sense of disparate tools. Featuring: Zachary Womack [https://www.linkedin.com/in/zachary-womack-ba0ab79/], CTO, platforms and applications, SEI In today’s episode, we’ll cover… * Enterprise AI scaling challenges * Cross-domain agentic automation * AI governance considerations And more! References: * IBM Bob AI coding agent ships, HashiCorp AIOps previewed [https://www.techtarget.com/searchitoperations/news/366642799/IBM-Bob-AI-coding-agent-ships-HashiCorp-AIOps-previewed] * IBM prepares hybrid cloud twist for sovereign AI [https://www.techtarget.com/searchitoperations/news/366637343/IBM-prepares-hybrid-cloud-twist-for-sovereign-AI] * IBM customers assess the performance of AI agents [https://www.techtarget.com/searchenterpriseai/news/366623681/IBM-customers-assess-the-performance-of-AI-agents] To learn more about software development and platform engineering, check out Search IT Operations [https://www.techtarget.com/searchitoperations/]. To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech [https://www.youtube.com/@HealthcareStrategies].