IT Ops Query

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, 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
Red Hat AI updates target mounting cost, sovereignty worries
AI assistants for IT ops: Select and govern operational bots
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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, 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
Red Hat, Nvidia tighten integration with AI Factory
AWS AI Factories target hybrid cloud AI infrastructure
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.
 

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, 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
Red Hat, Nvidia tighten integration with AI Factory
Red Hat amps up open source AI infrastructure pitch
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.
 

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, 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
IBM prepares hybrid cloud twist for sovereign AI
IBM customers assess the performance of AI agents
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.

IBM Think: Bob AI coding agent, HashiCorp AIOps and more

Informa TechTarget senior news writer Beth Pariseau and analyst Jason Andersen break down the top news at IBM's Think conference this week, including the general availability of the IBM Bob AI coding tool, a long-awaited tie-in with HashiCorp for AIOps now in public preview and updates to the Watsonx Orchestrate AI agent platform.
Featuring: Jason Andersen, principal analyst, Moor Insights & Strategy
In today’s episode, we’ll cover…
IBM Bob meets the mainframe
HashiCorp infragraph takes IBM Concert from security focus into hybrid cloud resiliency
Watsonx Orchestrate expands third-party agent support
And more!
References:  
Glut of AI agent tools faces paradox of choice, skills gap
IBM Watsonx Orchestrate and the state of AI agent platforms
IBM - HashiCorp AI roadmap takes shape at HashiConf
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.

Observability becomes the linchpin of AI development

An observability company CEO discusses the shifting requirements – and growing role -- for such tools in AI development. From Shahar Azulay's point of view, observability has evolved from a post-production downtime prevention system to "the source of truth for everything from code creation to shipping and testing code, remediation and production."
Featuring: Shahar Azulay, co-founder and CEO, Groundcover
In today’s episode, we’ll cover…
Coping with a further influx of observability data from AI agents
Observability for cost management
Data collection for AI agent workflows using eBPF
Groundcover's AI observability roadmap
And more!
References:
Cisco Galileo buy reflects blurring lines in AI observability
KubeCon EU 2026: AI tightens the dev-prod loop
Why real-time data is key for enterprise AI
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.

Google's Agentic Data Cloud extends AI data management

Greetings from fabulous Las Vegas! Informa TechTarget's Beth Pariseau catches up at Google Cloud Next with Andi Gutmans, VP and GM of Data Cloud at Google. This week, Google previewed a new Agentic Data Cloud: what does it mean for enterprise IT buyers? How does it slot in with the many other Google Cloud products rolled out and updated this week? Tune in to find out.
Featuring: Andi Gutmans, VP and GM of Data Cloud, Google
In today’s episode, we’ll cover…
What enterprises can do with new AI data management features they couldn't do before
Google's competitive differentiation in AI data management
Cross-cloud coopetition
The future of enterprise AI data management
And more!
References:
Google unveils data cloud purpose built for agentic AI
New Google TPUs multiply AI infrastructure efficiency
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.

Intuit AI chief looks beyond the SaaSpocalypse

As the dust settles on Tax Day 2026, Intuit's chief AI officer envisions not a SaaS apocalypse but a SaaS transformation enabled by AI agents, with an emphasis on human-AI collaboration and predictive capabilities. In this interview, he shares data on the results of Intuit's AI strategy so far in millions of customers and transactions, cost savings, ROI and accuracy rates.
Featuring: Ashok Srivastava, senior vice president and chief AI officer, Intuit
In today’s episode, we’ll cover…
What Srivastava's experiences with data analytics at NASA and Intuit have in common
The importance of AI skepticism in agentic development
Best and worst-case scenarios for agentic AI in 2026
And more!
References:
SaaSpocalypse? Maybe not, but SaaS applications are changing
Intuit's Ashok Srivastava, on AI agents' new frontier
Finance platform Intuit intros generative AI capability
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.

AI pilot to (Microsoft) Copilot: the state of enterprise AI

As chief technology and innovation officer at IT consulting and services company Avanade, Aaron Reich sits at the intersection of enterprise AI adoption trends among IT vendors, enterprise clients and internal customers. He offers his insights on why so many enterprise AI deployments get stuck in the pilot stage, his advice on AI governance best practices and his predictions for how 2026 and 2027 will unfold.
Featuring: Aaron Reich, chief technology innovation officer, Avanade
In today’s episode, we’ll cover…
Varying levels of trust in AI
The importance of data governance, agent reusability, and cost management in enterprise AI initiatives
The future of white-collar work in the agentic AI age
The best and worst case scenarios for enterprise AI in 2026 and beyond
And more!
References:
IT leaders share enterprise AI change management tips
State of the Cloud report shows shift from cost-cutting to value
SaaSpocalypse? Maybe not, but SaaS applications are changing
To learn more about software development and platform engineering, check out Search IT Operations.
To watch clips from our podcast, subscribe to our YouTube channel, @EyeOnTech.