Dell's AI Leadership Symposium to tackle infrastructure as production AI scales

The era of experimental AI is ending, and the decisions about infrastructure are now strategic business choices. When organizations deploy AI systems into production environments, discussions have moved well beyond just models and GPUs. The real challenge involves managing data, building supporting infrastructure and establishing operating models that allow AI to function reliably across an entire enterprise. Dell Technologies Inc. has positioned itself around this transition via its AI Factory strategy, private cloud offerings and AI Data Platform, treating infrastructure as the essential backbone for enterprise AI deployments.

According to Dave Vellante, chief analyst at theCUBE Research, "It's about economics, it's about control and it's about AI sovereignty." These considerations are fundamentally changing how infrastructure gets designed as organizations decide which systems will run their AI workloads, how they will access their data and what level of oversight they maintain over increasingly autonomous applications.

TheCUBE will provide live coverage on Sept. 29 of Dell's AI Leadership Symposium, featuring Dell executives, technology leaders and industry specialists discussing the frameworks, approaches and choices that define production-ready AI. Participants will include representatives from Dell Technologies, Deepgram, MisaLabs, Sycamore, Singulr AI and Intel.

Building the complete infrastructure stack

Moving AI into production requires integrating compute, storage, networking and data alongside the software and control mechanisms needed to convert intelligence into measurable business results.

Rather than treating infrastructure as separate pieces, Dell has increasingly promoted an integrated AI infrastructure platform as the solution. The company's AI Factory reached more than 5,000 customers earlier this year. Dell's leadership has stressed that becoming AI-native demands that organizations fundamentally rethink their operations rather than simply adding AI capabilities on top of existing systems.

Arthur Lewis, president of the Infrastructure Solutions Group at Dell, stated: "We've gone from technology that allows customers to be AI-first to technology that allows customers to be AI-native." Dell's core thesis holds that technology modernization and operational redesign must advance in parallel if organizations want to unlock greater value from their AI investments.

Data access represents another essential component. Intelligent agents require connections to company information, knowledge graphs and other supporting resources that enable them to understand context and make decisions within actual business situations.

John Roese, global chief technology officer and chief AI officer of Dell, has highlighted the infrastructure work this demands. "That data layer is not magic. It's a real thing. You have to actually build it," Roese said.

Dell's AI Data Platform embodies this focus, combining data retrieval, metadata analysis, access controls and cross-platform coordination to help organizations transition AI initiatives from experimental phases into operational deployments. As Vellante and analyst George Gilbert have noted, enterprises need a "complete system" surrounding their AI models that links current applications, creates a unified data infrastructure, manages agent behavior and incorporates human oversight.

The central question facing the symposium is how these components integrate as companies expand their AI operations without building yet another fragmented infrastructure layer.

Event coverage and viewing options

TheCUBE's livestream coverage of Dell's AI Leadership Symposium runs on Sept. 29, with on-demand access to exclusive content available afterward.

Multiple platforms will carry theCUBE's symposium interviews, including theCUBE's website and YouTube channel. Complete coverage from this year's events will also be available through SiliconANGLE.

Podcast programming

SiliconANGLE's "theCUBE Pod" streams on Apple Podcasts, Spotify and YouTube. Each episode features SiliconANGLE's John Furrier and Dave Vellante discussing major movements in enterprise technology, covering AI, cloud, cybersecurity and infrastructure with detailed context and expert perspective.

SiliconANGLE also produces "Breaking Analysis," a weekly program where Vellante reviews significant enterprise technology announcements, combining theCUBE insights with data from Enterprise Technology Research. The program is available on Apple Podcasts, Spotify and YouTube.

Symposium participants

TheCUBE will conduct interviews on Sept. 29 with Dell executives and leaders from Deepgram, MisaLabs, Sycamore, Singulr AI and Intel. Discussions will address AI infrastructure, enterprise data management, agentic systems, operational strategy and the technical decisions necessary to expand AI throughout organizations.