Inside Cisco’s approach to edge AI: Tune in to theCUBE on July 29

Cisco Systems Inc.'s Unified Edge platform, winner of the 2026 Tech Innovation CUBEd Award for most innovative IoT or edge platform, addresses the fragmentation and infrastructure challenges enterprises face when deploying AI at the edge, according to theCUBE Research Chief Analyst Dave Vellante. In a CUBE Conversation airing July 29, Cisco Compute director of product management James Leach will discuss how the modular platform scales from one server to five servers and five GPUs, allowing customers to avoid overbuying infrastructure while integrating Cisco's computing, networking, and security technologies with Intersight for centralized management.

Inside Cisco’s approach to edge AI: Tune in to theCUBE on July 29 Organizations are expanding their use of edge AI infrastructure as workloads move beyond traditional data centers, creating new demands https://siliconangle.com/2026/07/10/cisco-edge-computing-hardware-platform-ai-thecube-ciscoaward/ on systems designed for an earlier era of computing. Cisco Systems Inc.’s Unified Edge platform https://www.cisco.com/site/us/en/products/computing/unified-edge/index.html , winner of the 2026 Tech Innovation CUBEd Award https://www.thecube.net/awards for the most innovative IoT or edge platform, was designed to address this mismatch. The challenge involves more than supporting increasingly demanding workloads, according to theCUBE Research’s Chief Analyst Dave Vellante https://www.linkedin.com/in/dvellante/ pictured, left . “We certainly hear from enterprises all the time that edge environments are fragmented,” Vellante said. “You get … different hardware, different protocols and different security, so it’s a very, very difficult problem. Now, you bring in AI. The infrastructure that’s at the edge today is not built for AI.” In an exclusive CUBE Conversation https://www.thecube.net/events/cisco/james-leach-cisco-compute-2026-tech-innovation-cubed-awards airing Wednesday, July 29, from noon to 1 p.m. ET, Vellante will talk with James Leach https://www.linkedin.com/in/james-leach-mba/ right , director of product management for Cisco Compute, about the infrastructure challenges created by moving AI to the edge and how organizations can prepare for changing requirements without locking themselves into rigid technology decisions. Flexible edge AI infrastructure for evolving demands Cisco designed Unified Edge as a modular platform that can scale from a single server to configurations with up to five servers and five GPUs, along with storage and security capabilities. The approach is intended to help customers avoid overbuying infrastructure before they understand what their edge AI deployments will require, according to Leach. “This is truly like a get-out-of-jail-free card for these IT folks who have to make these choices based on information that the line of business may not have fully communicated to them about what AI applications they need at the edge,” he said. “This gives them a way to build the infrastructure today and grow it as the business needs it so that they can show that return on investment that they need to justify this type of an investment in their own AI journey.” During the broadcast, viewers will hear how that modular approach could help enterprises begin deploying edge AI infrastructure while retaining the flexibility to expand as applications and business requirements become clearer. Unified Edge also brings together Cisco’s computing, networking and security technologies and integrates with Intersight https://www.cisco.com/site/us/en/products/computing/hybrid-cloud-operations/intersight-platform/index.html to centrally manage edge AI infrastructure. Combining those capabilities is intended to reduce the integration burden on customers, according to Leach. “Cisco, the last few years, has really focused on building itself internally and externally so that we can deliver all of these technologies to customers without … just giving them a bunch of Lego blocks and telling them to build a solution,” he said. “Here, we’re able to bring the best of Cisco technologies together … and give it to customers, showing them, ‘Hey, here’s a solution,’ instead of, ‘Here’s a set of tools to fix your problem.’” The conversation will also examine how centralized management could help information technology teams oversee AI infrastructure across distributed locations where technical staffing, space and other resources may be limited. TheCUBE event livestream Don’t miss theCUBE’s exclusive coverage https://www.thecube.net/events/cisco/james-leach-cisco-compute-2026-tech-innovation-cubed-awards on July 29. The conversation will also be available on demand https://www.thecube.net/events/cisco/james-leach-cisco-compute-2026-tech-innovation-cubed-awards after the livestream. How to watch theCUBE interviews There are several ways to watch theCUBE’s coverage, including via our dedicated website https://www.thecube.net/events/cisco/james-leach-cisco-compute-2026-tech-innovation-cubed-awards and YouTube channel https://www.youtube.com/channel/UCu3Ri8DI1RQLdVtU12uIp1Q . You can also get coverage on SiliconANGLE https://siliconangle.com/ . TheCUBE podcasts SiliconANGLE’s “theCUBE Pod” is available on Apple Podcasts https://podcasts.apple.com/us/podcast/thecube-podcast/id1674287308 , Spotify https://open.spotify.com/show/1hBxlS60EKqxohsOVoPrEI and YouTube https://www.youtube.com/playlist?list=PLenh213llmcYe7nXWic9QsnHUD5fqbEwu , which you can enjoy while on the go. 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