Bharat Sandhu of Amazon Web Services AWS is the lead for artificial intelligence AI and machine learning marketing. The conversation takes place at What's Next with Amazon Web Services 2026 in San Francisco. Sandhu discusses Bedrock, managed agents and Agent Core with host Rob Strechay of theCUBE Research. They explain how Bedrock's managed agents and OpenAI harnesses accelerate time to production by aligning models with optimized harnesses.The discussion covers model-harness coupling, inferencing architecture, and agentic application patterns such as coding agents, customer-facing enhancements and supply chain scenarios, as well as approaches to building and managing agentic workflows.Key takeaways include starting with clear business use cases, measuring return on AI ROAI at the product level, and piloting thoughtfully. Analysts emphasize token-cost unpredictability and propose levers such as prompt caching, intelligent routing, reserved capacity and model distillation to manage spend. The conversation provides practical guidance for enterprise teams evaluating agentic AI solutions on cloud platforms.

This session at NAB 2026 examines Elemental Inference and live video workflows for media and entertainment. Kiran Patel of AWS, senior product manager, presents how the solution leverages artificial intelligence to enable live verticalization and real-time key-moment clipping for social and mobile-first distribution. Patel explains technical approaches and customer value, and they describe use cases across sports, news and podcasting.Patel details object and saliency detection, automated key-moment identification and the generation of metadata and concurrent horizontal and vertical streams that enable near real-time clipping for social platforms. They highlight AI-powered features and integration with Elemental MediaLive, mobile-first distribution and editorial workflows that preserve human oversight. Rob Strechay of theCUBE Research moderates the conversation and Strechay highlights the business impact for broadcasters and media brands in converting live moments into rapid shareable content.Key takeaways include faster multi-platform distribution, reduced clip production time and increased audience engagement via mobile-first experiences. These capabilities support modern live production and content operations while improving time to audience and monetization opportunities.

Ricardo Perez-Selsky of FOX Sports, senior director of digital production operations, joins Rob Strechay of theCUBE Research at NAB 2026 to discuss how FOX Sports Digital leverages AWS media services and Elemental Inference to transform live sports production workflows. The session examines the role of artificial intelligence in media workflows and traces the team’s progression from initial Elemental Link deployments to automated horizontal-to-vertical reformatting, social-first distribution and integration with MediaLive, MediaConnect and related AWS tools.Perez-Selsky explains that Elemental Inference delivers low-latency, camera-like framing for 16:9-to-9:16 conversion, enabling producers to focus on creative storytelling. They describe ROAI as return on AI that drives creativity and operational efficiency. Strechay and the analysts highlight scalability across FOX properties and emphasize real-time audience understanding as essential for targeted social distribution and optimized live production.This discussion provides practical insights on vertical video workflows, live sports production, social-first distribution and the operational impact of AI-driven media tools.

This conversation examines artificial intelligence and its impact on media and entertainment at NAB 2026. Stephanie Lone of AWS joins Rob Strechay of theCUBE Research to explore the AWS Elemental product suite, the new Elemental Inference service and how agentic AI and cloud-native workflows enable live streaming, vertical video formats and creator-focused production pipelines for broadcasters and studios. Lone emphasizes practical deployment patterns and considerations for inference and they detail how cloud-native architectures support real-time VFX and creator workflows. Strechay frames these developments within market trends and partnership activity.Lone reports that Gen Z now consumes 88% of video vertically, driving broadcasters to deliver simultaneous 16:9 and 9:16 live outputs. They emphasize that inference represents the operational phase where AI delivers measurable value. Strechay cites the Fox partnership as evidence of AWS' role as a preferred AI cloud provider. Lone also outlines collaborations such as Innovative Dreams with Luma AI and the Wonder Project that advance real-time VFX and hybrid filmmaking for creators and studios.

In this episode of AnalystANGLE, theCUBE Research’s Bob Laliberte sits down with Celona CEO and co-founder Rajeev Shah to talk about the promise of private 5G and how Celona’s latest innovation, DeepSeek-R1, is positioned to transform the space. It’s a candid, future-facing discussion on network simplification, edge intelligence and enterprise agility.Shah shares how Celona is applying cloud-era principles to private 5G, with DeepSeek-R1 acting as a catalyst for operational transformation. Laliberte draws compelling parallels between the Wi-Fi evolution and Celona’s architectural approach, emphasizing how DeepSeek-R1 bridges legacy complexity with modern performance demands across industrial and enterprise settings.The conversation also highlights real-world deployment value. DeepSeek-R1 enables local data retention with centralized, cloud-based control — a model that addresses growing enterprise concerns around sovereignty and security, Shah explains. From logistics to petrochemicals, Shah sees this as a breakthrough moment for cost-effective, scalable and secure wireless networking.

In this theCUBE + NYSE Wired: AI + Cloud Leaders wrap-up segment, Rob Strechay, analyst at theCUBE Research, joins John Furrier to unpack the critical inflection point facing cloud and AI ecosystems post-AWS Summit and ahead of re:Invent 2025. Drawing from his on-the-ground insights and executive briefings, Strechay breaks down the momentum behind MCP servers, the rise of agentic frameworks, and the strategic posture of Amazon, Google and the Linux Foundation in shaping the future of open AI protocols.The conversation dives deep into the architectural implications of multi-agent systems, open table formats and metadata control layers, revealing how cloud providers and GSIs are aligning to accelerate AI production readiness. Strechay highlights how AWS Bedrock, SageMaker and Nova are transforming data infrastructure, while also addressing the realignment of data platforms like Databricks and Snowflake as they respond to new demands in vector storage, catalog federation and AI-driven process orchestration.They explore how enterprises must evolve their storage and networking strategies to meet AI’s growing needs and why players who fail to move up the stack may be left behind. From agent marketplaces and data migrations to the looming shift in catalog architecture, this interview provides a sweeping, expert view of where AI infrastructure is headed and who is likely to thrive – or falter – in the race.

Justin Borgman, Chief Executive Officer of Starburst, engages with theCUBE Research's director and principal analyst Rob Strechay to delve into the evolving field of data platforms and products. This insightful discussion on AnalystANGLE focuses on the integration of AI-driven enterprises with multi-vendor data architecture, aiming at improved return on investment and total cost of ownership.In this episode, Borgman shares expertise on the significance of standards such as Iceberg and their impact on data platforms. The conversation also addresses the crucial role of data products in simplifying complex infrastructure and enhancing AI functionalities. Strechay and theCUBE Research provide further context and insights, complementing Borgman's perspective from Starburst.Key takeaways include Borgman's comments on the widespread adoption of Iceberg for open data formats and its benefits in preventing vendor lock-in. Borgman also emphasizes the importance of enriched business metadata for agentic systems, as articulated by theCUBE Research experts. These insights help frame the future of data platforms in the context of emerging AI needs.

Innovations in AI and Networking at Extreme Connect 2025Bob Laliberte, a principal analyst at theCUBE Research, and Zeus Kerravala of ZK Research explore the latest advancements showcased at Extreme Connect 2025 in Paris. This event, centered around Extreme Networks, serves as a premier platform for unveiling cutting-edge innovations in networking and artificial intelligence technology.In this episode of AnalystANGLE, Laliberte discusses the significant milestones Extreme Networks has achieved, focusing on their move towards innovative software solutions. Highlights include platform one, which integrates advanced AI capabilities designed to streamline network management while keeping user interaction integrated. Hosted by theCUBE Research analysts, this discussion offers insights into the common challenges and future potential for AI in networking.Key takeaways from the discussion include the strategic adoption of AI, with Laliberte emphasizing the importance of understanding and integrating AI solutions pragmatically. Insights from industry experts highlight how firms need to embrace AI to remain competitive. Experts assert that overcoming cultural resistance and understanding AI's utility are crucial for maintaining networks that meet future demands efficiently.

In this insightful episode of AnalystANGLE, we explore the profound implications of networking application programming interfaces (APIs) on today's telecommunications landscape. Shkumbin Hamiti, head of the network monetization platform at Nokia, joins us to discuss these transformative technologies and their potential to reshape the telecommunications industry by unlocking new revenue streams and use cases.Shkumbin Hamiti brings extensive knowledge, detailing Nokia's strategic approach to API integration within the telecom infrastructure. Hosted by Bob Laliberte of theCUBE Research, the conversation covers industry initiatives, such as the GSMA's Open Gateway and the Linux Foundation Chimera Project, and the future of fifth-generation (5G) networks. Hamiti elaborates on the benefits and challenges of API deployment and Nokia's vision to simplify network complexities for developers.Key takeaways from the discussion highlight the importance of a developer-first mindset in overcoming barriers to API adoption. According to Hamiti, tackling issues such as security, regulation, and simplicity is crucial for successful API integration. Laliberte underscores the potential impact on industries ranging from transportation and media to financial services through innovative use cases that enhance connectivity and functionality.

Ajay Singh of Pure Storage, John Durko of Fiserv, and Joselito Angeles, a Unix administrator, join host Paul Nashawaty at the Red Hat Summit AnsibleFest 2025. The session examines the transformative impacts of containerization on modernization efforts, specifically focusing on application delivery and infrastructure transformation.Singh, Durko, and Angeles contribute their extensive expertise in information technology and product architecture. During the discussion, they explore the complexities of transitioning from traditional monolithic applications to more agile, containerized environments. TheCUBE's Nashawaty facilitates conversations about the benefits of containerization, such as efficient software delivery and integration of storage infrastructure, while highlighting insights and challenges shared by the experts.Key insights from the discussion emphasize the advantages of a modernized approach, including improved software deployment reliability and reduced data center footprints. Durko explains that efficient resource utilization has been a pivotal outcome of Fiserv’s transition. Singh also shares significant achievements, such as a 75% reduction in on-premises block storage and a 73% reduction in power costs, realized in collaboration with Pure Storage and Portworx. The session underscores the critical role of collaboration and continuous adaptation in achieving modernization goals.

In this video, Zeus Kerravala of ZK Research and Christophe Bertrand of SiliconANGLE's theCUBE Research explore the recent VeeamON conference in San Diego. They discuss key innovations and strategic directions embraced by Veeam in data resiliency and artificial intelligence strategies.Kerravala and Bertrand bring their expertise to examine Veeam's advances, particularly in AI strategy and data management. They discuss how Veeam is integrating AI into data resiliency, moving away from legacy competitors such as Dell and IBM. The conversation also addresses Veeam's data-resiliency maturity model and partnerships enhancing the integrity of their cybersecurity framework.Bertrand highlights that the appliance developments significantly widen Veeam's hardware compatibility. The analysts emphasize the continuation of Veeam's growth, driven by AI and cyber partnerships, and acknowledge potential challenges in AI model security. This edition of theCUBE AnalystANGLE provides a comprehensive analysis of VeeamON's strategic announcements, with insights into market trends and opportunities.

Join us as we delve into the insights shared by Stephanie Walter, an analyst in residence at Hyperframe Research, during their participation in the AnalystANGLE on theCUBE Research. This video captures their expert observations from a recent Oracle database and AI Summit, offering an intriguing perspective on groundbreaking developments in data management and AI integration.In this episode, we are joined by Walter, a seasoned analyst known for their depth of understanding in software and product management. With hosts from theCUBE Research, Walter explores Oracle's latest innovations in unified data management, autonomy in databases, and their expansive multi-cloud strategy. The conversation highlights Walter's unique insights, making their perspective on the AI-driven event unmistakably valuable.Key takeaways from Walter's analysis include Oracle's deep AI integration across its database platform, focusing on reducing complexity and enhancing innovation, as Walter shares. Furthermore, they identify Oracle's pioneering multi-cloud strategy, revealing how the company enables seamless data management across various cloud providers, amplifying efficiency and accessibility.