Based on this YouTube video's total view count of 13.1K views and industry-standard rates, the estimated total earning is $9 - $26 through ad revenue. Historical data is not yet available to calculate daily, weekly, or monthly averages.

Explore Helen Yu, Tigon Advisory Group & Sandeep Singh, NetApp | NetApp Insight 2026 with 13,163 views, 0 likes, and 0 comments. Experience the impact of this video content that has captured audience attention.

In this interview from NetApp INSIGHT 2026, Sandeep Singh, senior vice president and general manager of enterprise storage at NetApp, joins Helen Yu, founder and chief executive officer of Tigon Advisory Group, to talk with theCUBE's Rebecca Knight and theCUBE Research's Christophe Bertrand about how unified storage and an autonomous control plane are becoming the foundation for AI-ready enterprise infrastructure. Singh details how a consistent data infrastructure strategy bridges on-prem, public cloud and neocloud environments, highlighting the newly announced Novus platform's massive scale of 100 terabytes per second of aggregated throughput across a zettabyte-scale namespace. Yu frames consistency as the bedrock of organizational trust, arguing that fragmented data silos are fundamentally a leadership and accountability problem rather than a storage one. The conversation also explores how NetApp Console is enabling an autonomous control plane where intelligent agents work alongside humans to manage and optimize infrastructure based on predefined policies and guardrails. Singh walks through a real-world example of agents resolving performance anomalies in real time without waking up on-call staff, preserving an audit trail for human review. Yu introduces her "CDA" framework — consistency, decision quality and adaptability — as a lens for measuring whether automation is genuinely improving outcomes rather than just shifting work around. Both guests underscore that trust in autonomous systems is earned the same way it is between people, through transparency, demonstrated judgment and clear boundaries. From provisioning infrastructure across a global fleet to converting raw data into governed, AI-ready assets without creating copies, Singh and Yu offer a practical framework for scaling autonomous operations responsibly in the AI era. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Welcoming Insights: Exploring Tigon Group's Foundations and Innovative Solutions 02:01 - Importance of Consistent Data Infrastructure 04:10 - Organizational Readiness for AI Integration 06:44 - Role of Agents in Autonomous Control Planes 09:34 - Fostering Trust and Measuring Success in Human-Centric Automation 13:31 - Control Plane Requirements and Contextualization 16:38 - Reflections and Future Directions: Acknowledgments and Conversations on AI #theCUBE #NetAppInsight #theCUBEresearch #NetApp #AI #DataInfrastructure #CyberResilience

With SocialCounts.org’s view counter, track your YouTube video’s live view count and YouTube likes count in real time with fast, reliable updates.

Watch every YouTube video live view count rise with our real-time YouTube views tracker—built for accuracy and minimal delay.

Follow YouTube real time views as they happen, using our dedicated view counter for YouTube videos.

Get up-to-date live view count on YouTube and see real-time growth with SocialCounts.org’s smart tracking tools.