NVIDIA GTC Berlin 2026: From AI Demo to Production Agent

AI agents are moving beyond chat. At NVIDIA’s GTC Berlin keynote, the conversation turned to agents that can use enterprise knowledge, call tools, and take action. In this episode of AI-in-5, Brandon Seymour looks at what it takes to move an agent from demo to production: the data and tools it can access, the permissions it needs, how to sandbox and monitor it, and where human approval belongs. The practical takeaway: start with one focused workflow, define the agent’s boundaries, and measure whether it completes the task reliably. Keynote source: https://blogs.nvidia.com/blog/gtc-ber... Find more information on my blog: https://www.virtualizationvelocity.com/ CHAPTERS 00:00 Welcome to AI-in-5 00:15 What NVIDIA announced at GTC Berlin 00:52 An AI agent is more than a model 01:35 A practical operations example 02:25 Security, permissions, and OpenShell 03:18 Why the knowledge layer matters 03:50 Test before taking action 04:25 Moving from demo to production TAGS AI agents, NVIDIA GTC Berlin 2026, NVIDIA AI, enterprise AI, AI infrastructure, AI factory, AI agent security, OpenShell, agentic AI, production AI, AI sandboxing, AI governance, enterprise data, AI orchestration, digital twins, AI in 5, Brandon Seymour, Virtualization Velocity HASHTAGS #AI #AIInfrastructure #AIin5