Nutanix Agentic AI addresses the real bottleneck of enterprise AI: running it at scale

Nutanix Agentic AI addresses the real bottleneck of enterprise AI: running it at scale

By Suparna Chawla Bhasin
Publication Date: 2026-03-20 14:44:00

Nutanix has entered a part of the AI ​​conversation that doesn’t get enough attention. Creating AI models and agents is no longer the hardest part. Running them reliably, securely, and at scale is. Company introduced Nutanix Agentic AI, a full-stack software offering designed to help companies build and operate what it calls “AI factories.” This will provide infrastructure, platform, and developer teams with a shared environment where thousands of AI agents can run, connect to business systems, and deliver results without turning operations into a disaster.

Why does this matter now?

Enterprise AI has surpassed experimentation. Many organizations already have models and are beginning to implement agent-based systems that can automate workflows, interact with data, and execute tasks independently. That change creates a new problem. Traditional AI infrastructure was designed for large, isolated training jobs. Agent AI inverts that model. Now you have thousands of smaller ones,…