Nutanix had announced it will introduce new capabilities in the second half of 2026 for its Nutanix Agentic AI solution that are designed to help a new generation of AI cloud providers, known as neoclouds, to deliver secure, scalable AI services to AI engineers and agentic AI developers. The agentic AI era has fueled the emergence of neocloud providers offering rapid access to GPUs through flexible, on-demand services. The next phase of AI will center on scaling inference and running agentic AI applications in production for a large number of enterprise customers.

As organizations deploy and scale these agentic AI applications, they increasingly require platforms that deliver enterprise-grade security, performance, control, and self-service capabilities for developers while reducing the cost per token for AI services. Nutanix will enable neoclouds to deliver a broader catalog of AI services including GPU-as-a-service, Kubernetes-as-a-service, and an enterprise-ready AI platform service powered by Nutanix Agentic AI. The Nutanix Agentic AI solution is a complete software stack purposely designed to help customers accelerate adoption of agentic AI.

It reduces complexity, optimizes performance and security, and is designed to enable lower and more predictable token costs. The addition of a multitenant, multiservice portal enables neocloud providers to deliver high value AI services on their GPU infrastructure and support sovereign AI deployments, giving enterprise users greater control over their data, infrastructure, and AI operations. Nutanix Agentic AI updates will include the next generation of Nutanix?s multitenancy framework, delivered through Nutanix Service Provider Central, which is designed to help neocloud providers securely operate shared AI infrastructure at scale.

The framework introduces strong tenant isolation and granular resource management, allowing providers to host multiple enterprises on the same physical GPU infrastructure while maintaining predictable performance, security, and data isolation. With these capabilities, neocloud builders will be able to allocate GPU and compute resources dynamically across tenants, enforce tenant-specific security and networking policies, and enable independent AI environments for each customer with a comprehensive catalog of GPU-aaS, K8S-aaS, VM-aaS, Notebooks-aaS, VectorDB-aaS, and Models-aaS. Enhancements to Nutanix Cloud Manager help service providers operate and monetize AI infrastructure as a service.

Nutanix Cloud Manager offers monitoring of AI infrastructure and adds usage-based metering, enabling providers to track and bill customers based on GPU usage, API calls, or model consumption. Together, these capabilities enable providers to manage capacity, monitor tenant usage, and operate distributed AI infrastructure through a unified management interface, helping neocloud builders deliver scalable AI services while maintaining operational control. The new multitenant and Nutanix Cloud Manager capabilities for Nutanix Agentic AI are available now for early access partners and are anticipated to be generally available in the second half of 2026.