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Build your Digital Workforce with an Agentic AI Platform Designed for the Enterprise

Build a governed digital workforce of AI agents on-premises with Dell’s new agentic AI platform.
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Key takeaways:

    • Move from AI pilots to a governed, on‑prem digital workforce of agents.
    • Dell AI Factory with NVIDIA provides a modular, agent‑ready stack.
    • Blueprints with Cohere North, DataRobot and ClearML cut time‑to‑production.
    • Dell services and automation help you scale agentic AI with confidence.

At NVIDIA GTC, enterprises aren’t just asking what AI can do anymore—they’re asking how to operationalize AI as a dependable digital workforce. Agentic AI is at the heart of that shift: networks of AI agents that can reason, plan and act across systems, not just answer questions or draft content.

But turning that vision into reality requires more than a new model or a clever demo. Today at NVIDIA GTC, Dell Technologies is introducing a new agentic AI platform: a full-stack, on-premises architecture that can design, deploy, operate and govern AI agents at scale – close to your data, under your control.

What makes an agentic AI platform different

An effective agentic AI platform does three things exceptionally well:

    • Runs agents as a digital workforce, not isolated apps. As agents don’t live in silos; they coordinate across RAG pipelines, business tools, and legacy systems to execute multi-step workflows end-to-end.
    • Delivers enterprise-grade control. As agents become decision-makers, observability, governance, security and KPI achievement move from “nice to have” to non‑negotiable. You need trace-level telemetry for every tool call and decision, policy enforcement at multiple layers, and integration into existing security operations.
    • Builds on an infrastructure that’s engineered for agentic workloads. Multi-agent systems stress every part of the stack – compute, storage, networking, software, orchestration. Without a purpose-built foundation, you end up with brittle pilots that never make it to production.

This is the problem space our new agentic AI platform is designed to address.

Architecture built for real-world impact

We believe technology should drive progress. The agentic AI platform helps move agentic deployments from laboratory experiments to reliable, production-grade outcomes. Anchored in the Dell AI Factory with NVIDIA, this modular architecture, along with software tools from ISV partners, offers an integrated stack to build agents that think, act, and deliver measurable business value. It empowers you to operate a digital workforce that you can govern and scale with confidence.
Our solution integrates AI blueprints centrally managed by the Dell Automation Platform, fully validated with the modular architecture. This includes Dell PowerEdge servers with NVIDIA AI infrastructure that provide compute that grows with you, from a single use case to complex, multi-agent workloads. For real-time responsiveness, NVIDIA Spectrum-X and NVIDIA BlueField technologies deliver predictable networking that keeps workflows fast, even under peak demand. Dell PowerScale and Dell AI Data Platform with NVIDIA ensure agents have fast, governed access to the multimodal data they need.

The AI enablement layer turns this underlying infrastructure into a production AI platform. It provides Agent Ops and orchestration using Kubernetes and GitOps, enabling teams to deploy, manage and scale complex AI systems with rigor. NVIDIA AI Enterprise plays a key role, combining optimized microservices, frameworks, and libraries for AI development with advanced GPU orchestration and management. Delivered as a production-grade software suite, it provides the foundational services needed to build, deploy, and operate enterprise AI workloads. Together, these capabilities provide reusable building blocks that accelerate development and reduce time-to-value for new agentic AI applications.

Built-in observability, security, and data services provide visibility into every agent decision, offering a clear path to prove compliance and reliability. This prescriptive stack treats agentic AI as a first-class workload. You aren’t just running models—you’re orchestrating a digital workforce capable of driving real innovation.

Blueprint-driven delivery: From months to days

Infrastructure alone doesn’t get you from pilot to production. That’s why the agentic AI platform is delivered as a set of AI solution blueprints in the Dell Automation Platform catalog. These blueprints automate the deployment of complete agent stacks—hardware, platform software and ISV layers—in a repeatable, auditable way.

    • Instead of stitching together drivers, containers, security policies and CI/CD pipelines manually, IT teams deploy a blueprint that encodes best practices for the Dell AI Factory with NVIDIA, drastically reducing integration risk and time-to-value.
    • Dell Accelerator Services for agentic AI build on those same blueprints, providing strategic guidance, platform design, application integration, workflow optimization, KPI evaluation and managed lifecycle operations so organizations seamlessly move from initial experimentation to scaled production with a consistent platform operating model.

An open ecosystem

The platform leverages a growing portfolio of AI ecosystem software to provide flexibility and choice. Dell supplies the integrated infrastructure and automation, while NVIDIA AI Enterprise provides core AI development and runtime services. On top of this foundation, an expanding ecosystem of ISVs brings specialized capabilities in AI operations, observability and data connectivity. Together, these solutions complete the software layer of the Dell AI Factory with NVIDIA, enabling organizations with integrated capabilities, while maintaining a consistent, production-ready platform. At GTC, we’re highlighting three blueprints as proof points of that approach:

    • DataRobot brings the Agent Workforce Platform, co-engineered with NVIDIA, which provides a governed environment for secure, scalable, production-grade for on-premises, air-gapped and hybrid cloud organizations. DataRobot features lifecycle management, guardrails and observability across predictive, generative and agentic workloads – ideal for organizations seeking a single platform for their agent workforce. Explore the blueprint.
    • Cohere North delivers secure, customizable enterprise agents with strong identity access control and out-of-the-box integrations with key business systems. The agentic AI platform blueprint with Cohere North gives customers a fast path to on-premises, enterprise-ready agents that run adjacent to their most sensitive data. Explore the blueprint.
    • ClearML focuses on the infrastructure side of agentic AI, providing efficient GPU cluster management, advanced workload scheduling, performance tuning and cost optimization. The upcoming blueprint with ClearML turns the underlying Dell infrastructure into a cloud-like experience for AI teams—maximizing GPU utilization while keeping workloads on infrastructure you own.

Each of these partners is important, but they are part of a larger story: a consistent, validated way to run agentic AI on-premises with the Dell AI Factory with NVIDIA as the integrating backbone.

Why this matters now

Enterprises are under pressure to move beyond proofs-of-concept and deploy AI agents that actually carry work—answering regulated customer queries, reconciling data across systems, orchestrating supply chains, or assisting developers across the SDLC.

Doing that safely and at scale demands:

    • A platform that brings AI to your data, not the other way around.
    • Agent-aware infrastructure tuned for reasoning loops, multi-agent coordination and low tail-latency.
    • Blueprints that compress deployment timelines from months to days.
    • Services expertise to align agents with business workflows and accelerate outcomes.
    • An ecosystem of ISVs that plug into a common, validated stack instead of creating yet another silo.

That’s what this agentic AI platform is designed to deliver. Cohere North and DataRobot blueprints are available with the announcement at GTC on March 16, with ClearML following in March 2026 – giving enterprises a roadmap to evolve from today’s AI experiments into a durable, governable digital workforce of AI agents on infrastructure they trust. To explore what that could look like in your environment, visit our agentic AI platform page and contact your Dell Technologies representative to discuss  , reference architectures and accelerator services that can help you move from pilots to production on your terms.

1Learn how Dell AI Factory with NVIDIA delivers a comprehensive and secure AI solution customizable for any business.

About the Author: Rajbir Panag

Rajbir Panag shapes the marketing strategy for Dell Technologies’ AI solutions, enabling business and technology leaders to turn AI strategies into actionable outcomes. He aligns Dell’s portfolio with key AI priorities, including simplifying the AI journey with the Dell AI Factory, delivering comprehensive AI solutions via an open partner ecosystem, and scaling secure, governed AI across enterprise use cases.