Dell and Palantir Introduce an On-Premises AI Operating System : US Pioneer Global VC DIFCHQ SFO NYC Singapore – Riyadh Swiss Our Mind

Discover how Dell and Palantir are transforming AI with a secure on-premises operating system. Unify data, ensure security, drive results.

Key takeaways:

  • Unified Data for AI: Dell and Palantir’s partnership transforms fragmented data into a governed, AI-ready semantic layer, enabling operational intelligence on infrastructure you control.
  • Secure and Compliant: The on-premises AI operating system ensures data sovereignty, zero-trust security and compliance for highly regulated industries and governments.
  • From Pilots to Production: With validated architectures and dedicated support, organizations can accelerate their journey from AI experiments to mission-critical operations.
  • Learn how Dell AI Factory with NVIDIA delivers a comprehensive and secure AI solution customizable for any business.

In almost every conversation I have about AI adoption in the enterprise, the pattern is the same: it’s not a model problem anymore. It’s an operating problem.

You’ve run the pilots. You’ve invested in AI infrastructure. You’ve experimented in the cloud. But your most sensitive data still lives on infrastructure you own, your AI Factory is underutilized, and your teams are stuck trying to turn impressive demos into real decisions in regulated, high‑stakes environments.

At Dell Technologies World, Dell and Palantir are announcing a joint solution designed for exactly this moment: a full AI operating system running on Dell AI Factory with NVIDIA, bringing Palantir’s Foundry and Ontology platform on-premises so you can turn fragmented data into operational AI agents and workflows on infrastructure you control.

The real bottleneck isn’t the model – it’s the operating environment

Most organizations don’t need another AI proof of concept. They need a way to move from pilot purgatory to production AI that’s embedded in how the business actually runs – in environments where security, sovereignty and compliance are non‑negotiable.

Today, three constraints show up repeatedly:

  • Data scattered across ERP, EHR, core banking, logistics, sensors and document stores, spread across on‑prem and multiple clouds – and rarely “AI‑ready.”
  • On‑premises data centers and AI Factories that were built for the AI era but are running at a fraction of their potential.
  • Workloads so sensitive – in national security, critical infrastructure, financial services and healthcare – that “cloud‑first” is simply not an option.

For a C‑suite leader, this translates directly into stranded investments, regulatory risk and opportunity cost. You’ve paid for the infrastructure; now the question is how quickly you can turn it into mission impact, operational decisions and financial outcomes, not just another dashboard.

From Fragmented Systems to an Ontology-Driven Backbone

Dell and Palantir start with the hardest part of AI at scale: the data problem.

With this announcement, Palantir’s Foundry platform is coming on-premises to Dell AI Factory, so Palantir’s Ontology and Foundry can take siloed enterprise and sovereign data and turn it into a governed semantic layer – a digital representation of assets, processes, people and relationships that effectively becomes the “business API” for AI agents and applications.

On Dell infrastructure, Palantir’s Ontology-driven platform is designed to leverage Dell data platforms such as Dell ObjectScale with high-throughput, governed connectors ingesting data from existing enterprise sources into the Ontology-driven data layer within Dell AI Factory with NVIDIA deployments.

In the initial joint reference architecture, Dell storage replaces the Ceph persistence layer in the Palantir stack: ObjectScale and PowerFlex become the unified, governed persistence foundation for Ontology-driven data services, extending the existing NVIDIA and Dell PowerEdge work with Palantir from compute into the storage layer.

For developers and AI agents, this means they no longer talk to dozens of brittle back‑end systems. They interact with Ontology objects – strongly typed interfaces into the business that preserve lineage and semantics while making integration faster and safer.

For you, that means:

  • New AI agents and applications can be deployed against a single, governed data backbone, dramatically reducing integration cost and time‑to‑value.
  • Decisions are made on data with traceable lineage and clear semantics, improving auditability and trust.
  • Your ecosystem – ISVs, partners, internal teams – can all build against the same semantic layer, compounding value rather than creating more silos.

In other words, this architecture turns your fragmented landscape into an AI‑native backbone, so your teams can focus on outcomes instead of plumbing.

Secure, on-premises AI on infrastructure you own

Many of the most critical AI workloads – from defense and public safety to core banking, grid operations and clinical decision support – simply cannot live in public cloud alone. The joint Dell + Palantir architecture is built for that reality.

At the core is a zero‑trust runtime and governance layer. Palantir Rubix and Apollo provide a containerized Kubernetes environment with multi‑tenant isolation, continuous audit logging and centralized fleet management across clusters and sites. Apollo treats each cluster – whether in an enterprise data center, a sovereign AI facility or an air‑gapped environment – as an environment that can be updated, monitored and governed centrally.

Underneath, Dell AI Factory with NVIDIA delivers the secure backbone: hardware root of trust, secure supply chain, platform nodes, plus Ethernet‑based networking aligned with NVIDIA Spectrum‑class fabrics. GPU nodes based on Dell PowerEdge servers with NVIDIA HGX B‑series accelerators provide the compute for training, fine‑tuning and inference, while CPU nodes host Palantir’s control plane, Foundry and Ontology services.

For leaders accountable for risk, sovereignty and uptime, this translates into:

  • AI that runs where your most sensitive data already lives, under your existing controls and governance.
  • A consistent zero‑trust posture across sites and environments, ensuring alignment with stringent security and compliance standards.
  • Each cluster being managed as a centrally governable environment, regardless of where or what it is, via Apollo
  • Higher utilization of the AI Factory investments you’ve already made, turning idle GPU clusters into engines for operational AI instead of cost centers.

You get security and control without lock‑in: data, models and operations stay on Dell AI Factory with NVIDIA, while the architecture remains open to new GPUs, models and ecosystem partners validated through the Dell AI Ecosystem Program.

From pilots to production: an AI operating system

Finally, Dell and Palantir address the question that keeps surfacing in boardrooms: How do we move beyond experiments to AI that actually runs the business?

Palantir’s Artificial Intelligence Platform (AIP) is a full AI operating system. On top of Ontology and a range of products that capture consistent patterns across industries, AIP provides custom agents and workflows – “business as code” – that orchestrate LLMs, traditional models and business rules into end‑to‑end processes.

On Dell AI Factory with NVIDIA, this software stack lands on a validated reference architecture that scales from small departmental deployments to multi‑tenant, mission‑critical environments, with clear layers from applications to Ontology/Foundry to runtime (Apollo/Rubix) to hardware.

Practically, that means:

  • Your teams can start with concrete, outcome‑oriented use cases – not blank‑slate frameworks – and reach time‑to‑first‑outcome faster in their domain, whether that’s mission planning, fraud detection or grid optimization.
  • You have a path from one successful pilot to a portfolio of production agents and workflows, without re‑platforming every time a use case grows in scope or criticality.
  • Business and technical leaders can collaborate around agents and workflows that encode how the organization should operate, instead of fragile one‑off scripts and experiments.

In short, this is about operational AI – AI that is fused into the way the institution works, on infrastructure it owns and governs.

See what operational AI looks like on infrastructure you control

Whether you’re a global enterprise or a sovereign organization, the Dell + Palantir joint solution is designed to give you a clear, de‑risked path from fragmented data and stalled pilots to secure, production‑grade AI agents running on infrastructure you control.

To see what this could look like in your own environment, visit us at the Dell Technologies World AI Solutions expo or contact your Dell Technologies representative to explore the joint reference architecture and deployment options aligned to your priorities.

https://www.dell.com/en-us/blog/dell-and-palantir-introduce-an-on-premises-ai-operating-system/