Build & Modernize
The platform to power your AI applications.
AI workloads demand infrastructure designed for them. Presidio sizes, designs, and deploys compute, networking, and storage environments to match what you’re building. On-premises, cloud, or hybrid. We’ve experimented so you don’t have to.
Where clients get stuck.
- Prioritizing technology before outcomes
- Ignoring data estate and location
- Running pilots without business alignment
- Aging infrastructure bottlenecks AI applications
- Piecemeal rather than factory approach to infrastructure
AI Infrastructure Case Studies
We started within our own four walls, then took what we learned to our clients.
Presidio designed and deployed an agentic AI platform across sales, pre-sales and delivery workflows. We started in cloud, proved the model at scale, then as costs rose, looked at opportunities to migrate functionality on-premises. 1500+ users. 92B+ tokens processed. Session costs cut 31% through prompt and token optimization. Every pattern stress-tested on live work before we recommend it to a client.
AI Infrastructure Benefits
End-to-End Accelerated Infrastructure.
AI Factory is Presidio’s preferred way to build on-premises accelerated infrastructure. We combine compute, network, storage and security into one package, tuned to cut time-to-first-token: the delay before your model returns its first output. A proven reference architecture means quicker deployment and easier support, with less troubleshooting down the line.
GPUs sized to your actual workloads.
Prior to any sizing of infrastructure, it is critical to understand the intended use case and the desired business outcome. The right GPU types, clustered correctly, with the networking and storage to keep them fed. No guessing, no stranded hardware.
The platform layer that runs the factory.
To avoid becoming a bottleneck, the management and execution of the accelerated infrastructure must run at the speed of AI. We ensure all components are designed with orchestration in mind, rather than bolting on later, to maximize your overall system performance.
Securing every layer of AI.
Presidio secures AI infrastructure across every layer: network, platform, data, application, and access. As agents start acting on their own, that means governing what they can reach and do, not just guarding the perimeter. Presidio builds this in from the design stage, architected across partners like Cisco, Palo Alto Networks, and CrowdStrike.
Designed for AI workloads.
Given the cost, complexity, and importance of desired business outcomes, observability is critical to understanding how accelerated infrastructure is performing. We ensure a consistent view across on-premises, colo, neocloud, and public clouds, then automate the right next action to keep you running.
AI Infrastructure is the foundation.
The Presidio AI Blueprint moves organizations through three stages: Clarify (strategy), Realize (build and deploy), and Scale (govern and operate). Beneath all three runs the foundation: people, process, and technology to support the business and technology initiatives.
Where infrastructure shows up across the journey:
CLARIFY
We understand your strategy before we size any accelerated infrastructure.
REALIZE
We build the accelerated infrastructure, AI platform, and applications your outcome needs.
SCALE
We implement the security, governance, and operations to run it in production.
News & Insights
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IT infrastructure pricing has entered a new era, one defined by AI-driven demand, constrained semiconductor supply, and unprecedented volatility.
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AI is no longer a distant concept—it’s a practical tool reshaping higher education. But with innovation comes responsibility: how do institutions leverage AI while safeguarding sensitive data and maintaining compliance?
The Evolution of the Modern Data Center
Join Presidio and Dell for a discussion around the evolution of the modern data center and how data centers play a pivotal roll in ensuring an organizations continuing operations and strategic growth.
AI Infrastructure FAQs
Straight answers to what clients actually ask before committing to AI infrastructure, and how Presidio’s approach differs.
Presidio sizes based upon your organization’s AI Strategy. If you don’t have a strategy, we help you build one. We then map your workloads to a consolidated accelerated infrastructure platform including GPU’s, network, storage, and cyber security. We also include the implementation services to deploy, orchestrate, and observe the environment.