Your AI stack.Built, tuned, and operated by us.
Fully owned by you.
We deploy, customize, and operate AI — on-premises or hosted, open-weight or frontier. One team. Zero handoffs.
Built for the organizations that can't afford to get it wrong
- Utilities
- Banking
- Healthcare
- Government
Why most AI projects fail
The gap between layers is where projects die. The hardware vendor blames the software. The software vendor blames the network. The model provider blames the data.
We were built to close that gap — and to keep it closed. One contract, one team, one standard. From the power plug to the prompt.
Sovereign by default
Your data, your models, your hardware — inside your jurisdiction. Nothing routes through a third-party cloud unless you choose it.
Exit-ready, no lock-in
Documented architecture, open standards, and your own licenses. If we ever part ways, everything keeps running — and it's all yours.
One accountable operator
One contract, one team, one phone number. When something needs fixing, there is no one to blame but us — so we fix it.
Deployment
Three ways to run your AI. All private.
Full Control
On-premises AI on hardware you own. Open-weight models. Data never leaves the building.
Hosted Dedicated
Dedicated AI on private GPU cloud, lower upfront. Your data, your model, your rules.
Frontier via API
Frontier models via API — Claude, GPT, Gemini. No hardware, no setup.
Capabilities
Every layer, one operator.
Infrastructure
Power, cooling, racks, fiber, GPU servers. From an empty room to a production cluster.
Model Deployment
On-premises, hosted dedicated, or via API. Architecture that fits your requirements.
Fine-tuning
Modify open-weight models with your data. Tone, terminology, behavior — shaped to your organization.
Knowledge (RAG)
Connect AI to your documents. Answers grounded in your data, with sources you can verify.
AI Agents
AI that acts, not just answers. Multi-step workflows, tool use, autonomous decision-making.
Managed Services
Your AI, operated 24/7. Monitoring, updates, security, optimization, support.
Not sure where to start? Start here.
AI Readiness Assessment. Strategy and roadmap. Team training. The first step for most of our clients.
Who we are
From the field, by people who do the work.
Prime TPS was built for organizations that cannot route sensitive workloads through a third-party cloud. Utilities, financial institutions, healthcare, and government — in Puerto Rico, the Caribbean, and across Latin America.
That capability is grounded in more than a decade of operating critical infrastructure. An AI deployment is an infrastructure project before it is a software project. The same crew that has kept Puerto Rico's critical infrastructure online installs the GPU servers.
The disciplines have expanded. The standard has not: show up with the right certifications, the right tools, and the institutional memory of having done the work before.
How we deliver
Four layers, one operator.
Most vendors own one layer and subcontract the rest. We are accountable for the whole stack— that's the difference.
Operations
24/7 monitoring, updates, security, support.
Customization
Fine-tuning, RAG, agents. Your data, your workflows.
Model Deployment
Serving architecture, inference engines, API design.
Physical Infrastructure
Power, cooling, racks, fiber, GPU servers.
Models
The right model for the job.
For most enterprise workloads, the gap between open-weight and frontier models has closed. The question is no longer "can open-weight compete?" It's "which model fits your workload, your compliance requirements, and your budget."
Explore the model landscape →Headquartered in Puerto Rico. Serving the Caribbean and Latin America. Bilingual engineering team — English/Spanish.
US federal jurisdiction for regulated data. LATAM cultural and language proximity. One time zone for the Americas.
Contact
Let's talk about your AI.
Most conversations start with "we're not sure where to start." That's normal. We'll help you figure out what you need.
Talk to an engineer →