At Concentrated.ai, we deliver what others can't: powerful AI agents that run on your terms. Our architecture is designed to give you enterprise-grade AI capabilities with a small, efficient footprint — all while keeping your data private, secure, and fully under your control.
We've engineered our platform to deliver extraordinary AI performance on compact, affordable infrastructure:
Runs entirely on a single Dell or HPE server, starting as small as 2 GPUs (NVIDIA L40s or RTX Pro)
Support multiple business units, developers, and analysts on one system
All processing stays on your hardware, no internet connection required
Expand from workstation-class systems to high-density clusters (e.g., H100 NVL) as your needs grow
Our architecture is ideal for mid-sized companies who want the power of AI without the complexity of cloud platforms.
Our solution combines proven technologies:
Seamless integration with multiple AI models through a standardized API layer
Container orchestration made simple with enterprise-grade security
Triton Inference Server for ultra-fast model serving • GPU Operator for automated driver + GPU lifecycle management
Lightning-fast access to your internal documents and data
High-performance vector search for document and embedding retrieval
All of this runs on your hardware, tailored to your environment, with no external dependencies.
We don't believe in one-size-fits-all AI infrastructure. That's why we offer:
We work with you to analyze your AI goals and sample data (under NDA) to recommend the right system — whether that's a powerful workstation or a multi-GPU server.
Our flexible architecture ensures you can start small and expand as your teams grow and your workloads increase — without re-architecting or moving to the cloud.
Deliver enterprise AI capabilities without enterprise-scale hardware requirements
Support developers, analysts, and business units on a single system
All processing happens on your infrastructure with no external dependencies
Expand from workstation-class systems to high-density clusters as needed
Built on proven enterprise technology with ongoing support and updates
Get in touch today to explore our architecture and discover how we can help you deploy secure, high-performance AI agents tailored to your needs.
Get in touch today