Transforming Your Data Center: The AI Evolution
Unleash AI Hyperscale in Your Existing Infrastructure.
We don't just upgrade data centers; we intelligently transform them into AI-optimized powerhouses. Discover how we leverage existing assets, integrate multi-cloud flexibility, and deliver next-generation AI capabilities with unparalleled efficiency and control.
From Legacy to Leader
Conventional data centers, while robust, were not built for the demands of modern AI. They often face limitations in compute capacity, hardware diversity, and the sheer scale required for complex model training and high-volume inference. This creates silos, hinders innovation, and raises critical questions about data control and security when moving to public clouds.
The Problem:
Underutilized Assets
Existing hardware isn't optimized for AI workloads, leading to inefficient resource allocation.
Siloed Infrastructure
Difficulty in integrating diverse hardware and leveraging external cloud capacity.
Performance Bottlenecks
Traditional setups struggle with the intense computational needs of AI, particularly for real-time inference.
Data Control Concerns
Reluctance to move sensitive data to external clouds due to regulatory and security risks.
The 5-Step Path to a AI Data Center
We provide a comprehensive, step-by-step methodology to elevate your existing data center into a high-performance, AI-ready on-premises environment. This process integrates your current infrastructure with the agility of the cloud, all while maintaining absolute control.
Optimization of Existing Hardware
Unlocking Latent Power
Capability:
We start by analyzing your current infrastructure, from CPUs to legacy GPUs. Our d.run product is recognized for hardware optimization.
Value:
This process dramatically increases the AI workload capacity and efficiency of your existing assets, often leading to 24x inference optimization benefits from day one. You maximize ROI on prior investments, extending their lifecycle and performance for AI.
Heterogeneous Hardware Integration
Embracing Diversity for AI
Capability:
Your data center likely contains a mix of GPU generations, CPU architectures, and specialized accelerators. We unify this heterogeneous hardware into a single, cohesive AI compute fabric.
Value:
This eliminates bottlenecks caused by incompatible systems. Our orchestration layer dynamically manages diverse hardware, ensuring every piece of silicon contributes optimally to your AI workloads.
Multi-Cloud Capability
Intelligent Capacity Bursting
Capability:
When on-premise solutions reach peak capacity for large-scale model training, we enable secure and controlled multi-cloud bursting. Your models can seamlessly leverage external cloud compute, if while maintaining strict data governance.
Value:
This provides unparalleled scalability without costly upfront hardware investments. You only pay for external capacity when needed, achieving a hybrid-cloud strategy that balances cost, performance, and control.
Deployment of Small Models with High Accuracy
Smart AI, Not Just Big AI
Capability:
We specialize in deploying efficient small models that achieve Gartner Magic Quadrant-rated accuracy, even in resource-constrained environments.
Value:
This significantly reduces operational costs for inference, requiring less compute power and energy, while delivering the precise results your applications demand. It's about smart AI, not just big AI. This is a core component of our "secret sauce" from our 1,000+ patents.
24x Inference Optimization with vLLM & Inference Engines
Real-Time AI Performance
Capability:
For deploying trained models, we leverage state-of-the-art inference engines like vLLM and our proprietary accelerators to achieve 24x inference optimization benefits.
Value:
This ensures your AI applications respond in real-time, even under heavy load, providing an immediate and tangible impact on user experience, operational efficiency, and decision-making speed.
A Enterprise AI Powerhouse
Modern Architecture. GPU-Ready. Proven at Scale.
By following this transformation, your conventional data center evolves into a strategic asset:
On Your Hardware: All operations run on your own infrastructure, on premises or alongside the clouds you use.
Maximized ROI: Existing investments are revitalized and optimized for the AI era.
Scalable & Agile: Seamlessly integrate on-premise strength with multi-cloud flexibility.
AI-Ready: Deploy and manage cutting-edge AI models with unmatched efficiency and accuracy.
Skilled Teams: Your engineers are trained on the platform tools, runbooks and upgrade paths.
Transform Your Data Center into a AI Powerhouse
Unlock the full potential of your existing infrastructure with our proven transformation framework—maintaining complete control while achieving hyperscale AI capabilities.