Solutions for AI Datacenters

More easily port existing models to your datacenter and future-proof your infrastructure to work with the latest novel AI inference hardware, ensuring your datacenter remains competitive and cost-effective.

Future-Proof Your Infrastructure

Build a datacenter infrastructure that can run any new foundation model on any hardware. Kernelize provides the integrated software stack needed to create a truly future-proof AI datacenter.

Support All Major Inference Platforms

vLLM

High-performance LLM inference

Ollama

Local LLM deployment

SGLang

Structured generation framework

Why Choose Kernelize for Your Datacenter?

Easy Model Porting

Port existing models to your datacenter infrastructure without requiring major code changes or retraining

Future-Proof Infrastructure

Ensure your datacenter remains competitive by supporting the latest AI inference hardware as it becomes available

Cost Optimization

Reduce operational costs by leveraging cost-effective hardware alternatives while maintaining performance

Competitive Advantage

Maintain competitive advantage by offering customers access to the latest hardware innovations

Our Solutions for AI Datacenters

Infrastructure Flexibility

Support multiple hardware types in your datacenter, allowing you to choose the most cost-effective options for different workloads

Hardware Agnostic Deployment

Deploy the same models across different hardware types without requiring separate optimization or configuration

Performance Optimization

Optimize inference performance on your specific hardware configurations using Kernelize's Triton-based kernel generation

Scalability Enhancement

Scale your inference workloads across multiple hardware types while maintaining consistent performance and cost efficiency

Common Use Cases

Multi-Hardware Datacenter

All Platforms

Support a mix of GPUs, NPUs, and specialized CPUs in your datacenter infrastructure for optimal cost-performance balance

Model Migration

vLLM, SGLang

Easily migrate existing models to new hardware without requiring customers to change their workflows or APIs

Cost-Effective Scaling

All Platforms

Scale your inference capacity using cost-effective hardware alternatives while maintaining service quality

Hardware Innovation Adoption

All Platforms

Quickly adopt new AI inference hardware innovations to maintain competitive advantage in the market

How Kernelize Works for AI Datacenters

1. Extend Platform Support

Kernelize Nexus enables your datacenter to support multiple inference platforms on any hardware

2. Optimize for Your Hardware

Kernelize Forge generates optimized kernels for your specific hardware configurations

3. Future-Proof Infrastructure

Build a datacenter that can run any model on any hardware, ensuring long-term competitiveness

Ready to Future-Proof Your Datacenter?

Get in touch to learn how Kernelize can help you build a future-proof datacenter infrastructure that can run any new foundation model on any hardware.