Solutions for Companies Running AI Inference

Are you looking to reduce your AI inference costs? Kernelize enables you to extend your existing inference platforms to target new, cost-effective hardware devices, allowing you to run the same workloads at significantly lower cost.

Reduce Inference Costs by 40-70%

By enabling your inference platforms to target new hardware devices, Kernelize helps you run AI inference at a fraction of the cost. New NPUs, specialized CPUs, and optimized GPUs can deliver the same performance at significantly lower operational costs.

Extend Your Existing Platforms

vLLM

High-performance LLM inference

Ollama

Local LLM deployment

SGLang

Structured generation framework

Why Choose Kernelize?

Significant Cost Reduction

Run the same AI workloads at a fraction of the cost by targeting cost-effective hardware alternatives

Hardware Flexibility

Choose the most cost-effective hardware for your specific workloads without changing your codebase

Seamless Integration

Extend your existing inference platforms without disrupting current workflows or requiring major changes

Future-Proof Infrastructure

Easily adopt new hardware as it becomes available, ensuring your infrastructure remains competitive

Common Use Cases

Cost Optimization

All Platforms

Reduce inference costs by 40-70% by targeting specialized NPUs and optimized CPUs instead of expensive GPUs

Performance Scaling

vLLM, SGLang

Scale your inference workloads across multiple cost-effective devices while maintaining performance

Local Deployment

Ollama

Run large language models locally on consumer hardware with optimized kernels for better performance

Multi-Hardware Support

All Platforms

Deploy the same model across different hardware types based on cost and performance requirements

How Kernelize Works for You

1. Extend Your Platforms

Kernelize Nexus integrates with your existing vLLM, Ollama, or SGLang deployment to add support for new hardware

2. Optimize Performance

Kernelize Forge generates optimized kernels for your target hardware using Triton

3. Reduce Costs

Run your existing workloads on cost-effective hardware alternatives with the same performance

Ready to Reduce Your Inference Costs?

Get in touch to learn how Kernelize can help you extend your inference platforms to target new hardware and reduce your AI inference costs by 40-70%.