Unblock model deployment on your chips
Analyze new model requirements, find kernel gaps, and develop the chip-specific kernels needed to win production deployments.
Unblock a target model
$100k-$200k
One-time 1-2 month engagement
Target model selection
NVIDIA kernel baseline
Kernel gap analysis
Hardware support plan
Kernel prototypes
Annual per-SKU license
Model support analysis
Kernel gap detection
Prioritize kernel development work
Kernel generation
Internal test & workflow integration
Priority support and SLAs
PyTorch inference stack
Free and open-source platform
PyTorch native
Triton kernel ecosystem
vLLM deployment
Extensible, plugin-driven design
OSS support for any chip
Get Started
Trying to win a customer model evaluation?
Kernelize can help analyze the model, identify the kernel gaps, and define the path to customer-ready support.