Kernel optimization is an NP-hard problem. We're building the system that solves it automatically, so every engineer can ship production-grade AI without needing a PhD.
Request Early AccessEach dimension traditionally requires manual expert work. KernelSage automates all three.
New silicon launches. Optimal solutions transform entirely. Expert intuition doesn't transfer.
KernelSage maintains hardware abstractions and generates novel pipelining strategies as silicon evolves.
Each new architecture requires hand-crafted optimizations. FlashAttention took PhD-level insight.
Graph analysis with learned heuristics discovers fusion opportunities automatically.
Batch distributions shift. What worked yesterday fails today. Teams tune endlessly.
Intelligent auto-tuning against actual workload distributions. Every deployment teaches the system.
We've spent years building the exact systems KernelSage now automates.
The techniques KernelSage automates have been proven at scale.
Join the companies building on the intelligence layer for AI infrastructure.
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