Introduction
Building Tensormesh
In this video, Tensormesh CEO and Co-Founder Junchen Jiang breaks down why KV cache is becoming the foundational memory layer for large-scale AI and why now is the moment to build on top of it.
Tensormesh was founded by the creators of LMCache to fix AI's most expensive problem: GPUs recomputing what they've already processed. We build intelligent caching and routing infrastructure that cuts GPU costs and delivers sub-second latency, turning wasted compute into reusable intelligence.
In this video, Tensormesh CEO and Co-Founder Junchen Jiang breaks down why KV cache is becoming the foundational memory layer for large-scale AI and why now is the moment to build on top of it.
Every dollar you spend on redundant compute is a dollar not spent on building. We're here to fix that.
Founded by the creators of LMCache, we prioritize technical rigor over industry hype.
Our "value-share" model means we only succeed when our customers see measurable savings.
Enterprise AI scales fast. We make sure your infrastructure scales faster.
