ONE STACK
UNLIMITED POSSIBILITIES

The Kernal Programming Era Is Over

For over 50 years, compilers couldn't beat hand-written kernels, forcing us into a world of writing hardware specific kernels.


This made AI infrastructure fragmented and brittle and it locked us into specific hardware, making porting to new hardware from different vendors or clouds very costly or nearly impossible.


Existing software stacks were never designed for modern hardware at the scale we’re using them, and force us to leave performance on the table.


Kernels have become the new assembly language.


This isn't anyone being evil. It's just how kernels work; they're tied to specific hardware characteristics.


This is a failure of compilers.


We accepted this because we didn’t have an alternative.


Until...

WE HAVE BUILT TACHYON

It brings you into the post-kernel era.

IT LIBERATES YOU from being locked into one kind of hardware or cloud.

Tachyon is a software stack that runs your AI workload on any hardware, at any scale, while matching or exceeding the performance of hand-tuned kernels.

No more kernels.

No more fragmentation.

No more choosing between performance and portability.

We call this shift Accelerated Software.

WHAT TACHYON
GIVES YOU

Productivity

Focus on your models, your algorithms, and your breakthroughs.

Never worry again about whether your code will run on the next hardware.

Stop fighting your infrastructure, it now works for you.

Performance

Faster than hand-optimized kernels because Tachyon sees what they can't: your entire system.

Communication overlaps with computation.

Scheduling that exploits parallelism invisible to kernel-based approaches.

Portability

Your workload runs on any hardware without modification.

Evaluate new xPUs in hours, not months.

Move between clouds and use the instances that best suit you.

WHY THIS 
MATTERS

AI's Potential is being held hostage.

Right now, the best ideas don't win—the best-funded kernel teams do. Researchers spend months porting code instead of advancing science. Startups can't evaluate new hardware because migration is too expensive. Enterprises watch better pricing at different clouds slip away because switching is next to impossible.

We're liberating AI
from the infrastructure that holds it back.

This isn't about better tools. It's about removing the barriers between human creativity and what's possible. When researchers can run workloads anywhere without rewriting. When startups can switch clouds in days, not quarters. When the cost of trying new hardware drops from "hire a team" to "change a config file." When developers build the future instead of maintaining the past.

That's the world Tachyon makes possible.

CALLING ALL CONSPIRATORS

con·spir·a·cy (noun) — a group of clever lemurs working together to outwit the enemy. At Lemurian Labs, that enemy is the status quo.

‍Join the Conspiracy — brilliant developers rewriting the laws of AI performance. Join us — redefine the future of AI.

Join the BetaJoin the Revolution



Beta testing opens Summer 2026.