Latent AI Inc

Menlo Park,  CA 
United States
  • Booth: L61


Same Device, More Mission with Ultra-Efficient, Low SWaP AI


Latent AI believes in a vibrant and sustainable future driven by the power of AI. We provide solutions for AI optimization and delivery that simplify adoption and success across both commercial and federal organizations. The Latent AI Efficient Inference Platform (LEIP)  is a complete edge MLOps workflow that delivers optimized and secured models reliably, repeatedly, and at scale no matter the hardware target.


With LEIP, users can move the model to the data instead of the data to the model with low power AI/ML onboard processing

Same Hardware, Better Results

  • Increase edge inference by 66% and cloud inference by 48%
  • 4x the capability on the same device

Rapid Model Prototyping

  • Effortlessly target different hardware (CPU, GPU, etc.) without manual porting
  • Build and run models without re-learning new tools

Extend Missions and Impact

  • Lower power consumption on SWaP constrained hardware (2-6x speedups)
  • Maximize limited bandwidth pipes and latency issues

Secure

  • Build in security like watermarks and encryption
  • Adapt and react to changing conditions

LEIP is already being leveraged by the DoD (US Navy and US Army)


 Videos

LEIP Model Optimizer

 Products

  • LEIP (Latent AI Efficient Inference Platform)
    LEIP is an MLOps SDK that can train, optimize, deploy, and secure neural network runtimes using any model and hardware...

  • The Latent AI Efficient Inference Platform (LEIP) optimizes neural networks for edge devices, builds repeatable delivery pipelines that scale performance, and rapidly produces models for different hardware targets. 

     

    LEIP adds edge capabilities to your current MLOps pipelines and standardizes trusted and scalable model delivery. LEIP lets you move your models to the data, not your data to the cloud for processing, with models optimized for compute, memory, and power that enable edge processing.
     

    The LEIP SDK includes pre-configured but customizable templates called Recipes that let you develop and deploy models to common hardware quickly with the best possible results.