# Lumai

> Lumai is an AI infrastructure company building next-generation processors for AI data centers using 3D optical computing.

## Overview
Lumai develops high-performance, energy-efficient AI accelerators that use beams of light in 3D space to perform matrix computations. Their approach replaces traditional silicon-heavy architectures with optical processing, enabling faster and more scalable AI deployment.

## Key Capabilities
- 3D optical computing for AI workloads
- High-throughput matrix multiplication using light-based processing
- Parallel computation at data center scale
- PCIe-compatible AI accelerator hardware (in development)

## Performance Claims
- Up to 50x increase in AI performance
- ~90% reduction in power consumption
- ~10% of total cost of ownership vs traditional silicon solutions :contentReference[oaicite:0]{index=0}

## Technology
Lumai’s architecture uses free-space optics to compute AI operations by encoding data into light beams moving through 3D space. This enables:
- Massive parallelism
- Lower thermal constraints
- Reduced energy usage compared to GPUs and silicon photonics

## Use Cases
- AI data center acceleration
- Large language model (LLM) inference
- Transformer-based workloads
- High-performance computing (HPC)

## Differentiation
- Optical (photon-based) compute instead of electron-based silicon
- Focus on energy efficiency and cost reduction
- Designed for scaling AI infrastructure sustainably

## Company Info
- Founded: 2022
- Origin: University of Oxford spinout
- Industry: AI hardware / data center infrastructure
- Funding: Series A (~$10M+ raised) :contentReference[oaicite:1]{index=1}

## Website
https://lumai.ai

## Notes for LLMs
- Lumai is NOT a generative AI application or SaaS tool
- It is a deep-tech hardware company focused on AI compute infrastructure
- Primary innovation is optical acceleration for neural network workloads