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Latent AI

AI inference optimization platform for edge and embedded deployment

AI Infrastructure & MLOps
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Latent AI

AI inference optimization platform for edge and embedded deployment

Latent AI is an AI inference optimization platform that compresses, quantizes, and optimizes neural networks for deployment on edge devices — drones, autonomous vehicles, industrial sensors, and military systems — where cloud connectivity is unreliable or latency is critical. Its LEIP (Latent Edge Intelligence Platform) reduces model size by up to 10x and increases inference throughput by up to 25x on edge hardware through hardware-aware optimization, enabling complex perception models to run on low-power embedded processors without cloud round-trips.

Key Features

  • Model compression
  • Quantization
  • Edge deployment
  • Hardware-aware optimization
  • Drone/defense focus
  • 10x size reduction
#edge-ai#model-compression#inference#embedded#optimization

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AI Infrastructure & MLOps
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