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Company profile

General Instinct

General Instinct builds an edge-deployment layer for physical AI, compressing frontier vision and multimodal models into offline runtimes for robots, drone...

Facts

Segment
AI_COMPUTE
Country
US
Headquarters
San Francisco, California
Founded
2026
Website
https://general-instinct.com/

About General Instinct

Instinct Edge converts larger vision, language and multimodal models into runtimes that fit the memory, power and accelerator constraints of deployed hardware. The workflow evaluates the original model, applies quantisation, pruning or distillation and tests the compressed version directly on the target device. Supported environments include NVIDIA Jetson, Snapdragon, mobile NPUs, Arm processors and Apple Neural Engine hardware.

The customer retains the model and application while General Instinct engineers the deployment path around required latency, accuracy and offline operation. This allows a robot or drone to execute perception and decision workloads locally without a continuous cloud connection. Benchmarking on the physical device exposes thermal throttling, memory pressure and operator latency that would not appear from model-size estimates alone.

Market context

ENABLEMENT

Summary

Type: Edge AI infrastructure

Core: Instinct Edge runtime

Function: Run models

Audience: Robotics teams

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