Edge AI for Manufacturing
See everything.
Miss nothing.
Industrial quality control that deploys in 60 seconds. No cloud, no computer, no expertise required.
Product
Machina Instant Guard
AI-powered visual inspection for high-mix, low-volume manufacturing. Teach the system what "good" looks like in 60 seconds — it handles the rest at 30 FPS.
One-Minute Teach
Hold a button for 3 seconds. The system captures and learns a reference. No datasets, no labeling, no configuration files.
Physical Buttons Only
Green to teach. Red to reset. Designed for operators wearing gloves who never touch a keyboard.
Fully Air-Gapped
All inference runs locally on a Jetson Orin Nano. No WiFi, no cloud account, no data leaves the device.
Real-Time Detection
TensorRT-accelerated inference pipeline with sub-12ms end-to-end latency. Anomalies trigger an instant alert.
Machina Instant Guard v1 — first prototype demo
Open Source
EdgeRunner
Real-time edge AI vision system for industrial safety and autonomous monitoring. Dual-thread architecture combining YOLO detection with VLM reasoning — running on a single Jetson Orin Nano.
YOLO TensorRT detection at 28+ FPS, VLM inference via Qwen3-VL 2B with constrained JSON output, ByteTrack multi-object tracking, and a live MJPEG streaming dashboard.
Technology
Engineered for the Edge
A zero-copy inference pipeline from camera sensor to GPIO output, built for Jetson Orin Nano with TensorRT acceleration.
Contact
Let's build something.
Looking for pioneer manufacturing partners to deploy Machina Instant Guard. If you run a factory or work in quality engineering, we'd like to talk.