Open Vision-AI Platform for Shock & Vibration
High-speed 3D Measurement—modern, accessible, and affordable.
Open Shock & Vibe,
Open the Possibilities
State-of-the-art High Speed Camera + Modern DIC + Modern Computer Vision Tech Stack Pipeline
High Speed 3D Displacement Measurement of a server workstation during in-rack shock impact.
+/- 15mm of relative displacement concentrated near board center/heatsinks.
Reveals real deformation modes previously difficult with traditional sensors
Enables direct comparison of shock/vibration conditions across environments and industries
Videos are immediately informative, with and without data
Ground Truth of Shock and Vibration
Demo Gallery
Real world results using High Speed Cameras, Modern DIC, and Modern Vision-AI Tech Stack.
Motion Amplification of server work station subjected to rack vibration.
3D Point Cloud of first natural frequency of server PCB, induced by natural frequency of server-rack.
Intricate interaction of various modes mixing and interlacing with each other, and appearance of high frequency jitter of during low frequency PC cycles.
3D Measurement of NVIDIA’s AI Module.
Markers, features, and objects are easily detected using Meta’s Segmentation Anything Model 2.
Microscopic displacement of wire bond inside microelectronic components.
About Open Shock & Vibe
Open Shock & Vibe builds open, affordable, easy-to-access vision AI for shock and vibration—so anyone can understand real hardware behavior and assess risk correctly.
For engineers, product owners, and anyone who depends on hardware reliability and product durability,
who struggle with outdated shock-and-vibration methods that misrepresent real-world 3D motion, deformation, and stress—causing them to misunderstand where damage comes from and mismanage risks.
We provide Open Vision-AI that combines state-of-the-art high-speed imaging, proven DIC, and the a modern computer-vision stack to enable understanding of real-world behaviors, validation of complex designs, and comparison of shock/vibration conditions across environments and industries—from manufacturing, packaging, and logistics to data centers, autonomous vehicles, robotics, aerospace, and beyond.
Proof: We bring proven experience training, implementing, and modernizing shock and vibration testing across the data center industry—backed by an extensive demo record with real-world 3D measurement results and synchronized high-speed video. You can see exactly what we measured, and what the results looks like.
Our long-term goal is to make vision-based shock & vibration data the backbone of future engineering workflows— enabling data-backed design, test, and deployment across environments and industries.
Open Vision-AI in 2 years.
Data-backed Workflows in 5 years.
Robotics, Autonomous Vehicles, and Space-deployed AI in 10 years.