Frontier AI labs
Force-aware training data for vision-language-action and world models.
Preload pairs everyday video with scalable, synchronized multimodal sensing, capturing how hard human hands hold, press, and let go.
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The problem
The physical world is a dense cloud of force, contact, and motion. Video captures only what a camera can see: a flat projection of it.
Better model architectures can't recover what was never measured. Each sensor we add brings the data closer to the real world.
Our solution
Capture video with the right sensors for each task.
Synchronize, filter and annotate the data for quality.
Train models and measure them against ground truth.
Turn validated models into automated solutions.
We choose the best mix of sensors for each task, from video and motion to force and EMG, and carry it all the way from collection to automation.
Who we serve
Why Preload
Our team has studied and worked at









Decoding high-bandwidth neural signals at leading BCI companies.
Collection, evaluation, policy training, and real-hardware testing.
We start from industrial tasks that have to work, not demos.
Industrial access to real tasks, and a close loop with model teams.
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Help us reinvent robotics inference.