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Case
Studies

Hear from the teams who run Andesite in production — how they track, evaluate, and ship models at scale.

Latest stories

34 studies
Cotton bolls ripening in a field — photo by Benoit Roy on Pexels
Engineering blog

Kestrel Agritech gives cotton growers a forecast

Narrowing hyperparameter sweeps and keeping a sprawling field-ML project legible.

Robotic arm in a research lab — photo by Roman Bengaiev on Pexels
Video story

Inside Vantiq Robotics' training loop

Watching training in real time and catching regressions before they ship.

Seedling breaking through dark soil — photo by Min An on Pexels
Engineering blog

Production ML in the soil at Terrafield Labs

An ML stack assembled for efficiency, flexibility, and field performance.

High-tech humanoid robot — photo by iCliff Agendia on Pexels
Andesite report

Dexterity, learned end to end

A 9-month project teaching a robot hand to solve physical puzzles unscripted.

Sensor array on an autonomous vehicle — photo by Michael Telitsyn on Pexels
Partner blog

Sharper perception models at Northlane Mobility

Evaluating and debugging autonomy models against 2.4M labelled clips.

Abstract rendered light forms — photo by Yusuf P on Pexels
Andesite report

Debugging generative models at Sable Optics

One report surface keeping a 41-person distributed research team aligned.