Observed arrival · 2026-10-07

Mill Data’s 36-task shop-floor catalog

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Editorial interest 78/100 Selection signal · not a rating of the site

Mill Data presents a service for recording real manufacturing work and preparing it as training data for physical AI.

Landing page captured for the 2026-10-07 issue.

For: Physical-AI teams seeking manufacturing training data
Worth noticing: The catalog lists 36 tasks across six shop types; an example welding session shows video, IMU, and audio signals.

Field notes

The task catalog breaks work into six shop settings, with six listed tasks under each, including welding, brake replacement, CNC offsets, soldering, and furniture finishing. The process copy calls out bimanual work, strict task order, recoveries, and paired force data as details video alone can miss. A sample welding session is labeled as 41 minutes at station ST-02; the page presents these as examples of the service, not downloadable dataset samples.

Observed signals

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Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

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