Robotics firms forced to rebuild customer setups for training — vertical integration looms
broodsugar · x · 2026-11-02
Jason Shuman highlights an odd reality in robotics: because end customers don't want their operational data shared for competitors' benefit, robotics companies are forced to buy equipment and build training setups that mimic their customers' environments. broodsugar agrees and adds: it's only a matter of time before a batch of robot makers vertically integrate and compete with the very customers they planned to sell to.
The exchange exposes a structural tension in embodied AI data: customer-site data is the most valuable training material, but data isolation inflates training costs and may reshape business models from selling robots to running operations themselves.
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