Automated customized cosmetic dispenser

This invention describes an automated machine that creates custom cosmetic formulations. It works by recommending specific ingredients from various containers based on stored information, then dispensing and mixing them into a package. This entire process happens without human intervention, using a robot arm that moves in multiple directions.

Why it matters: Filed before advanced AI could easily power personalized recommendations. The claims' focus on recommending ingredients based on stored information is now much easier to implement with modern machine learning models.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedRobot arm, automated mixer, software logic, fluid dispensing.

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