Human error and lack of steady-hand coordination lead to asymmetrical or inaccurate cosmetic placement. Automating guidance and correction ensures professional-grade results regardless of user skill level.

Inconsistent transfer of cosmetic compositions from a substrate to variable skin surfaces leads to poor application quality. Precise dosage control ensures uniform coverage and prevents product waste.

Inconsistent spatial alignment during makeup application leads to asymmetrical or poor aesthetic results. Precise tracking and multidirectional control overcome human motor skill limitations.

Standard applicators and substrates fail to provide precise volumetric control and visual marking for customized coloring. Solving this ensures consistent application and prevents formulation errors during the mixing process.