Manicurists and Pedicurists

Maintain supply inventories and records of client services.

AI: Fully automatable - Maintaining supply inventories and client service records are routine digital processes that AI can fully automate, including tracking, ordering suggestions, and recordkeeping.

Schedule client appointments and accept payments.

AI: Fully automatable - Full — scheduling, reminders, and secure payment processing are readily and reliably handled by AI-driven software and services.

Advise clients on nail care and use of products and colors.

AI: Fully automatable - Full — AI can offer personalized nail-care advice, product recommendations, and color visualizations (including AR) at a salon-quality level.

Promote and sell nail care products.

AI: Fully automatable - AI systems can fully automate promotion and sales via targeted marketing, ecommerce, chatbots, and recommendation engines.

Remove previously applied nail polish, using liquid remover and swabs.

AI: Partial - Partial — robots and automated stations can remove polish in controlled settings, but variable nail shapes, solvent handling, and close-contact safety limit full automation as of 2025.

Use rotary abrasive wheels to shape and smooth nails or artificial extensions.

AI: Partial - Partial — AI-guided rotary tools can perform shaping in constrained environments, but tactile nuance, safety near skin, and variability prevent reliable full automation.

Assess the condition of clients' hands, remove dead skin, and massage hands.

AI: Partial - Partial — image analysis can support assessment, but removing dead skin and providing therapeutic massage require human tactile judgment and fine motor control.

Roughen surfaces of fingernails, using abrasive wheel.

AI: Partial - Partial — mechanical roughening with an abrasive wheel can be automated in limited scenarios, but variability in nail condition and safety concerns limit full automation.

Treat nails to repair or improve strength and resilience by wrapping.

AI: Partial - Partial — nail wrapping involves delicate layering and judgment that current automation can assist with but cannot consistently perform end-to-end in real-world salons.

Extend nails using powder, solvent, and paper forms attached to tips of customers' fingers to support and shape artificial nails.

AI: Partial - Partial — multi-step nail extension techniques require precise manual sequencing and adaptation to individual nails, so automation exists only in limited, controlled setups.

Polish nails, using powdered polish and buffer.

AI: Partial - Partial — basic polishing and buffing can be mechanized, but achieving high-quality, nuanced salon finishes and designs still depends on human skill.

Whiten underside of nails with white paste or pencils.

AI: Partial - Partial — whitening the underside of nails is very fine, proximity-sensitive work that automation can assist with but not fully replace safely and reliably in typical salon conditions.

Decorate clients' nails by piercing or attaching ornaments or designs.

AI: Partial - Decorating nails with piercing or attaching ornaments requires fine, delicate physical manipulation—AI can assist (e.g., printers) but cannot fully perform all manual ornament attachment reliably as of 2025.

Clean and sanitize tools and work environment.

AI: Not automatable - Cleaning and sanitizing physical tools and environments are manual tasks requiring physical action and compliance oversight that AI alone cannot execute autonomously.

Apply undercoat and clear or colored polish onto nails with brush.

AI: Not automatable - Applying polish with a brush requires fine motor control, force modulation, and real‑time tactile feedback that AI cannot perform autonomously in typical salon settings by 2025.

Shape and smooth ends of nails, using scissors, files, or emery boards.

AI: Not automatable - Shaping and smoothing nails involves precise manual dexterity, tactile assessment, and safety considerations that AI cannot carry out autonomously as of 2025.

Prepare nail cuticles with water and oil, using cuticle knives to push back cuticles and scissors or nippers to trim cuticles.

AI: Not automatable - Preparing and trimming cuticles requires fine tactile control, hygiene judgement, and safety oversight that AI systems cannot perform autonomously.

Prepare customers' nails in soapy water, using swabs, files, and orange sticks.

AI: Not automatable - Preparing customers' nails with soapy water and manual tools is a hands‑on service needing human touch and real‑time adjustments that AI cannot perform autonomously as of 2025.