Nail Care or Manicure

The work surface is a fingernail. A manicurist files, pushes back cuticle, trims, buffs, and applies polish in thin coats, all within a few square centimeters, while holding a client's hand steady. Gel and acrylic add a lamp cure and a brush that has to shape product before it sets. Precision at this scale, on a living hand that moves slightly with every breath, is a hard target for a robot.

Our head camera is close enough to show the file angle, the cuticle tool pressure, the brush loading, and the polish being pulled to the edge without flooding the skin. It also records the hand positioning: how the manicurist holds a finger, rotates the hand, and braces their own wrist on the table. Fixed cameras at the station cover the client, the lamp, and the workspace from above.

A manicurist watches and adjusts continuously. They see a ridge and buff it. They thin a coat that went on heavy. They catch polish on the skin and clean it with a brush before it cures.

Appointments are delivered as episodes with steps labeled in plain language, such as "shape nail", "push cuticle", "apply base coat", and "cure", each tagged for success or failure. Hand and tool tracking can be included. The output is shaped to your schema and written to your bucket. Technicians and clients are consented and paid.

Request a sample and we will send one within a business day.