EXPOSED
This is hand-work — brushing, spraying, staining, stenciling, and hand-decorating products like ceramics, glassware, furniture, signs, and cakes — so language AI barely touches it directly; the threat is automated spray booths, robotic coating lines, pad printers, and digital decal/UV printing that already replace repetitive finish passes at volume. What survives is small-run, custom, and touch-up work where fixture cost exceeds labor cost and where a human eye matches color, blends a repair, or hand-detailed an irregular surface. No license, no sign-off, and buyers rarely know who applied the coating, so there is no regulatory or relationship moat.
Mixed — a routine tier and a judgment tier. At 11 the split is real: repetitive flat-surface coating on ceramics, glass, and furniture already runs through robotic spray cells, pad printers, and UV decal lines at volume, but blending a touch-up into an existing finish, hand-striping an irregular curve, or stenciling a one-off sign still needs a person holding the brush — that mix of already-gone and still-needed puts it mid-band rather than at 6 or 15.
Hands-on in uncontrolled environments. 15 reflects that the work is entirely wrist, eye, and lung — loading parts, holding a spray gun at consistent distance and angle, sanding between coats, working in booths with solvent vapor and PPE — and while a booth is more controlled than a construction site, part geometry, humidity, and dust variability keep it out of the fixed-jig band.
No licence, no signature requirement. 1 is right because nothing here requires a credential: no state licence to spray lacquer, no stamped sign-off on a finish, and the OSHA and EPA obligations for solvent exposure and VOC emissions land on the employer's permit and ventilation compliance, not on the person operating the gun.
Anonymous artifact production. 5 sits at the top of the anonymous band because a decorating shop's repeat customers may ask for the one worker who nails a particular glaze or gold-leaf line, but the buyer of the vase, cabinet, or cake sees only the finish and never learns whose hand applied it.
Executes defined procedures on defined inputs. 5 matches work run to spec sheets — specified paint, mil thickness, cure time, number of coats — where discretion is mostly deciding when a surface is clean enough or a coat has flashed off, and a wrong call means rework or scrap, not injury or liability.
Cooks, Restaurant EXPOSED
Has AI actually changed your work?