EXPOSED
Stripping, sanding, staining, grain-filling, spray-lacquering and hand-rubbing furniture is physical work on irregular, one-off surfaces that language models cannot touch and current robots handle only on flat, repeatable factory panels. The real pressure is not AI but industrial flat-line finishing cells and imported pre-finished goods, which have already hollowed out the volume tier of this trade. What survives is restoration, antique repair, color matching to an existing piece, and custom high-end work — none of it licensed, but all of it dependent on eye, hand, and a customer who wants that specific chair saved.
Tasks largely resist digitisation. Matching a 1930s walnut veneer's amber tone by mixing dye stains, feathering a burn-in stick into a gouge, and knowing when a hand-rubbed shellac coat is ready to cut back are judgments made through fingertip drag and raking light — a 16 rather than a 19 because flat-panel spray, sanding and UV-cure lines have genuinely absorbed the repetitive case-goods work.
Hands-on in uncontrolled environments. You are bent over a carcass with a random-orbit sander, kneeling to reach chair stretchers, running a spray gun at a set distance around curved legs, and stripping with methylene-chloride or caustic paste in a booth — no two pieces present the same geometry, which is why this sits at 17 and not at the 12 of a machine-tender who feeds one shape.
No licence, no signature requirement. Nothing here requires a licence: the constraints on you are OSHA respirator fit-testing, EPA/NESHAP rules on solvent emissions and flammable-storage codes, and those bind your shop owner, not a credential in your name that a competitor cannot obtain.
Some relationship component. At 9, the relationship matters when a customer hands over grandmother's dining set or a designer sends the same repeat spec work through a shop, but most volume arrives as a work order from a manufacturer or dealer who never learns your name and rebids on price.
Meaningful discretion. You decide whether a finish gets stripped or scuffed and recoated, whether a veneer blister is glued or patched, and how much original patina to sacrifice — real calls with money and irreplaceable pieces on them, but made inside known trade procedure and usually reviewable by a shop lead before the customer sees it.
Has AI actually changed your work?