About MakeFit AI
The Sampling Tax shouldn't be the cost of getting fit right.
UK apparel SMEs routinely cut, sew, and ship physical samples just to find out a garment's fit, fabric behaviour, or construction has a problem. It's a slow, expensive way to catch what a structured technical review could flag before a single sample is made. Larger manufacturers run this kind of readiness check in-house, with dedicated technical teams. Most independent brands and small suppliers don't have that team.
MakeFit AI is that readiness check, made accessible: a guided technical intake and an AI-assisted Garment DNA report that surfaces construction risk, fit prediction, and compliance notes before you commit to production. It's not a replacement for physical sample testing, but a way to walk into it with fewer surprises.
What we build
A structured spec intake, an 11-section Garment DNA report, deterministic UK size grading, and export tooling (PDF, Excel, share links) built specifically for apparel manufacturing readiness, not a general-purpose AI wrapper.
Who it's for
Independent fashion brands, uniform & workwear suppliers, e-commerce apparel brands, and textile manufacturers: see our solutions page for how each uses it.