Smart Fit.
Perfect Style.
MakeFit AI decodes garment anatomy at the measurement level, eliminating sizing guesswork, slashing return rates, and accelerating design-to-shelf cycles for UK apparel SMEs that refuse to compromise.
Trusted by UK apparel SMEs across fashion, uniform & workwear, and textile manufacturing
Season Overview: SS 2026
Garment DNA Score
Failure Risk Index
Speed-to-Market
Fit Accuracy by Region
Core Platform
Four engines. One intelligence layer.
MakeFit AI integrates seamlessly into your existing production workflow, delivering garment fit intelligence at every stage of the manufacturing lifecycle.
Garment DNA Fingerprinting
A structured 7-module intake covers garment identity, fabric & material, construction detail, measurements & fit, and wash & care. It captures the technical spec that actually drives fit outcomes, instead of a single free-text description. Every report includes a deterministic, rule-based UK size-grading chart across your full size range, generated from your entered measurements.
AI Clarification Engine
Every completed report includes a 0–100 Garment DNA Score and a full 11-section readiness breakdown: construction risk mapped seam-by-seam, failure-risk simulated across four modes (shrinkage, seam stress, pilling, colorfastness), and a pre-production checklist. All of it generated from your spec before a single sample is cut.
Failure-Risk Simulation
Every report includes a pattern schematic rendered directly and deterministically from your construction and measurement data, alongside a seam-by-seam construction risk map flagging high/medium/low risk zones with a plain-language rationale for each. You see it before a sample is cut, not after.
Compliance Reporting
Every report includes a compliance notes section checking your spec against named standards, including BS EN ISO test methods and UK EPR textile requirements, each flagged pass/flag/fail with a source citation. White-label compliance exports are available on our Manufacturer Governance plan.
Who it's for
Built for the whole apparel supply chain.
The same Garment DNA engine, tuned to what each part of the chain actually needs from it.
Independent Fashion Brands
Validate fit and construction risk before you commit to a production run. The guided intake and Garment DNA Score give a small team the same pre-sample readiness check a larger house would run in-house.
Uniform & Workwear Suppliers
Durability and compliance sit at the centre of workwear specs. The compliance notes section checks your spec against named standards, and the failure-risk simulation flags wear-and-tear risk zones before bulk cutting.
E-commerce Apparel Brands
Size-grading confusion is a leading cause of returns. The deterministic UK size-grading chart and per-size fit prediction give your team a consistent reference across your whole size range, not a single sample fit.
Textile Manufacturers
Forward a clean, structured spec to your production partners: export the full report as a PDF or Excel workbook (Production Pro and above) formatted for the factory floor, not a webpage printout.
Get Started
Request a Demo
Our solutions team will map MakeFit AI to your specific supply chain and schedule a live walkthrough within 48 hours.