Your personal AI tailor, every month

The problem

Off-the-rack clothes rarely fit. You order three sizes, return two, and still end up with baggy sleeves or a tight waist. Custom tailoring is slow, costs a fortune, and requires in-person visits that you never get around to. So you settle for clothes that do not look or feel like they were made for you.

What AI makes possible now

Computer vision now extracts your full body measurements from a few smartphone photos. Generative AI creates garment patterns that flatter your exact shape, not a generic size chart. A voice agent talks to you about what you want, like a personal stylist who remembers your taste. On-demand manufacturing turns that design into a finished piece in days. The product is a subscription where each month you get one garment, made only for you, without lifting a tape measure.

How it works

1. Take three photos in form-fitting clothes with your phone. Front, side, and back.
2. AI extracts your measurements and builds a 3D body model.
3. You have a voice conversation with your AI stylist. It asks about occasion, fabric, colors, and style icons you like.
4. The AI generates a few design options. You pick one and confirm the fit tweaks.
5. Your garment is made on-demand and shipped to your door. You rate it, and the AI gets smarter for next month.

The first thirty days

Ship a subscription that delivers one custom button-down shirt per month. In the first 30 days, get the photo-to-measurement pipeline accurate, partner with a small-batch shirt manufacturer, and let customers input style preferences via simple text and color swatches. No voice yet, no complex designs. One perfect shirt, one month at a time.

How it earns

Monthly subscription. $99 for one garment, with the option to add more pieces at a discount. No inventory, no clearance racks. Margins stay high because you only make what a customer already bought.

Why now

Phone cameras and vision models are good enough to measure a body without a reference object. Generative AI can produce cut-and-sew patterns that workers can follow. On-demand factories are hungry for direct digital orders.

First customers

Professionals who hate shopping and value fit but cannot stand the time and cost of traditional tailoring. People with non-standard proportions who never find clothes that sit right on their shoulders or hips.

The hard part

Measurement accuracy from photos is not yet millimeter-perfect. A single bad fit can trigger a return that eats your margin. Quality control across a distributed manufacturing network is a real operational grind.

Build this with us

We design the measurement pipeline, the AI stylist agent, and the customer portal that learns over time. You bring the manufacturing relationships and the brand voice. A cold, honest start. Apply to build it together with Nexibeo.