AI app for product development · no coding needed
Monthly Personal AI Tailor
A subscription that learns your exact body and style preferences over time, delivering a perfectly fitting garment every month without any measuring tape or in-person visits.
Made for: Busy professionals who hate shopping and value fit
What it does for you
The problem
Off-the-rack clothes rarely fit and custom tailoring is slow, costly and inconvenient.
What it gives you
One custom garment per month, fit rating feedback loop
What you give it
Three smartphone photos in form-fitting clothesstyle preferencesoccasion details
How it works, step by step
- Extract body measurements from three photos
- Build a 3D body model
- Generate garment patterns from style inputs
- Offer design variations with fit adjustments
- Place on-demand manufacturing order
- Collect post-delivery ratings for learning
What you see on screen
- Photo capture
- style conversation
- design options
- order status
Build it yourself with your AI system
Build this app yourself, no coding needed
Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.
Sign in to see how to build it yourself
Build a quick version to try, or get the full app pack for Monthly Personal AI Tailor with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.
4 Have it built for you days to a few weeks
Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Monthly Personal AI Tailor with you.
What's in the app pack
Included in the Complete AI Training membership.
- The building instructions your AI follows, step by step
- The questions your AI will ask you about your business before it starts
- A clickable demo you can open in your browser, to see how it should work
- A detailed blueprint of the screens, the information it keeps and the checks it runs
Become a member to get the app packAlready a member? Sign in
The files, for the technically curious
- START-HERE.mdHow to build it with your own AI (read first)3 KB
- README.mdOverview and links1 KB
- questions.mdQuestions to answer before you build3 KB
- prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare22 KB
- prompt-vps.mdThe same build on your own server (Docker)22 KB
- spec.jsonData model, API, AI pipeline, acceptance criteria12 KB
- demo/index.htmlThe working demo on sample data192 KB
Questions
Do I need to know how to code?
No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.
What does it cost?
The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.
How long does it take?
The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.
Can I change it to fit my business?
Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.
More detailsHow the AI works, safeguards and what to build first
For busy professionals who hate shopping and value fit, turn smartphone photos, style preferences and occasion details into a perfectly fitting custom garment delivered monthly. Address the recurring problem: off-the-rack clothes rarely fit and custom tailoring is slow, costly and inconvenient. The value hypothesis is a convenient, affordable and accurate alternative to traditional tailoring; the pilot must establish whether the fit quality and subscription model are compelling.
Take three photos, upload them, have a style conversation, review generated designs, confirm fit tweaks, place order, and rate the delivered garment. Start with smartphone photos and style preferences and finish with a custom garment delivered monthly and a fit rating.
How the AI works
Use computer vision to extract measurements and build a 3D body model, generative AI to create garment patterns and design options, and a language model for the stylist conversation. A human fit expert reviews the generated pattern and measurements before manufacturing to ensure accuracy.
Safeguards
Limit photo uploads to three per session, require explicit consent for body data processing, allow users to delete their body model and history, and ensure the AI does not generate garments outside approved style categories or fabric options. A human fit expert must approve every pattern before manufacturing.
What to build first
One buyer: busy professionals. One use case: custom button-down shirts. First two modules: photo-to-measurement pipeline and simple style preference input via text and color swatches. Manual review of measurements and patterns by a fit expert before sending to a small-batch manufacturer.
What it can connect to
Payment gateway, shipping carrier API, on-demand manufacturing partner system, and a customer relationship management database for style and fit history.
The screens in detail
Use a guided photo capture flow with on-screen instructions, a chat interface for style preferences, a gallery of generated design options with fit tweaks, and a simple order tracking view. Let users rate each garment after delivery. Display measurement progress, design approval and shipping status. In this product, the first view is photo capture, followed by style conversation, design options and order status.
