Atelier Wardrobe.
A personal stylist that fits in my pocket. I built it for myself, to turn a one-off styling consultation into judgement I could actually carry into a shop.
A look the app composed and laid out, on-profile, from three taps.
The advice was good. Carrying it wasn't.
I had the consultation done properly: a professional colour and style report. Cool Winter, straight build, the exact palette that works and the one that doesn't. Real, specific, genuinely useful. And almost impossible to use in the moment.
Standing in a store, or three tabs deep in an online checkout, I could never remember whether this particular grey ran cool enough, whether that tan would drain my face, whether the cut suited a straight frame. The judgement existed. It just was never there when the decision was, and I'm time poor.
Hand the judgement to something that never forgets.
So I loaded the whole report into an AI and let it hold the rules for me. I photograph one garment and it returns a verdict: buy, maybe, or skip. A score out of a hundred, a breakdown across colour, cut, simplicity, material and that hard-to-name quiet-luxury quality, and the reasoning behind the call. Not a vibe. An argument.
The verdict — same coat, two colours
A textbook old-money charcoal topcoat: clean, cool, quiet, and cut exactly right for a straight frame.
- Charcoal sits squarely in my best palette: cool-toned, muted, clean rather than muddy.
- Structured shoulder, straight lines, single-breasted, knee-length. Exactly what a straight build needs.
A beautifully made coat in exactly the wrong colour for my cool, muted colouring.
- Camel is a warm, Autumn colour. On a cool complexion it drains and yellows rather than flatters.
- The cut is genuinely good. The failure here is purely the colourway, and the app says so.
Same coat, two colours. A confident buy and a flat skip, each with its working shown. It has opinions, and it can defend them.
My colours, held for me.
Underneath every verdict sits the palette itself. I spin it, and it reads the colours that pair on-profile, the metals that work, and the ones I should leave on the rack. The whole report, turned into something I can actually use.
This is the app's own wheel, running live. Spin it, tap a wedge, or tap a pairing.
The colour engine, live: the same logic that sits under every verdict.
See it on me, before I buy it.
But judging a garment is only half of it. The other half is whether it actually looks right on me. We buy online without knowing whether a thing will fit, suit us, or just look wrong in the flesh. So the app dresses me: I add the pieces, and it renders them on me, styled to my profile, before I spend a cent.
Save the time. Save the returns. Save the money.
One wardrobe, one person
The base photo
Smart casual
Business
Weekend↔ Drag sideways. The same figure, dressed by the app for different occasions.
Refined by the person using it.
This was a challenge to myself before it was a product: could I build something genuinely usable, a tool I would reach for every day? Because I was the only user, it kept getting sharper. More functionality, tighter flows, an interface I tuned as I lived with it, version after version.
- iShould I buy? A verdict on a single garment, with the score, the breakdown, and the why.
- iiDress me & Inspire. The pieces rendered on me, and full looks composed on-profile from a scene.
- iiiPalette. The colour report as a live wheel: pairings, combos, metals, and the colours to avoid.
Refined dark, quiet luxury. An interface tuned by the person living with it.
Which is exactly how OTW thinks.
This is where OTW was born for me. Notice an everyday, ordinary problem. Get creative about it. Build the thing that fixes it, then keep refining until it's genuinely good.
Atelier Wardrobe was never a client brief. It's the instinct behind every build I take on: that most of the friction in a day is solvable, if someone bothers to sit down and solve it.
See the rest of the work.
Got a problem worth solving?
That's the whole job. Tell us what's slowing you down, and we'll build the thing that fixes it. A short call, no obligation.