/ Work

Proof that ships.

One live build, the number it moved, and the disclosure that goes with it. No borrowed logos, no invented metrics, no benchmark dressed up as a result.

Cotton Studio

/ Clothing · D2C · shipped in the 7-day sprint

The clothing store that sells while nobody is watching the DMs.

A store rebuilt from scratch in a week, with AI staff wired in behind it — and the only measured before-and-after we currently have.

5.5×
Sales after the new store went live and the Launch7 agents started answering behind it. Measured against Cotton Studio's own trading before launch — not against a category average, and not a projection. One business, one category, and it is also the brand we test on. All three of those things are true at once and we would rather print all three.

Before

A good brand doing its own admin.

Cotton Studio was selling on Instagram and word of mouth, which worked right up to the point where it did not scale. Product questions arrived at every hour — size, fabric, price, is this back in stock — and every one of them was answered by a person, eventually.

Orders were confirmed by hand in a chat thread. That is fine at ten orders a week and quietly expensive at fifty: the ones that arrive while you are asleep go cold, the COD confirmations that need a second nudge do not get one, and the customer who bought in March never hears from anybody again.

There was no shortage of demand. There was a shortage of hours in which somebody could respond to it.

After

A storefront that closes, and staff that never clock off.

Seven days from kickoff, the new store was live. Custom-coded around their actual products — not a theme, not a page builder — with photography given room to work, a product page that answers the size-and-fabric question before it gets asked, and a route into WhatsApp from every single one of them.

Behind it, the agents. Product questions answered from the real catalogue in seconds, at any hour, in whatever language the customer wrote in. Unconfirmed orders chased before they went stale. Carts abandoned at checkout followed up once, properly, rather than never.

The owner did not get a dashboard to learn. They got their evenings back.

/ Front of house

The website

  • Custom-coded from scratch — every page built around their catalogue, not fitted into someone else's template
  • Product pages that answer sizing, fabric and delivery inline, because those are the three questions that were arriving by DM
  • One route out of every page: straight into WhatsApp, where this brand's customers were already buying
  • Built to load fast on a mid-range Android phone on mobile data, which is what the traffic actually is
  • Structured so agents could be wired in behind it later without touching the front end

/ Back of house

The automation

  • A service agent answering stock, price, size and order-status questions from the live catalogue — Hinglish included
  • Order recovery: unconfirmed COD orders chased on a schedule, abandoned carts followed up once
  • Every product enquiry logged against the customer, so the second conversation starts where the first one ended
  • Handoff rules the agent cannot override — when it is not sure, it stops and a person picks it up
  • A silent run against their real messages first, drafting replies nobody sent, until the owner had read what it would have said

“The store converts more than anything I asked for.”

5.5×Sales, against their own pre-launch baseline
7Days, kickoff to live
100%Custom-coded
24/7Hours the store is staffed

What that number is, and what it is not. 5.5× is the change in Cotton Studio's own sales between the period before the rebuild and the period after it, with both the new store and the agents live. It is not isolated to the AI alone — the site changed at the same time, which is the point of shipping them together, and we are not going to pretend we ran a controlled experiment on a real business's revenue.

It is also one business, in one category, that we are connected to. A single result is a reason to take a call, not a promise about yours. When we have a second and third measured build, they go on this page with their method next to them — and if one of them is flat, that goes here too.

/ The part most agencies leave out

We have been the customer of our own AI.

Cotton Studio is also our testbed

It is a brand we are connected to, and we use it to run new agents before anyone else gets them. Every agent we build runs on our own customers first. We would rather tell you that than have you find it out — including on the page where it is carrying our best number.

Which is why there is exactly one number here

We are early on the AI side and building the rest of these case studies in public. A figure on this page means we measured it, on a real business, over a real period — not that we found a benchmark that sounded good. That is why there is one, and not eleven.

/ What every build includes

The same seven days, every time.

The process does not change because the project is bigger. Only the scope does — and the seventh day is a start date, not a finish line.

1

Day 1

One sixty-minute call: your offer, your buyer, where enquiries go cold.

2

Day 4

You see the real build, not a mockup, while there is still time to react.

3

Day 7

Live. Site up, agent answering — or ₹10,000 comes off the price.

4

Month 1+

The Run: we keep it working, and send one report on the 1st.

Want to be the next one on this page?

Send us where to look — your site, your Instagram, your inbox. Sixty seconds back within 48 hours, showing exactly where customers are slipping past you.

No commitment • Free • Yours to keep either way

5.5×Best measured result
1Live build, disclosed
0Invented metrics