Issue No.01 · The AI decision engine quarterly

One model. Every checkout decision.

Osmo replaces five separate Shopify apps — discounts, upsell, gifting, shipping, winback — with a single decision engine that learns from your own traffic and posts a price in thirty‑eight milliseconds.

Live across
412 merchant stores
Region
Asia‑Pacific · 11 countries
Ouji Tea HERON&CO. MONO/HOME Atelier Une Koshiro°
Live · one checkout, one decision

The engine posts a price in thirty‑eight milliseconds.

Every shopper triggers the same five-step loop — read, list, score, show, learn — and every outcome teaches the next shopper. You see what Osmo did, what it chose against, and why, in your dashboard.

osmo · live decision · in your store
38ms
A real shopper, just now
In the cart: 2× merino crew ($48) · 4th visit, has bought before · usually buys at full price · margin on this cart 34%.
Seven offers Osmo could show
show nothing
5% off
10% off
free socks
free shipping
add a scarf · $22
bundle: buy 3 get 1
Expected margin per shopper
add a scarf
+$8.40
free shipping
+$5.40
5% off
+$2.70
show nothing
+$0
What the shopper sees
"Complete the look" — add the merino scarf for $22
Expected margin · +$8.40 · 74% confidence
The status quo

Five apps making five uncoordinated bets.

Every Shopify merchant stacks the same five plugins — a discount app, an upsell app, a gifting app, a shipping threshold app, an email winback app. Each one optimises its own KPI. Together they cannibalise each other's margin, double‑discount the same shopper, and no one can tell you why revenue moved last week.

2.5 %

of Shopify stores run any real personalisation today.

5 +

single‑purpose plugins per store, on average.

0

of them share state with the others.

The answer

A single engine, trained on your own cart.

Osmo sits inside the Shopify checkout extension and, on every page load, picks the one action most likely to lift contribution margin — a percent off, a free gift, a free‑shipping nudge, or nothing at all. It learns from the outcome within the hour.

In this issue

Four stories.

Ready when you are

Install takes three clicks.

Free for fourteen days. No credit card. Uninstall cleans up every surface.