An ecommerce operating team, built for one business
Five agents watch your storefront, your orders, your customer conversations, your ads and your money. They read one record, so they can answer a question that crosses all five.
Then they bring you the change, with the evidence attached, and wait for you to press.
Built to grow revenue.
Designed to protect margin.
The counter
#AH-24821
Held · no landmarkCallie is on the call.
Nothing prepared yet.
Needs your decision
illustrative build · synthetic data
The system is the same. Only the example changes.
The team
Five agents. Each one is responsible for a different part of the operation.
The team, at the counter
Add this installation answer to the 120W product page?
illustrative build · synthetic data
What that gets you
Three things change on the day this starts running.
A question customers keep asking that your product page never answers. A campaign that looks profitable at the click and expensive at the door. A product that earns less than it appears to, once the returns come back and the freight settles.
None of that is new demand. It is revenue already inside your business, going out a side door.
The reason an order is held is on the order. The call that explains it is on the order. The change that fixes it is on the order, already written out.
You are not opening five tabs and a spreadsheet to work out what happened. You are reading one row and pressing one button.
Flagged to fixed · one screen, one press
Your agents read every order, every message and every campaign as they happen. Overnight, over a weekend, over a week you spend somewhere else.
Nothing is changed while you are away, with one exception. If a customer asks where their order is, Callie answers them. That is the only thing in this whole system that happens without you.
So the morning after is a few minutes of pressing, not an hour of catching up.
Overnight · 3 orders held · 1 campaign flagged · 1 margin alert · all waiting for you
The counter
One place to ask, because every agent writes to the same record.
At the counter
Typed at the counter
Why did Delhi cost us more this month?
Reading…
Proposal
Nothing prepared yet.
That change lands in your storefront. That is a different system from every one the question came from.
illustrative build · synthetic data
Margo: I don't have your reverse freight cost. I'm not going to estimate it.
A number with no definition behind it cannot be quoted here. That is a rule in the code, not a preference.
It proposes. You press. Every time, without exception.
How a decision gets made
One order, followed from the moment it is held to the receipt at the end.
One order, all the way through
#AH-24821
Held · no landmarkillustrative build · synthetic data
Permissions
Almost nothing. Here is the whole list.
| Agent | Reads | Does without asking | Waits for you | Never |
|---|---|---|---|---|
| Stella | Sessions, catalogue, order history | Nothing | Product page and storefront changes | Invents stock, a price, or a delivery date |
| Orla | Orders, customers, history | Sets a risk score, and writes the reason for it | Holds a shipment. Amends an address | Holds a shipment silently |
| Callie | Orders, risk, customer, the product manual | Sends a customer a message about their own order | Any campaign send | Makes a promotional call. Guesses at a step that isn't in the manual |
| Ada | Ad performance, comments | Drafts creative. Drafts a reply | Publishes anything. Any campaign change | Changes a campaign without a human press |
| Margo | Everything financial | Nothing | Nothing. Margo only reports | Reports a margin built on a cost nobody supplied |
| the counter | Everything | Writes a proposal | Every action, without exception | Executes anything on its own |
Stella
Orla
Callie
Ada
Margo
the counter
There is exactly one thing in this system that happens without you: Callie sends a customer a message about that customer's own order. Everything else waits for a press. Here is the whole table.
This table is part of the build. If it changes, you see it change.
Coverage
Ads, margin and the storefront, read against the same orders.
Margo reads the sale, the settlement, the return and the freight, and tells you what is left when they have all arrived.
Margin after returns, product level
200W with camera
−₹41,800 after returns
Jaipur · Broad
12 of 31 orders came back.
You paused · Ada flagged
Ada reads spend against what actually stayed sold, not against what was clicked.
What one customer had to ask on the phone becomes an answer on the page, waiting for you to approve it.
Add this installation answer to the 120W product page?
From Callie's call on #AH-24817
Nothing applied yet
Integrations
Every system it touches writes to the same record. That is the whole product, in one line.
Read by Ada
Meta
Instagram
Google Ads
YouTubeRead by Stella
Shopify
WooCommerceRead by Margo
Razorpay
Stripe
PayPalRead by Orla
Read by Callie
WhatsApp Business Platform
TwilioRead by Orla
Blue Dart
DHLRead by Callie and Orla
Read by Orla and Margo
Read by Margo
Read by Callie, then Stella
The answer that customer needed changes the page the next customer sees.
Ten steps. One row. That is why a question about your ads can be answered with what a customer said on the phone.
These are the platforms this architecture is built to read. Connection status for each one is listed below.
The storefront
We build the store, so the record is complete from the first row.
Most tools attach to a store that was never built to be measured, and then spend their life guessing which visit became which order.
We build the storefront. So the record is complete from the first row. Which ad brought them, what they looked at, what they asked, what they paid, what came back, and what it cost.
This narrows who we are for. If you are doing serious volume on a storefront that works, with an ops stack you like, this is not the right thing to buy. We would rather say that on the first call.
Storefront craft by The Morning Beer.
we build one of these at a time.
it belongs to the business we build it for.