Most people hesitate because they cannot picture the shape of it. Data work has a reputation for long discovery phases and a report at the end, and nobody wants to sign up for that again.

Our first month is short and it produces something you can use. Here is how it runs.

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The first conversation

An hour, no deck, no proposal.

We ask how decisions actually get made. Where the buy gets decided and who signs it. Which numbers people argue about in meetings. What breaks when a season lands badly. Where the team spends time on work they know a machine should be doing. What growth is doing to all of it.

You leave that conversation with a written list of the problems we heard, ranked by what they are costing you. That list belongs to you whether or not we work together. If two or three of them are worth fixing, we scope those and quote them. If none of them are, we say so.

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What we need from you

Access is the thing that delays these projects. The build is fast. Waiting three weeks for a password is not.

Before we start we need read access to the systems that matter for the first problem. Usually that means the ecommerce platform, the accounting system, the warehouse or 3PL feed, the order book, and the ad accounts. We also need a cloud account in your name, or ten minutes to set one up with you.

On the people side it is light. One person who can answer questions about how things work, a few hours a week. One person in finance who can approve what counts as revenue and what sits inside margin. Someone senior who wants this to happen.

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Weeks one to three

Week one we connect the first sources and look at what comes back honestly. This is where the surprises live. Product names that do not match across systems, costs sitting in the wrong account for one market, returns recorded two different ways. We write down everything we find and show you.

Week two we settle the definitions with your finance lead and write them into the pipeline. Revenue, customer, margin, channel. Once, properly, so every report after this agrees with every other one.

Week three the first report runs on its own. We pick the one that costs your team the most manual hours, usually a weekly commercial pack or a stock and coverage view.

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Where you are at week four

You have a warehouse in your own cloud account with the first sources flowing into it. One report that a person used to build now builds itself. The definitions behind it are written into the pipeline where they cannot drift.

Your team has had a walkthrough of how it was built, not a handover document. They know where the code lives and how to read it.

And you have a ranked list of what to build next, with what each one costs and what we think it returns.

Four weeks is enough to know whether this works and whether you want to keep going. That is the point of running it this way.

If the answer is no, you keep the warehouse, the report, and the definitions. Nothing we build is locked to us.