Excel is your most expensive system
The most expensive system in an e-commerce company rarely appears in the budget. It has no clear owner. It has no release notes. It was never procured. It lives in folders, Slack threads, emails, Drive, Teams and on the desktops of three people who "just sort it out". That system is called Excel.
Excel as a production system
Excel is brilliant. The problem is not the spreadsheet. The problem is when Excel becomes the operational hub between PIM, ERP, e-commerce platform, warehouse, finance, wholesale, marketing and management. At that point it is no longer analysis. It is production.
In many e-commerce companies, the week starts with an export. Someone downloads order data. Someone else pulls product data. A third person compares stock levels. Then everything needs to be cleaned, matched, checked and packaged into a report that can be trusted. At best, this takes a few hours. At worst, the report is ready when the decision should already have been made.
It looks cheap because the work is spread out. An hour here. Three hours there. A Friday afternoon. A "quick double-check" before the meeting. But when you add it up, the Excel system is often more expensive than the SaaS tools it tries to compensate for.
The cost is not just time
It sits in waiting, errors, rework and lack of trust.
When a report requires manual handling every week, the organisation starts doubting the numbers. When product data moves between systems via files, every change becomes a risk. When the wholesale team has its own version of the truth and finance has another, the discussion shifts from decisions to reconciliation.
From spreadsheet to command centre
This is exactly the type of problem where owned software often beats yet another SaaS.
Not because everything should be built from scratch. Not because Excel should be banned. But because certain recurring tasks have become too important to live in manual files.
A first lights-out project often starts there:
- Which report or view is created manually every week?
- Which systems is data pulled from?
- Where do errors or delays occur?
- Which person holds the silent knowledge of how everything actually fits together?
- What would happen if the flow became a living workspace instead?
It does not need to be big. An Entry project can go a long way: read from five sources, write back to one system, display a shared view and log what happens. What used to be a spreadsheet becomes a command centre. Not a replacement for the entire system landscape, but an operational layer on top of it.
The difference is simple. Excel describes the situation after someone has done the work. A command centre helps the team do the work.
When the report becomes a production surface, the team can move from "is this number right?" to "what do we do now?". That is where the value is created.
The first question is therefore not which AI model you should use. The first question is: which spreadsheet in your business is actually a system waiting to be built?