Automating sales reports
The report gets built on Friday afternoon or Monday morning. Someone downloads a file from the online shop, another from the ad platform, a third from the CRM, stitches them together in a spreadsheet, fixes the formulas that broke when a column was added, and emails the finished file. A week later they do exactly the same again.
How much this process costs you a year
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This process costs you
Realistically you will recover from PLN 0 to PLN 0 a year
Here is the math: salary times the employer cost multiplier 1.2 divided by 173 hours a month gives the hourly rate. That rate times the hours in a year gives the cost of the process. From the recovery we take a band of 40% to 70%, because part of the time recovered on paper comes back as supervising the automation and handling exceptions. This is a deliberately conservative range, not a promise.
Where the hours go
Manual reporting costs you three times. Once when collecting the data, again when stitching it into a coherent whole, and a third time when fixing whatever has drifted out of line. On top of that come the questions the report does not answer, because it was built a week ago and nobody fancies building it a second time.
The biggest cost, though, is in decision-making. A report produced once a week means that for six days decisions are made on outdated numbers. When the report refreshes itself, the question “how did we do?” stops being a job for someone.
What automation does
Data is pulled from every source on a schedule and lands in one place in a consistent format. Making it consistent is the most important part here and usually the most labour-intensive: the same product category, the same period and the same definition of revenue across all sources. Without that, the report adds up numbers that must not be added together.
The report itself stops being a file sent by email. It becomes a view that is always up to date, and a weekly summary lands in an inbox or a messaging app at a set time. People add interpretation instead of copying columns.
What it costs and when it pays back
Implementation usually falls between 2,500 and 8,000 PLN. Where it lands in that range depends on the number of sources and how much their definitions differ. Three shops on the same platform sit at the bottom; an online shop, an ad platform, a CRM and a spreadsheet kept by hand by a sales rep sit at the top, because that last one has to be tidied up first.
Payback comes in 3-6 months. The calculation is based on the rates of the managers and analysts whose valuable time stops being wasted on gluing data together by hand.
Contractors working with these tools
This process is most often built with the tools below. Click to see vetted specialists with their rates, availability and references.
Frequently asked questions
Usually 2,500 to 8,000 PLN as a one-off, within the platform's automation range of 2,000 to 20,000 PLN. The price rises with the number of sources and with how much tidying up they need first. The visualisation tool itself is a separate cost, usually a subscription.
With a few sources, an integrated database or a well-organised spreadsheet is enough. An advanced data warehouse makes business sense at large scale and a multi-year history.
A well-designed report plans for this from the start: adding a source is a configuration change, not a rebuild. It is worth asking about this in the quote, because a solution built for exactly the three sources you have today can be cheaper now and more expensive a year from now.
Report automation recovers 40-70% of the time previously spent manually joining tables, freeing analysts' capacity for business conclusions.