Getting Your Month-End Back

The work is assembly, not analysis

Ask a finance or operations team what month-end involves and the answer is a sequence: export this, export that, reconcile, format, distribute, then explain the variances. Only the last part needs a person.

The first four steps are mechanical, repetitive and deadline-driven, which is precisely the profile of work that automates well.

Start by writing down the recipe

1. Every source, named, with how the data is currently obtained
2. Every transformation, including the ones done by hand in a spreadsheet
3. Every check performed, including the ones nobody documented
4. Who receives what, in which format, and by when

The undocumented manual adjustments are the interesting part. Nearly every month-end contains a step like “then we move the intercompany entries” that exists only in one person's head, and that step is the real project.

Automate collection first

Pulling data from each source on a schedule removes the largest and least interesting chunk of the work. It also removes the dependency on one person being available on the third working day.

Store the raw extracts as well as the processed output. When a figure is questioned three weeks later, having the original is what lets you answer in minutes.

Build the checks in, and make them loud

This is where automated reporting becomes better than manual rather than merely faster. Encode the reconciliations that a careful person does and the ones they skip when rushed.

• Totals agreeing between sources, to the penny
• Period-on-period movements outside an expected band, flagged rather than hidden
• Record counts against expectation
• Missing data for any entity that reported last month
• A visible statement of what was checked and whether it passed

Distribute it without a person

Generated on schedule, formatted consistently, delivered to the right people in the format each wants — a PDF for the board, a spreadsheet for the analysts, a short summary in a message for everyone else.

The summary version is the one that gets read. Two or three numbers with a comparison and a link to the detail beats a forty-page pack that sits unopened.

Keep the commentary human

Automate the numbers, not the explanation. Why revenue moved, what the variance means, what is being done about it — that requires knowing the business.

The point of the automation is that the person writing the commentary has time to think about it rather than spending three days assembling the figures it describes.

Frequently asked questions