Call · 15 min
AI systemsMattia Esposito3 September 20267-minute read

Monthly reporting. The numbers land on day 3, not whenever someone finds the time.

How much you invoiced, who bought, what's left in the bank, which products sold and which didn't. The data already exists, scattered across business software, bank and spreadsheets. This service pulls it together by itself and delivers a single page on a date fixed in advance.

In brief

It arrives on a date, and the date never moves. The 3rd of the month, or the 5th, or the Monday of the first full week. You set the date, and the report goes out even if a source is running late.

You pick the numbers. Five to seven, on one page. A number only goes in if, when it moves, someone does something different the next day.

The change comes already broken down. Each number sits next to last month's, with a line that tells you which part of the business the difference comes from.

This page covers a single piece of the system. The other pieces, and how we choose which one to start with, are on the services page.

What changes in practice

On day 3 the page is already on the table, and the end-of-month meeting starts with the discussion, not with gathering the figures. Nobody opens four screens to rebuild a total, and nobody asks a colleague whether this is the latest version of the file.

The second change shows up after three months and matters more: the numbers become comparable. Same definitions, same sources, same scope every month, so the change between March and April is a real change, not the result of counting two different ways.

An exact number that turns up halfway through the following month is good for telling a story. To decide, you need a good number that arrives while the decision is still open.

The delivery date decides whether the number is still any use

The gap between the end of the month and the moment the numbers can be read is something you can measure, and organisations that keep it in check have been measuring it for years. In the APQC benchmark of more than 2,300 organisations, reported by Perry Wiggins in the Metric of the Month column on CFO.com, the median monthly close takes 6.4 calendar days.

The range around that median is wide: “The top performers, or the top 25%, can wrap up a monthly close in just 4.8 days or less”, while the slowest quarter takes 10 days or more. Between the two lie five working days in which the same decision gets made either with the data or without it.

In a small business, nobody usually keeps that count, so the date slips to whenever someone has time. The difference between day 3 and day 18 isn't about how precise the number is. It's about how many decisions have already been made in the dark in the meantime.

That's why the date is fixed up front and becomes a commitment the system keeps. The report goes out regardless, and any source that hasn't come in is flagged on the page.

You choose the format

During the analysis you choose which numbers go in, and the list is kept short on purpose: 5 to 7 items on the first page. There's one test, applied to each item in turn: if this number moves, does someone do something different the next day?

You also choose how it reaches you. A web page opened from a link, a PDF attached to an email, a message with the three headline numbers and a link to the rest. The channel changes who actually reads it, so the choice depends on the habits of the people who need to read it.

The detail doesn't disappear, it moves down. Beneath the first page sit the tables by product, by customer and by channel, for anyone who wants to dig in. The top of the page keeps only what you need to decide.

What the system does, step by step

The process is the same every time, and each step leaves a log entry with the time and the source. When a number doesn't add up, you trace it in a minute rather than an afternoon.

StepWhat happensWhat you get
Collectionfrom the agreed sources

The system reads the sources agreed during the analysis, each on its own schedule and in its own format, without anyone exporting anything by hand.

Nobody spends the first week of the month downloading files from four different systems.

Reconciliationthe same rules every month

Every entry is mapped to definitions agreed once, so the same payment is counted the same way in January and in October.

The months become comparable, and a change really does mean something has changed.

Comparisonand breakdown

Each number comes with the previous month, the same month last year and a line that says where the difference comes from.

You know where to look without opening the detail, and the meeting starts from the cause.

Flaggingwhat's missing

If a source hasn't responded, the report still goes out, and the page states which figure is missing and since when, without counting it as zero.

No decision gets made on a total that looked complete and wasn't.

Deliveryon the agreed date

The page reaches the people on the list, through the channel and on the date you chose, with last month's version still one click away.

An archive that builds itself, and at the end of the year, twelve comparable months with nothing to reconstruct.

The part almost nobody builds: the change, broken down

Almost every monthly report puts two numbers side by side, this month and last, and leaves the reader to work out why they differ. That work takes longer than reading the report, and in practice it hardly ever gets done.

The breakdown does it for you. If revenue drops 9%, the page shows how much of that 9% comes from fewer customers, how much from smaller orders, how much from one customer who skipped the month and how much from a product going out of season.

It's arithmetic, not a verdict. The system doesn't say why that customer skipped the month, because the reason isn't in the data. The person who knows the customer writes it, and the page leaves room for them to do so.

The other part almost nobody builds is flagging missing figures. A report that counts an unresponsive source as zero produces a wrong total that looks like a complete one, and that's the kind of error nobody checks for.

Why nobody reads a long report

The page is short for a measured reason, not for style. Microsoft's 2025 Work Trend Index, covering 31,000 knowledge workers in 31 countries, records an interruption every 2 minutes during core hours: 275 a day.

In the same study, email weighs as much as meetings: “The average worker receives 117 emails daily”, most of them glanced at for under 60 seconds, on top of 153 chat messages on a typical weekday. A twenty-page attachment disappears into that day and never comes back out.

The practical consequence is simple: the report has to make its point in the first thirty seconds, because thirty seconds is all it really gets. Hence the single page, the five numbers and the change already broken down.

The data is already there, and fewer than half of Italian SMEs look at it

The bottleneck isn't collecting the data, it's reading it. According to Istat, Imprese e ICT, 2025, 41.9% of SMEs carry out data analysis, against 83.6% of large enterprises: a gap of more than 41 points, right on the job of reading your own numbers.

Things are moving, though, and fast: in 2023 only 25.7% of SMEs analysed their data. The same survey shows that the tool that produces the data is now widespread. In Istat's words, the use of business software grew by around 7 percentage points on 2023, reaching 56.0% in 2025.

Put the two figures together and they tell you something useful. More than half of businesses have business software, so the data exists. What's missing, in most cases, is the step that pulls it out on a set date and makes it readable.

What goes out on its own, and what waits for a person

Everything up to the finished page runs by itself: collection, reconciliation, comparison, breakdown, flagging missing figures and delivery on the agreed date. Nobody has to press anything for the report to go out on day 3.

Anything that involves interpretation waits for a person. The comment on causes, the decision that follows, and any number that will leave the business, whether for a bank, a partner or an investor, goes through the person who signs it. How we draw that line is explained on the page about the principles we build by.

Same mechanism, different name in every trade

The mechanism is the same everywhere; the 5 numbers on the first page aren't. It's worth looking at your own case, because that's where you see which number you're missing today.

SectorThe numbers that decide the monthWhere you see it
Food and agricultureand export

Orders by country and by distributor, margin by product, time between one reorder and the next, value held up waiting for paperwork.

A typical day for a small food producer who exports

Restaurantsand bars

Covers by service and by day, average spend per head, food cost as a share of sales, the gap between tables booked and guests who turned up.

A dinner service with the phone ringing unanswered

Hospitalityaccommodation and events

Occupancy and revenue per available room, direct bookings against booking sites, dates still free in high season, the value of enquiries left unanswered.

The run-up to the season for a guest accommodation business

How you tell whether it's working

With 3 numbers, agreed before we start and reviewed together. The first is punctuality: how many times out of twelve the page arrived on the agreed date, no exceptions.

The second is measured just once, before we start: how many hours it takes today to put together the same picture by hand, on a real month. That figure is yours, not a borrowed average, and it's the only one worth comparing the results against.

The third is the share of figures flagged as missing. It should fall over the first few months and then hold steady. If it creeps back up, a source has broken or changed format, and you find out from the page rather than from a customer.

What this piece doesn't do

It doesn't do the accounts and it doesn't sign anything. It prepares the management data and makes it readable, while bookkeeping, tax treatment and every choice that affects the tax return stay with your accountant.

It doesn't make up data that isn't there. If part of the work currently leaves no trace anywhere, that has to be captured first: automatic document entry takes care of incoming paperwork, and the adaptive CRM covers what happens with customers.

It doesn't do real-time data, and that's deliberate. A number checked every day swings too much to base decisions on. If you want a continuous view, the reasoning is on the Cruscotto page. Things that need to reach you the moment they happen are a different problem, covered on the page about alerts for operational deadlines.

Questions and answers

Where does it get the numbers from?

From wherever the data already lives: your business software, the till, the bank account, the stock records, your online sales channels, the spreadsheets someone updates by hand. You don't have to change any of those systems, and nothing new is imposed on you.

Where a source can be read from outside, the system reads it directly. Where it can't, we agree an export file with a fixed layout. The sources are settled once, during the analysis, and written down, so when a number doesn't add up you know where it came from.

On what date does it arrive, and what happens if a figure isn't in yet?

You set the date in advance, and it never moves: the 3rd of the month, the 5th, the Monday of the first full week. The report goes out on that date even if a source is running late.

The missing figure is flagged on the page, with which source is missing and since when, and it is never counted as zero. A report that waits for the last figure never arrives. One that counts missing figures as zero leads to bad decisions while looking complete.

How many numbers should a monthly report have?

Only a few, and you pick them. In practice, five to seven numbers on one page works, each compared with the previous month and with the same month last year.

There's one rule for choosing them: a number goes in if, when it moves, someone does something different the next day. The detailed tables are still there underneath for anyone who wants to dig in, but they stay off the first page.

Does it replace the accountant or the business software?

Neither. Your business software stays yours and remains where the data originates. Your accountant is still the only one who signs off the books, the tax treatment of documents and anything that affects the tax return, and we give no advice on any of that.

This service works at a different level. It takes the management data you already have and turns it into something readable on a fixed date, which many businesses today either do by hand or don't do at all.

How do you measure whether it's working?

With three numbers agreed before we start. The first is punctuality: how many times out of twelve the report arrived on the agreed date. The second is how long it takes today to put together the same picture by hand, measured on a real month before we start and measured again afterwards.

The third is the share of figures flagged as missing. It should fall over the first few months and then hold steady. We don't publish a percentage of time saved borrowed from someone else, because the time depends on how many sources you have and how tidy they are.

Notes on sources

  1. The monthly close figures (median 6.4 days, top quarter 4.8 or less, bottom quarter 10 or more, over 2,300 organisations) come from the APQC benchmark reported by Perry Wiggins, Metric of the Month: Cycle Time for Monthly Close, CFO.com. Two caveats. The sample is mostly large US organisations, so it isn't the reader of this page. And the column is produced by APQC itself, which sells these benchmarks. The apqc.org site doesn't respond to automated tools, so the CFO.com column is where the figure can be read.
  2. The interruption every 2 minutes, the 275 a day, the 117 emails and the 153 messages come from Microsoft's Work Trend Index, Breaking down the infinite workday. The survey had 31,000 respondents in 31 countries between February and March 2025, but the email and message counts come from Microsoft 365 telemetry, that is, from the maker of the software being measured, and they describe office work in large international organisations. The interruption counts also refer to the most active fifth of users, not the average user.
  3. The shares of businesses carrying out data analysis (41.9% of SMEs, 83.6% of large enterprises, 25.7% of SMEs in 2023) and the spread of business software (56.0%) come from Istat, Imprese e ICT, 2025. The survey covers only businesses with at least 10 employees. Micro-businesses, which make up the majority in Italy, aren't counted, so the real gap in reading your own numbers is very likely wider than the published one.
  4. We don't publish an expected return. The figure most often quoted on this subject, Nucleus Research's 8.71 dollars for every dollar spent, dates from 2014 and is the average of the firm's own case studies, which it chose itself: a sample built that way tells you nothing about what happens to an ordinary business. Nor do we publish a percentage of time saved, because the time is measured on your own real month, before any quote.
  5. This page doesn't report results achieved for a client, because this piece hasn't yet been delivered to a client. The tests mentioned are functional checks run in a test environment.

The other pieces in this group

Deadlines and numbers nobody checks in time

All the pieces, in the six groups

·The next step

Fifteen minutes, with your case in front of us.

On what day of the month did you last see the previous month's numbers? If the answer is "it depends", that's already the most useful thing to know, and it can be fixed in a single meeting. In fifteen minutes on the phone we'll look at it together and tell you where it makes sense to start, even if we never end up working together.

You'll speak to Mattia Esposito, who then builds the system: there's no salesperson in between. If you'd rather measure things yourself before talking, the Diagnostico (in Italian) is twenty questions and five minutes.