Can you really avoid overtime during the close?

You can cut the share tied to data entry, not all of it. The lever is to move reading, coding and document chasing before the close, so the last weeks go to review. Client surprises remain.

When should you start preparing the close?

Several weeks ahead, not a few days. Published guides speak of three days of preparation for a single company; for a firm handling many files, document chasing should start eight to four weeks before.

Can AI post the entries instead of the staff member?

It can propose a coding from the document it has read. A person must validate each proposal, with the source document next to it. An entry posted with no review is an error waiting to happen.

How do I know if it is worth it for my firm?

Measure the number of documents processed in the peak and the average time per document, then compare with a review time tested on a small batch. If the gap is small, do not start.

Accounting firms: get through the close without data-entry overtime

How do you get through the year-end close without overtime?

Short answer: you do not get through the close by working faster during it, but by moving the work before it. Chase documents earlier, read and pre-code them as they arrive, prepare reconciliations ahead of the day, and keep the last weeks for what only a person can settle: doubtful items and review.

In an accounting firm, the close is not just a busy month. The same files arrive at once, with the same staff, with the same missing documents. The data-entry peak falls in a few weeks, and overtime is only the result of work piling up at the end. This article offers a four-phase calendar, a split between what AI prepares and what a person decides, a calculation you can redo with your own figures, and the cases where it is the wrong choice. For the wider picture of the trade, see which accounting firm tasks are worth automating.

Why the close crushes teams

Three mechanisms stack up, and only the first is visible from the office.

Documents arrive late. A client who does not answer in October answers in a hurry in January. All the late requests land in the same week, on the same person.
Data entry bunches up. What could have been read and coded in November is processed in one block, when the calendar leaves no slack.
Corrections pile up at the end. HighRadius, a financial software vendor, notes that entry errors surface late in the period, when the workload is already at its peak. Each late discovery costs a rework on top of a delay.

What they share: the bottleneck is not typing speed. It is the date on which information enters the firm. As long as that date does not move, speeding up entry only moves the jam.

What published guides say, and what they leave out

We read three guides on the accounting close, published by HighRadius, Ecosire and Beancount. They mostly describe the close of a single company, not of a firm handling dozens at once. Their advice carries over, provided you read their figures with care.

Topic	What the guides claim	Our reading for a firm
Preparing ahead	HighRadius puts planning and preparing ahead first among its seven levers. Beancount sets aside three days of preparation before the official start	This is the lever that changes the most. For a firm, “ahead” means weeks, not days
Spreading the load	HighRadius cites even distribution across staff and extra resources for peaks	Distribution is useless if every document lands at once. Spread the arrivals first
Length of a close	Ecosire gives 6 to 10 working days for a mid-sized company and 3 to 4 for the best. Beancount cites 5 to 7 days for strong teams	Neither gives a source. Treat these as vendor orders of magnitude, not a target
Reconciliations	Ecosire estimates automated bank reconciliation saves 2 to 3 days, with no source	The gain depends on feed quality. Measure it on a sample of your own files

One lesson recurs in all three, and it is useful: the close is won in the days before it. We do not reuse any vendor gain figure, because none was measured on a Swiss firm.

A calendar in four phases

The principle: each phase empties the next one. Durations are guides, to adjust to your client calendar.

Eight to four weeks before: the list and the reminders. For each file, write the list of expected documents and what is already missing. Start the reminder loop described in collecting documents without chasing ten times. A reminder sent in October saves an urgent call in January.
Four to two weeks before: reading as documents arrive. Each document received is read, filed in the right folder and proposed for coding the same day, instead of piling up. This is where document reading and filing save the most hours.
Two weeks before the close: reconciliations prepared. Recurring entries and reconciliations are prepared file by file. Gaps are listed with their likely cause, so you can sort: what is obvious, what needs a call to the client.
During the close: review. Staff no longer key in, they review. Each file arrives with its documents, its proposals and the list of open points. A person validates, corrects, decides.

A fifth step that is often forgotten: the debrief. After the close, note which clients were late and which documents were most often missing. That list becomes the starting point of phase 1 for the next year.

What AI prepares, and what a person decides

A useful definition: in a close, “automating” means AI prepares a piece of work and a person validates it, not that the file closes with no human look. The line is drawn document by document.

Task	What AI prepares	What a person decides
Document chasing	The list of gaps per file, the message, the next reminder	Which clients to call, the tone for sensitive accounts
Document reading	Field reading, filing, a coding proposal	Unreadable or unusual documents, doubtful coding
Reconciliations	Matching of the obvious cases, the list of gaps	Explaining gaps, adjusting entries
Close tracking	A progress board per file and per staff member	Priority trade-offs, deadlines negotiated with clients
Final review	A file ready to review, with its open points	All the judgement: this is the core of the trade

The rule that avoids bad surprises: a coding or reconciliation proposal is never posted on its own. It arrives with the source document next to it, and the person validating can reject it in one move.

A worked example, to replace with your own figures

The figures below are calculation assumptions, not a result measured at a client. Replace them with those of your firm.

80 files to close over the season, on average 15 documents to read and code per file in the last three weeks, so 1,200 documents.
Today: 4 minutes per document for reading, filing and coding, so 80 hours packed into three weeks.
With a proposal prepared as documents arrive: 1.5 minutes per document for review, so 30 hours, spread over seven weeks instead of three.

Under this assumption, 50 hours leave the peak period, and the rest is smoothed. If your documents are more unusual, review will take longer per document: redo the calculation with 3 minutes and you will see the gain remains real but smaller. To size your own situation in a few minutes, start from the studio’s overview and its express diagnostic.

When this is the wrong choice

Saying when not to do it saves months.

Your firm has very few files. With around twenty clients, the peak is handled by hand, and the loop will cost more time to set up than it returns.
Your documents already arrive through the year. If clients drop their documents every month, the problem lies elsewhere, probably in review.
Your practice software allows no export or connection. Integration work comes first, and it must be priced before anything else.
Nobody can review. An unreviewed coding proposal is an error waiting to happen. With no review time planned, do not start.

This article covers work organisation only. It says nothing about the obligations of your profession, in particular on the content and retention of documents or close deadlines: those are matters for your professional bodies and advisers.

What to measure after the close

Without measurement, next year starts from zero. Four figures are enough, and none needs more than a shared spreadsheet.

The delay between the first request and the complete file, per client. This tells you whether early chasing works.
The number of documents received per week over the eight preceding weeks. The curve should flatten from one year to the next.
The share of proposals corrected at review. If it is high, the document list or the coding rules need revisiting, not the staff member.
Data-entry overtime, kept apart from review overtime. Only the first should fall.

How to start before the next close

Week 1: measure the peak. On the last close, record the number of documents received per week and the overtime per staff member. The curve shows where the work piles up.
Week 2: pick a batch. Ten clients whose documents are usually the latest, with their document list approved by the firm.
Weeks 3 and 4: test with full review. Every reminder and every proposal is reviewed. Note the actual review time per document.
Week 5: compare, then extend. If review time is clearly below your current entry time, extend to the next batch. If not, fix the lists before generalising.

The studio sets this loop up for a fixed fee, connected to your current tools, with a price agreed before day one. You can find the processes the studio automates on the site.