Sumarity
Finance and accounting

Bank reconciliation

Reads bank statements (MT940, camt.053, CSV), the ledger's cash account. Produces reconciled account, proposed entries, open items. Code works out every figure, the Judgement Engine answers the narrow questions, and whatever stays uncertain goes to a person.

Proven by codeTestedReconciliation and matching
What it decides

Narrow questions, each with a check behind it.

Which ledger entry a bank line is; why a line is unmatched

Proven by code: balances walk, amounts tie. Code proves the answer from the data itself: totals tie, a match is exact, the quote is on the document. Most of these judgements settle without a person.

ReadsBank statements (MT940, camt.053, CSV), the ledger's cash account
ProducesReconciled account, proposed entries, open items
Who signsA person on your team, with every figure traced to its document and every call on record
ProcessReconciliation and matching
IndustryFinance and accounting
See it run

Every line, decided where it's safest.

An example run. Each stage lights up as a line is decided there; pick a stage to see its lines.

Bank reconciliation · run 2026-09 · v7 Example run
DateLineAmountDecided by
02.09STRIPE PAYOUT 0902Ties to 14 card sales, less fees1,284.50Code · tied
03.09RUECKLASTSCHRIFTReturned payment · 0.97 · reverses receipt R-1182−320.00Engine · proven
04.09GUTSCHRIFT M KELLER AGTiming match to INV-2207 · 0.91 · payer named450.00Engine · proven
05.09CHQ 004417Cheque number matches ledger, one to one−2,150.00Code · matched
08.09VIREMENT REF 88213Two customers paid 1,200.00 · no proof which1,200.00To a person
09.09INV-2214 ledger 1,540.00Keying error? · 0.73 · below the cutoff1,450.00To a person
Settled 4 To a person 2 Settled wrong 0
Illustrative lines in the style of our test months. Amber rows are the Judgement Engine's calls; each settles only above its cutoff and when its code check agrees.
Tested

Measured, not promised.

0settled wrong
108 of 108exceptions surfaced
176 → 7judgement calls sent to a person

How we test · All results

What it could save

Your volumes in. Your hours out.

In our tests, between 24% and 42% of items still went to a person after tuning. Set your own share; a pilot measures it on your data.

By hand today80 ha month
With Sumarity24 ha month, for the items people decide
Saved56 hCHF 53,760 a year
Questions

What buyers ask

What happens when Sumarity isn't sure?

Nothing settles below the cutoff, or when the check disagrees. The item goes to a person in the inbox with what the engine saw, its best answer and the runner-up. The person's ruling is kept and tunes the next run.

How are its judgements checked?

Code proves the answer from the data itself: totals tie, a match is exact, the quote is on the document. Most of these judgements settle without a person.

Can we change it to fit how we work?

Yes. Start from this workflow and describe your differences in plain words. The design assistant revises it, the validator checks it, your expert reviews it on the canvas, and your admin publishes it.

Does it read our files as they are?

Yes: spreadsheets and CSV in any layout, PDFs, bank formats and e-mail attachments. Sumarity suggests how each column maps, proves the mapping on a sample and remembers it once a person confirms it.

Where does our data go?

Sumarity runs in Zurich. Your data, backups and logs are stored in Switzerland.

How does it get better?

Your team's rulings become an answer key. Better questions and cutoffs are proposed, tested on data they haven't seen, and published only when your admin approves. It improves itself, with permission.

Start from this workflow. Run it on your data.

A pilot runs alongside your own process for a few weeks, at our cost, and ends in a line-by-line comparison.