Sumarity
Finance and accounting

Collections and dunning

Reads aged receivables, customer history, correspondence. Produces chasing queue, disputes, promises tracked. Code works out every figure, the Judgement Engine answers the narrow questions, and whatever stays uncertain goes to a person.

What it decides

Narrow questions, each with a check behind it.

Which accounts to chase and how; dispute or delay

Checked by the outcome: payment. The truth arrives later: a payment, an appeal's result. Until the measured record earns more, people review a sample of what settles.

ReadsAged receivables, customer history, correspondence
ProducesChasing queue, disputes, promises tracked
Who signsA person on your team, with every figure traced to its document and every call on record
ProcessPayables, receivables and payments
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.

Collections and dunning · example run Example run
RefItemValueDecided by
CUS-11862 days overdue, 3 invoicesSecond reminder due by the terms8,420.00Code · due
CUS-121Promised payment 15.09, not receivedChase by phone · 0.92 · broken promise3,100.00Engine · settled
CUS-124Disputes one invoiceHold dunning on the disputed one · 0.951,200.00Engine · settled
CUS-130Large balance, key accountEscalate or wait? Relationship call48,000.00To a person
CUS-133Paid in fullClose the case0.00Code · closed
Settled 4 To a person 1 Settled wrong 0
Illustrative lines. Amber rows are the Judgement Engine's calls; each settles only above its cutoff and when its check agrees.
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?

The truth arrives later: a payment, an appeal's result. Until the measured record earns more, people review a sample of what settles.

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.