Sumarity
Logistics and transport

Fuel card audit

Reads fuel card transactions, vehicle and route data. Produces flagged transactions. 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.

Fill plausible for the vehicle and route

Vetoed by code: tank size, location. Code can't prove the answer right, but it can prove it wrong: an amount out of range, an impossible date, a name not on the document. Many settle; the rest go to a person.

ReadsFuel card transactions, vehicle and route data
ProducesFlagged transactions
Who signsA person on your team, with every figure traced to its document and every call on record
ProcessScreening, audit and compliance
IndustryLogistics and transport
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.

Fuel card audit · example run Example run
RefItemValueDecided by
FC-20180 l at Zurich, van ZH-114Tank 80 l, route matches152.00Code · plausible
FC-202Fill on SundayOn call that weekend · 0.9096.00Engine · checked
FC-203120 l, van tank 80 lMore than the tank holds228.00Code · flagged
FC-204Two fills, 40 km apart, 1 hourCard shared?190.00To a person
FC-205Premium fuelAllowed for this vehicle · 0.9388.00Engine · checked
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?

Code can't prove the answer right, but it can prove it wrong: an amount out of range, an impossible date, a name not on the document. Many settle; the rest go to 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.