01
A missing number beats a made-up one.
Margin is shown only for loads whose every cost document is on file. A load still waiting on an invoice says what it's waiting for, and stays out of every total.
How Penny² keeps your data valid
Every number, checked 17 ways.
Penny² doesn't estimate. A figure appears only when the documents prove it — and seventeen checks stand between your paperwork and the number you read, from the moment a file arrives to the moment it reaches a board pack.
Performance · July
Margin $92.4K — up 21% on last month.
Complete enough to read: 204 of 208 loads have every cost document on file (98%).
17 checks behind these numbers16 clear
One to look at: $197 of charges paid but not billed on.
02
AI reads the paperwork. It never does the math.
Every total, margin and balance is calculated by plain, tested rules. Where AI writes a sentence, every number in it must match the figures, or it isn't shown.
03
Findings are flagged, not claimed.
A missing credit or an unbilled charge is a finding for your team to confirm, with the documents behind it — never a savings number we ask you to take on trust.
From the paperwork to the board pack, five gates.
A number has to pass every gate on the way. If it can't, Penny² says what's missing instead of guessing — and nothing about it is counted until it can.
GATE 1
Coming in
Is this a file we should count at all?
- 1Scanned first. Every file is checked before it's loaded: what it is, who sent it, whether it's readable.
- 2Held for review. Bulk loads wait in a quarantine and are previewed before they count.
- 3Duplicates caught. The same file, or the same invoice number and amount, is counted once.
GATE 2
Reading
Did we read it the way it was written?
- 4Adds up. Every document must add up to its own printed total.
- 5Accuracy measured. Reading accuracy is tested every week against documents checked by hand.
- 6Two readers agree. How a line was filed must match what its wording says — a tax filed as a fee is flagged the day it loads.
GATE 3
Calculating
Is the number complete and counted once?
- 7Complete loads only. Margin needs every cost document, with gallons that tie.
- 8Taxes stay taxes. Taxes and government fees pass through and are never counted as margin.
- 9Nothing counted twice. A payment notice that repeats an invoice is recognised, not added again.
- 10Unbilled charges found. Every tax, fee and freight charge paid is checked against what was billed on.
GATE 4
Proving it
Does the outside world agree?
- 11Against supplier drafts. What Penny² booked for each supplier is checked against what they actually drafted.
- 12Against the bank. Every bank statement line is matched to a document, or flagged.
GATE 5
Before a leader reads it
Is it safe to put in front of the board?
- 13Sharp moves flag themselves. A big swing is news or an error; either way someone looks first.
- 14Provisional until complete. Under 95% documented, or the month still open, says so.
- 15Every cut adds up. By state, supplier, carrier and part — each equals the total, to the cent.
- 16Numbers checked in words. Every number in a sentence must come from the data.
- 17Changes on record. When a past month changes, the before, after and why are kept.
When a check fires
One state's margin fell from 25¢ to 7¢ a gallon in a month. It wasn't the business.
From a distributor's first months on Penny². The first time seven months were charted side by side, one state stood out. Here's what happened next.
- 1
Spotted
Margin per gallon in one state was around 25¢ for three months, then about 7¢ from April. A person caught it then; today the swing check (13) flags a move like that on its own.
- 2
Traced
The older invoice layout printed the state fuel tax as “STATE GAS”. It had been filed as a fee — and a fee billed to a customer counts as margin.
- 3
Fixed
The reader learned the wording, with a test so it can't come back. A dry run listed exactly which lines would change before anything was re-filed.
- 4
On the record
The corrections log (17) shows every affected month before and after, with the reason. The label check (6) now catches this kind of error the day a file loads.
- of a state fuel tax that had been read as a fee, over three months
- $104K
- of a state fuel tax that had been read as a fee, over three months
- invoice lines re-filed as tax, after a dry run showed exactly which
- 85
- invoice lines re-filed as tax, after a dry run showed exactly which
- each with its before, after and reason on the record
- 7 months
- each with its before, after and reason on the record
Questions owners ask
Can I take these numbers to my board?
You can take them knowing exactly how complete they are. Every page says how many loads are fully documented, labels a month Provisional until it's complete enough, and keeps a record when a past month changes.
Is AI deciding my numbers?
No. AI helps read documents that arrive in unusual layouts, and its reading accuracy is measured every week. Every figure is then calculated by plain rules that are tested before each release.
What happens when a document is missing?
The load is shown as incomplete, with what's missing and who to ask. It stays out of every total until the document arrives — Penny² never fills the gap with an estimate.
What if a past month changes?
Late invoices and fixes do change past months. When they do, Penny² records the change with its before, after and reason, so a number you've already shared never changes silently.
Who checks the checks?
Each check has automated tests that run before every release. When a new kind of error turns up, the fix ships with a test for it and a dry run of every line it touches.
Do I have to trust your savings figures?
No. Penny² flags findings with the documents behind them. Your team confirms them; we never present a finding as money saved until it's confirmed.
See the checks run on your own month.
Send us one month of invoices, freight bills and draft notices. We'll show you what's complete, what's missing, and what Penny² flagged.
Figures on this page come from a fuel distributor's first months on Penny². They are findings flagged for review, not confirmed savings, and the client is not named. Penny² is a managed back-office service from Flying V TechNest. Back to Penny²