Blog
Yash Singh · 16 Oct 2026 · 3 min read
Ask a logistics finance team if they audit their freight invoices and most will say yes. Ask how many they check properly, line by line, against the contract and the actual trip, and the answer changes.
Across the industry, only about 20% of freight invoices get a deep check. The other 80% are paid after a quick look. Not because anyone is careless, but because checking one invoice properly takes a surprising amount of work.
Take one truck trip from Bhiwandi to Nagpur. To check its invoice properly, someone has to:
That information sits in five or six different places. Checking one invoice like this can take most of an hour. Checking thousands a month is not possible with people alone. So teams check the big ones and let the rest through.
Here is what that one trip can look like. The work was done as agreed. Then the invoice arrived.
| Line | Billed | Should be | Difference |
|---|---|---|---|
| Freight | Rs 23,500 | Rs 21,400 | Rs 2,100 over |
| Fuel surcharge | Rs 3,210 (15%) | Rs 2,140 (10%) | Rs 1,070 over |
| Toll and escort | Rs 3,600 | Rs 3,600 | Correct |
| Detention | Rs 6,750 (3 days) | Rs 2,250 (1 day) | Rs 4,500 over |
| Unloading | Rs 2,600 | Rs 2,600 | Correct, but never billed to the customer |
An illustrative trip. Rs 7,670 overbilled, plus Rs 2,600 never passed on to the customer: Rs 10,270 on one invoice.
None of these mistakes is unusual. A rate gets revised and the old one is used. Detention gets rounded up. A charge is paid to the transporter, but nobody tells billing. On a quick look, the invoice seems fine. The total is in the right range. It gets paid.
Industry estimates put freight leakage at roughly 7% of freight spend. Published figures range from 3% to 8%, and some go higher. We think the 80% and the 7% are really the same fact. The money leaks because most invoices are never looked at closely enough to catch it.
Even the invoices that are checked by hand are not checked perfectly. One industry benchmark found that manual reviews catch only 40 to 55% of invoice errors, against 85 to 95% for automated checks (American Shipper, 2024).
For a company that spends Rs 50 crore a year on freight, even half of that 7% is well over a crore.
Most invoice tools read the PDF and compare it with the rate master. That helps, but it misses most of the problems above. The rate master is often out of date. The approval for the extra charge is in an email. The real waiting time is in a gate log or a WhatsApp message.
To check an invoice properly, you have to rebuild what really happened on the trip from all of those places, and then compare. That is the part that used to need a person.
This is the job we built our audit agent for. It reads the invoice, then goes looking for the evidence: the rate contract, the revision emails, the trip records, the proof of delivery. It works out what the trip should have cost and compares it line by line.
Every flagged line comes with the amount at stake and the proof behind it. Your team decides what gets disputed. The agent then raises the dispute with the transporter and follows up until it closes.
And because it does not get tired, it can check all of the invoices, not just the biggest fifth.
Want to see it on a trip? Follow one invoice from the road to the audit.
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No Horn: the autonomous back office for enterprise logistics. Write to yash@nohorn.in.