Nobody starts a freight brokerage because they love data entry. But somewhere between your first load and your fiftieth, data entry becomes a significant part of your day — and the errors that come with it become a significant part of your costs.
The problem isn't that your team is careless. It's that humans make mistakes when they type the same kinds of fields hundreds of times. And in freight, even small mistakes can get expensive fast.
The mistakes that actually happen
Let's walk through the ones that hurt the most.
Wrong consignee address. You type "4518" instead of "4581" in the street number. The driver goes to the wrong dock, waits 30 minutes, calls dispatch, gets redirected. You've burned driver time, blown an appointment window, and the consignee is wondering where their freight is. If it's a time-sensitive delivery, you might eat a redelivery charge.
Transposed PO number. The shipper's PO is 7843291. You type 7843219. The consignee receives the freight but can't match it to their purchase order. Their AP team puts the invoice on hold. You don't get paid until someone figures out the mismatch — which might take a phone call, an email chain, and a week.
Wrong weight. You key in 38,000 lbs instead of 43,000 lbs. If the shipment is LTL, the freight class might be wrong, which means the invoice is wrong. If it's truckload, the weight discrepancy might flag a compliance issue at a weigh station. Either way, someone has to fix it.
Duplicate reference numbers. You're processing a batch of BOLs and accidentally paste the same PRO number on two different loads. Now your TMS shows two shipments with the same tracking number. Sorting that out is annoying at best and a billing nightmare at worst.
What these errors actually cost
Most small brokerages don't track the cost of data entry errors because the costs are indirect. You don't see a line item for "redelivery caused by typo" — you see a $200 redelivery charge and chalk it up to the cost of doing business.
But the costs are real. A single redelivery charge runs $150–$400 depending on the lane. A payment delayed by a PO mismatch means you're financing the carrier's pay out of pocket for an extra week or two. A billing dispute over a weight discrepancy takes 30–60 minutes of back-and-forth to resolve — that's your time or your team's time, which has a dollar value even if you don't think about it that way.
Now multiply these incidents across a month. If even 5% of your manually entered documents have an error, and you're processing 500 documents a month, that's 25 errors. Even if only half of those cause a downstream problem, you're dealing with a dozen corrections per month — each one costing time, money, or a carrier relationship.
Why double-checking doesn't solve it
The usual answer is "just review your entries more carefully." But this has two problems.
First, reviewing your own typing is hard. Your brain auto-corrects what it expects to see. If you typed "4518" but meant "4581," you'll read "4518" and think it looks right because that's what you just typed. This is a well-documented cognitive bias, not a discipline problem.
Second, double-checking takes time — and at that point you might as well have spent the time on a system that reduces the manual step. If you type a field and then re-read the document to verify it, you've touched the same data twice. That's the opposite of efficiency.
A better approach
The fix isn't better typing. It's less typing. When data is extracted directly from the source document, there's no transcription step for errors to sneak in. The shipper wrote "4581" on the BOL, and that's what ends up in your system.
Confidence scoring adds a safety net. Fields the system is highly confident about pass through without needing your attention. Fields with lower confidence — maybe a handwritten ZIP code or a faded PRO number — get flagged so you know exactly where to look. You're reviewing the few fields that need human judgment, not re-reading every field on every document.
The result is less time spent on data entry, fewer errors reaching your TMS, and fewer hours spent fixing problems that shouldn't have happened in the first place.
Try it free
Upload a real BOL to CargoParse and see the difference between typing fields by hand and having them extracted with confidence scoring. No credit card required.
For a step-by-step walkthrough, read how to digitize Bills of Lading without manual data entry. And if you're evaluating tools, see our comparison of the best freight document software in 2026.