How to stop re-keying orders into your TMS and ERP
An intake agent reads the order as it arrives, by email, PDF or EDI, and creates the load or the order directly in your TMS, WMS or ERP. What it can't read with confidence goes to a person instead of getting guessed at.
Answered in short
4 things that decide this
- 01An intake agent reads the order as it arrives, whether that's an email, an attached PDF or an EDI 204 or 210 message, and extracts the fields your TMS, WMS or ERP needs: customer, items, quantities, dates and rate.
- 02The agent creates or updates the order or load record directly in your system, so the first entry is the only entry. It doesn't wait for someone to open the email and retype it.
- 03A confidence threshold decides what gets auto-created and what gets queued. High-confidence matches, a known customer, clean formatting, standard fields, post automatically. Anything below the threshold lands in a review queue with the reason flagged, rather than getting posted on a guess.
- 04Re-keying re-appears anywhere the process still runs on paper, phone or memory rather than through the agent, so a rollout usually starts with your highest-volume order source, not every channel at once.
Nobody chose to type it five times
The pattern rarely comes from bad process design. A shipment arrives by email, and someone opens it because that's the only reliable way to get it into the TMS today. Then it gets typed into the rate confirmation. Then the tracking sheet. Then the billing sheet. Then QuickBooks. Five entries for one load, and every one of them is a chance to fat-finger a quantity or miss a date.
Ramco describes the pattern plainly: typing order details from emails into legacy dispatch systems is one of the most common complaints from operations teams running older TMS and ERP setups. It isn't a training problem. It's a missing connection. Nobody built the bridge between the inbox and the system of record, so a person is the bridge.
That gap is exactly what an intake agent closes. It doesn't replace the TMS or the ERP. It replaces the person doing the typing between the inbox and the system.
- Order arrivesEmail, attached PDF, or an EDI 204/210 message
- Agent reads itCustomer, items, quantities, dates, rate extracted
- Confidence checkMatch against known customers and formats
- Auto-create or queueHigh confidence posts; anything else goes to a person
- System of record updatedTMS, WMS or ERP, whatever you run
The queue is the safety valve. Nothing posts on a guess.
Confidence thresholds, not blind automation
The risk with any intake agent isn't that it fails. It's that it fails quietly, posting a wrong quantity or the wrong customer straight into your system of record with nobody checking. A confidence threshold is what stops that.
Every extracted order gets scored against how clean the match is: does the customer name match a known account, does the format match what the agent has seen before, are the required fields present and internally consistent. Above the threshold, the order posts automatically. Below it, the order lands in a queue with a reason attached, a mismatched customer name, a missing field, an unfamiliar format, so a person reviews exactly the part that's uncertain instead of the whole order.
That queue is doing real work. It's the difference between an agent you can trust with your system of record and one you have to double-check behind constantly.
The exception queue is a feature, not a gap
Nobody wants software that creates loads or orders in a TMS or ERP with no oversight. The queue is where a dispatcher or an ops lead makes the calls a machine shouldn't: a customer that doesn't match any account on file, a format the agent has never seen, a quantity that looks like a typo in the original email.
Over time, that queue tends to shrink. Once the agent has seen a customer's format a few times, it stops needing review for that pattern. New customers and odd formats still land in front of a person, which is where they belong.
Some of the systems we have shipped
Related questions
01Does this work with EDI, or only email orders?+
Both. An intake agent handles unstructured sources, email and attached PDFs, and structured EDI messages like the 204 (load tender) or 210 (invoice), mapping either into the same order or load record. Most operators run both in parallel, since not every customer sends EDI.
02What happens if the agent gets an order wrong?+
A confidence threshold is built to catch that before it happens. An order the agent isn't confident about gets queued for a person rather than posted, so a wrong read shows up as a flagged item, not a silent error in your system of record.
03Does this replace our TMS, WMS or ERP?+
No. It reads orders in and writes them to whichever system you already run, NetSuite, Epicor, McLeod, your own TMS or something else. Your system of record stays the system of record.
04How long does it take before the queue actually shrinks?+
It depends on order volume and how many distinct customer formats you run, so we don't put a number on it before seeing your actual order mix. High-volume, repeat-format customers tend to need less review sooner.
05What does an intake automation project cost?+
Scope follows how many order sources, formats and systems are involved, so pricing comes from a diagnostic rather than a published figure. We don't quote our own work outside that process.
Related
- AI, automation and custom software for manufacturers and logistics operators →The wider industrial work this page sits under.
- Logistics automation →The service page order intake automation lives inside.
- Custom software →Where integration into your TMS, WMS or ERP is built.
- How to automate 3PL billing by the touch →What happens after the order is in the system, on the billing side.
