Sales order automation: AI that reads the order and enters it

Short answer: AI can take over order entry. Airu Labs builds systems that read an order the way the customer sent it, by text or chat, match each item to that customer’s history, check stock and agreed pricing, and enter the order once the customer confirms. One build took 20 hours a week of order entry off a company’s staff.

  • 20 hours a weekof order entry one company’s staff no longer do by handHow it was measured: From the system’s own records.
The order system that gave a business its hours back

An order rarely arrives in the shape your system wants. A customer texts “send the usual cups and those brown bags,” and someone on your staff has to work out which products that means, look up that customer’s price, check stock and type it in.

Order entry automation takes that retyping away. This page explains how it works, when to buy software for it, and when to have it built.

What is order entry automation?

It is software that turns an incoming order into a sales order in your system with no retyping. It is also sold as sales order automation. The order can arrive as an email, a text, a chat message or a PDF.

There are two kinds. Document software reads customer purchase orders that arrive as files and maps their fields into the ERP. An AI ordering system reads orders written the way people talk, and uses what it knows about each customer to work out what they mean.

How does AI order entry work?

It runs the same five steps a careful employee would, on every order:

  1. It reads the order as the customer wrote it.
  2. It matches every item against what that customer has bought before.
  3. It checks live stock and the customer’s agreed pricing.
  4. It builds the order and asks the customer to confirm.
  5. Once they confirm, it places the order.

The second step is what makes plain-English orders readable. “The usual” means what this customer usually orders. A new hire has to learn that customer by customer, and the system looks it up every time.

Can AI read orders sent by text message?

Yes, once the messages arrive somewhere a system can read them. The ordering assistant Airu Labs built sits in the chat its customers already used. A message such as “send the usual cups and those brown bags” is read against what that customer has ordered before, so “the usual” means their own list.

How does it reduce order entry errors?

It checks every order against your records before anything is placed. At the company we built for, mistakes crept in on busy days. A system checks the last order of the day the same way as the first.

Three checks do most of the work. Items are matched to the customer’s own history, so an odd product stands out. Prices come from the customer’s agreed pricing, so nobody quotes from memory. And the customer sees the finished order and confirms it, which catches a wrong quantity before it ships.

When the system cannot tell what someone means, it asks. If it is still stuck, it emails a person on your team the exact question.

Should you buy order entry software or have a system built?

Look at software first when your orders arrive as documents. A build earns its place when orders arrive as conversation and have to pass through rules only your business has. The left column below describes this kind of software in general, and each product differs.

Order entry software A system built for you
Fits when Customer purchase orders arrive as PDFs, spreadsheets or EDI Customers text, email or chat in their own words
How it reads an order Pulls the fields out of the document and checks them against the ERP Reads the message against that customer’s history, stock and pricing
Connecting to your ERP Ready-made connections to the common ERPs Built to connect to the one you run, if it lets other software in
When an order is unclear Typically flagged for your staff It asks the customer, then a person on your team
How you pay Usually a subscription A fixed price for the build, then running costs
What you own Your data. The software stays the vendor’s The code and the accounts it runs on

Conexiom is one example of the first kind. It describes itself as automating orders from PDF, Excel, email and CSV into ERP-ready data, with ready-made connections to more than 40 ERPs. If most of your orders are customer purchase orders sent as attachments, look at software like that first.

What has it saved a company?

One company’s customers sent orders by text and phone. Airu Labs builds custom AI systems for small and mid-size companies, wired into the software they already use. For this company we built an ordering assistant inside the chat those customers already used.

It took 20 hours a week of order entry off the staff, about half of a full-time job, counted from the system’s own records. Orders that used to wait until the next morning are now placed whenever the customer sends them.

What does a build need from you?

Three things: examples, access and a person.

  • Examples. Past orders exactly as they arrived, mistakes included.
  • Access. A way into the place orders arrive and the system they end up in.
  • A person. Someone who enters orders today and can say which results are right.

You see it working on your own data before you depend on it. The calculator below shows what the manual work costs you each month, and nothing you type into it leaves this page.

Before you hire anyone to build it, read the ten questions to ask an AI developer. To talk through your own order flow, book a 30-minute call. If software you can buy would do the job, we say so on the call.

What does typing orders by hand cost you a month?

Your monthly cost shows here.

21 working days a month. Nothing you type leaves this page.

FAQ

Questions people ask.

Can AI do order entry?

Yes. A system can read an order written in plain English, work out which products it means from that customer’s past orders, check stock and pricing, and enter it. It asks when it is unsure, and nothing is placed until the customer confirms.

Will my customers have to change how they order?

No. The system reads orders where they already arrive. In the ordering assistant we built, customers keep using the chat they used before, and nothing changes on their side.

What happens when it cannot read an order?

It asks the customer what they meant. If it still cannot tell, it emails a person on your team the exact question. A person only hears about the orders the system could not work out.

Does it work with my ERP?

It depends on how your ERP lets other software in. The first call covers where orders arrive today and where they have to end up, whether that is an ERP, accounting software or an order system.

How long does an order entry build take?

A few weeks to several months, depending on the system and on how many other systems it has to connect to.

Sources

  1. Conexiom: AI automation of RFQs, orders and invoices, Conexiom, 2026-10-07