How to automate order entry, step by step.

1. Measure what you have

Before anyone builds anything, take a sample of real orders from the last month. Count how many arrive by each route, how long each one takes, and what goes wrong. Those numbers show where to start and give you something to measure against.

2. Pick one route first

Do not try to automate everything at once. Choose the route with the most volume and the most consistent format. Often this is email with a PDF attached, from your top twenty customers.

3. Clean up your reference data

Automation can only match orders to what you have on file. Check your customer list, product codes and price lists. Collect the names your customers really use for your products. That list is often worth more than any AI model.

4. Design the exceptions first

Decide what should stop an order and send it to a person. Common reasons include:

• A product that matches more than one code
• A price that differs from the agreed list
• A customer on credit hold
• A quantity far outside the normal range
• A sender that does not match the customer on file

5. Run it alongside your team

For the first weeks, let the system prepare orders while your team still checks every one. Compare the results. When the error rate is acceptable, let clean orders go straight through and keep review for the exceptions.

6. Measure and improve

Track how many orders pass without review, how long review takes, and how many errors reach a customer. Every exception is useful information: add the new product name or rule, and the same problem should not come back.

What to ask a builder

Good questions reveal experience quickly:

• How does the system decide it is unsure?
• What happens when the ERP rejects an order?
• Who gets told when it stops working?
• How do we add a new customer format without you?