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QI - Order Creation via Order Confirmation Document

QI - Order Creation via Order Confirmation Document

Article details how Qargo Intelligence is applied to scan and validate order confirmation document to create a new order.

Arynne Hargreaves avatar
Written by Arynne Hargreaves
Updated over a week ago

Our AI model learns from past orders to automatically fill in data from scanned order confirmation documents into the order form. Here’s a detailed overview of how it works and what you can expect:



How it works:

1. Learning Process:

  • The AI model learns every time a user creates an order for a specific customer using a scanned document.

  • Typically, it takes about 3-5 scanned orders for the model to start providing pre-fills.

2. Automatic Pre-Fills :

  • When the model is confident that a value in the document matches a field in the order form, it will automatically fill in the corresponding field.

  • Users will receive a notification in the top-right corner of the screen when one or more fields are pre-filled.

3. User Interface :

  • The recognised fields include:

    • Customer by VAT Number (must be added to the customer profile)

    • References

    • Dates / Times

    • Numbers

    • Addresses

  • Click on a field in the order and a dropdown will open. Some options in that dropdown will have a label 'Suggestion'. This is data that is fetched from the uploaded document.

  • Pre-filled fields will be highlighted in blue within the form, similar to when users manually select a suggestion from the document.

  • Verify accuracy of the pre-filled data and manually complete any fields that are not automatically filled.

4. Accuracy and Limitations :

  • The model is designed to provide pre-fills only when it is nearly 100% certain of the accuracy, aiming to minimise incorrect pre-fills.

  • Users should not expect the entire form to be pre-filled but can anticipate a significant reduction in manual data entry.

  • Products / Packaging are not recognised or matched when creating orders


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