News

Want to learn more about how Dynamics 365 CRM works? Watch our webinar recording – Webinar VIDEO

Grepton AI in Dynamics 365 F&O: Documents That Create Themselves

Microsoft Dynamics 365 F&O is one of the most flexible systems for large Hungarian companies – handling everything from finance to warehousing. But a system is only as fast as the data that goes into it. Grepton AI: automatically creates or updates the right F&O document from emails and attachments.
Summarize this post with AI

Microsoft Dynamics 365 Finance & Supply Chain Management (F&O) is one of the most complex, most flexible enterprise resource planning systems for large Hungarian companies – whether it’s finance and accounting, manufacturing, warehousing, or logistics. But a system like this is only as fast as the data that goes into it.

A supplier confirmation, a packing list, a customer return request – every day, dozens of emails carry data that should go straight into Dynamics 365 F&O. Yet much of it still gets typed in by hand, one line at a time.

Grepton AI: from the data in emails and attachments (PDF, Word, Excel), it automatically creates or updates the related F&O documents – you decide which messages the system processes.

Let’s start where it all begins: the inbox. The AI only processes the messages you select.

Incoming emails 3 / 5 selected for processing
S
Supplier
Order confirmation #4521
SP
Shipping partner
Delivery note attached
C
Customer
Product return
IR
Internal request
Q3 price list update
N
Newsletter
Weekly marketing summary
You choose which emails the system processes – Grepton AI only creates or updates F&O documents from the messages you've switched on.

As soon as a selected email arrives, Grepton AI recognizes its content and creates or updates the matching Dynamics 365 F&O document. Click an item in the diagram to see what each email type becomes.

Email + attachment PDF · Word · Excel Grepton AI Confirmation Shipment Return Agreement Product
Processing purchase order confirmations → the system processes the supplier confirmation arriving by email or as a PDF, Word or Excel file, and compares it with the purchase order in Dynamics 365 F&O. After approval, it automatically updates the order and its line items.

Five concrete situations where the AI takes over the typing

Processing purchase order confirmations

The system processes the supplier confirmation arriving by email or as a PDF, Word or Excel file, then compares it with the purchase order in Dynamics 365 F&O. The user can review any changes in delivery date, quantity and price, and after approval the system automatically updates the order and its line items.

The journey of a confirmation
Click a stop to follow along.
Arrival AI reads Compare Review Approval
The confirmation can arrive in the body of an email or as an attached PDF, Word, or Excel file – the system recognizes both formats.
Delivery date Quantity Price

Creating an incoming shipment based on a packing list or invoice

In the absence of an advance shipping notice (ASN), the system creates the incoming shipment and its line items based on the supplier’s packing list or invoice. This means the user doesn’t have to manually select and assign each order line to the shipment.

Creating a return order from email

Based on the customer’s return request received by email, the system automatically creates the return order. This happens without a separate approval process, using the appropriate system permissions.

Querying and creating trade agreements

Based on an internal request or an email, the user can look up existing trade agreements, or create a new price or discount agreement in Dynamics 365 F&O if needed – all without having to log into the system separately.

Creating products and product variants without separate approval

Based on product data received by email, the system can automatically create a new product, released product, or product variant. The process doesn’t trigger a separate approval workflow: the action is enabled by the appropriate system permission.

 

In some cases the final step needs the user’s approval; in others, the system closes the process entirely on its own:

Which process needs approval?
The user can review any changes in delivery date, quantity and price, and only after approval does the order and its line items update automatically.

Less typing, more control

Whether it’s procurement, warehouse management or product data, Grepton AI isn’t a separate tool – it’s built into your everyday correspondence: it recognizes, processes, and links the data to the right document, right where you’re already working.

Official Microsoft partner

The enterprise ERP that's ready for the future

Whether it's a new Dynamics 365 F&O implementation or an international rollout, the Grepton team provides a solid foundation for success – from go-live to the daily operation of AI Agents.

More details on the page →
Feliratkozás

IT és AI insightok döntéshozóknak. Havonta max. 1-2 email, valós példákkal.