Data Alchemy — Software IDP con AI
ERP Integration

Microsoft Dynamics 365 Integration: document data written straight into your ERP

Looking for a Microsoft Dynamics 365 integration that gets invoice, delivery-note and order data into your ERP without manual data entry? Data Alchemy extracts data from your documents with AI, validates it against master data and brings it into Dynamics 365 through the AI agent or Data Alchemy's REST API. With Claude Sonnet or higher, reading a one-page document takes on average around 12 seconds (around 18 seconds for two pages).

99.8%Accuracy with Claude
~12 sPer 1-page document (Claude Sonnet)
AI agentor REST API into Dynamics 365
0Manual data entry
Context

Why integrate Dynamics 365 with an IDP engine

Microsoft Dynamics 365 (Business Central and Finance & Operations) is the operational core of many companies, but feeding it still takes hours of manually entering accounts-payable invoices, delivery notes and orders. Every document has to be read, interpreted and typed by hand, with the risk of errors, delays and tricky reconciliations.

Data Alchemy's Dynamics 365 integration removes that work: Intelligent Document Processing reads the document, extracts the fields, checks them against Dynamics 365 master data (vendors, items, terms) and writes the record straight into the ERP's tables and modules, ready to be posted.

This direct link between Data Alchemy and your system is what we mean by native integration: the full explanation, including the available connection methods, is on the dedicated page.

How it connects

Supported Dynamics 365 integration methods

Extracted data reaches Dynamics 365 in one of two ways: through the AI agent, installed at your premises, or, if you develop in-house, through an integration on Data Alchemy's REST API and webhooks, included in every licence.

AI agent

The AI agent is installed at your premises: it connects to Data Alchemy over websocket and APIs and posts the extracted data into Dynamics 365, including orders with header and lines, on the destination configured from a graphical interface — a database, CSV, JSON or TXT files, or APIs — with no connectors to build. Your Dynamics 365 credentials stay in the agent, in your perimeter. It is included in the Enterprise licence and available as a separately quoted add-on on Business.

Data Alchemy REST API and webhooks

For developers: submit documents through the REST API and receive the structured JSON via webhook, signed with HMAC SHA-256, or with a GET. Your own integration handles the write into Dynamics 365.

Mail service for acquisition

From the Business licence, the Mail service installed on your premises picks up documents from your company mailboxes and brings them into Data Alchemy: invoices, delivery notes and orders enter the flow with no manual uploads.

Validation on Dynamics master data

Before writing, data is matched against Dynamics 365 master data — vendors, item codes, open orders — to ensure consistency and correct matching.

Data flow

From document to Dynamics 365 in four steps

The same flow applies to invoices, delivery notes, orders, contracts and price lists: the document goes in, structured data comes out inside Dynamics 365.

01

Acquisition

The document arrives via email (business mailboxes, via the on-premise Mail service, from the Business licence), upload or a monitored folder.

02

AI extraction

An LLM dedicated to the document model extracts the fields, with no templates or per-layout rules.

03

Validation

Data is validated and enriched against Dynamics 365 master data, with anomalies flagged for review.

04

Write to Dynamics 365

Validated data reaches Dynamics 365 through the AI agent installed at your premises (database, files or APIs) or through your own integration on the REST API, ready to be posted.

Benefits

What changes with Data Alchemy's Dynamics 365 integration

Zero data entry

Data enters Dynamics 365 with no manual typing: the finance team moves from copying to reviewing exceptions.

Master-data consistency

Validation against Dynamics 365 master data reduces coding errors, wrong vendors and items not found.

Faster closing times

Payables reach Dynamics 365 with no manual data entry, speeding up posting, control and payment.

No new software for users

Users keep working in Dynamics 365: the automation operates behind the scenes on document acquisition.

Full traceability

Every document keeps the link to the Dynamics 365 record it created, for audit and reconciliation.

Scales to all documents

From invoice to delivery note to order: the same Dynamics 365 integration covers every document flow.

FAQ

Frequently asked questions about Dynamics 365 integration

Yes. Data extracted from documents reaches Dynamics 365 through the AI agent installed at your premises (a database, CSV, JSON or TXT files, or APIs) or through an integration you build on Data Alchemy's REST API and webhooks, mapped to standard invoice, order and delivery-note fields, after validation against master data.
Yes. The connection method adapts to the installation: the AI agent, installed at your premises, writes to Dynamics 365 through a database, CSV, JSON or TXT files, or APIs, depending on what your environment supports; alternatively, you can integrate Data Alchemy's REST API and webhooks into your own stack.
Accounts-payable invoices, delivery notes, orders, contracts and price lists. The same Intelligent Document Processing flow extracts the data and writes it into Dynamics 365, regardless of document type.
Before writing, data is matched against Dynamics 365 master data — vendors, item codes, open orders. Anomalies are flagged for review, so only consistent data enters the ERP.
With Claude Sonnet or higher, reading takes on average around 12 seconds for a one-page document and around 18 seconds for two pages; the write to Dynamics 365 happens straight after validation, through the AI agent or your own API integration.

Get your documents into Dynamics 365, without data entry

Show us a sample of your documents: we'll demonstrate extraction, master-data validation and the write to Dynamics 365 on your real case.

Plan a call with a demo on your own documents