For finance, operations and IT

Microsoft Foundry: the AI model handles the repetitive work, while people decide and stay accountable.

When a Copilot Studio agent is no longer enough, for high document volumes, model choice or formal quality evaluation, we build on Microsoft Foundry, formerly Azure AI Foundry. It runs in your own Azure, in an EU region, and the result is shown in Teams or Copilot, or written directly to the ERP.

  • AI accounting robotin production: the model calculates the ledger account proposal, the accountant decides and stays accountable for the books
  • Receipt and invoice scanningreading, AI extraction, validation, import into the accounting system
  • Models in an EU regionthey run in Foundry, and the data stays with the client

What we build on Microsoft Foundry

The same pattern on every project: the model calculates the proposal, validation blocks values that do not match, and the cases below the confidence threshold are flagged for a person to decide.

  • Documents read and extracted

    Document Intelligence reads the text, and a model extracts the supplier, the VAT number, the lines, the VAT and the totals.

  • Confidence threshold

    Results above the confidence threshold are saved automatically. Those below it are not posted: they are flagged for a person to decide.

  • Validation before saving

    The amounts are recalculated, and a mismatch blocks the save. Duplicates are found by VAT number and invoice number.

  • Connected to the ERP

    The result is written to your accounting system or ERP, through integration or through a robot where there is no API.

  • In Teams and Copilot

    Foundry agents are published in Microsoft 365 Copilot and Teams, with your administrator's approval.

  • No keys in the code

    Authentication through Entra, the model in an EU region, the documents in your own SharePoint.

How we build a process on Microsoft Foundry

First the real documents and the confidence threshold, then the volume.

  1. 01

    The task

    Which documents, which decisions, who confirms.

    • Teams
  2. 02

    Model and threshold

    The model that fits the task and the cost, and the threshold below which a person decides.

    • Azure
  3. 03

    The integration

    With the accounting system, the ERP or SharePoint.

    • ERP
    • SharePoint
  4. 04

    Testing on real data

    On your own documents, with the people who confirm.

    • Teams
  5. 05

    Production

    Monitoring, the cost tracked monthly, support with an SLA.

    • Azure
    • Azure DevOps

Questions about Microsoft Foundry

What is Microsoft Foundry?

Microsoft's platform for code-based AI agents, models and tools, until recently called Azure AI Foundry. It brings them under a single access control, with monitoring and evaluation.

Copilot Studio or Microsoft Foundry?

Copilot Studio for low-code agents in Microsoft 365 that your team can maintain. Foundry for complex logic, high volumes, several models or formal evaluation. The two can be combined: a Copilot Studio agent can call a Foundry agent, a feature currently in preview.

How much does the AI cost?

You pay for consumption, per document processed. We give you an estimate on your own volume before the project.

Does our data leave the company?

The Foundry resource is in your own Azure, the model runs in an EU region, and the documents stay in your SharePoint.

What happens when the model calculates a wrong value?

The confidence threshold and the amount validation block the save for cases below the threshold. A person checks them and decides whether the value is confirmed or corrected.

Show us the documents someone types in by hand today.

In 30 minutes we go through the process and agree what to prepare before the project.

Denis Stadler
The first call is with Denis Stadler.Founder · AI Architect & Fractional CTO