# AI invoice processing Exact Online | Guide | Glimps

> AI invoice processing for Exact Online explained: OCR, posting proposals, VAT, approval, Peppol, PO matching and controlled automation.

Source: https://useglimps.com/en/blog/ai-factuurverwerking-exact-online | Language: en | Updated: 2026-07-04

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Wouter MurmansFounder of Glimps 4 July 2026 8 min read

AI invoice processing in Exact Online is not just a model reading text from a PDF. The real value is in posting proposals, VAT checks, exception detection, approval routing and matching against Exact Online context. This article explains what AI does and does not solve, how to compare vendors fairly and how to start small without losing control.

## What does AI mean for invoice processing?

In invoice processing, AI is typically used for three jobs: understanding documents, predicting posting data and detecting exceptions. Quality depends not only on the model, but also on the ERP context the software can use.

- **Document understanding.** Recognizing fields and lines on the invoice.
- **Semantic mapping.** Linking descriptions to GL, VAT, project or cost center.
- **Exception detection.** Finding signals such as changed bank account, duplicate invoice or price variance.
- **Workflow decisions.** Deciding who should approve and when review remains necessary.

## Why Exact Online context matters

An invoice line only becomes useful when it can be mapped to your administration. AI needs relevant Exact Online context: suppliers, chart of accounts, VAT codes, dimensions, projects, administrations and sometimes purchase orders.

A generic OCR result might say "laptop stand". The accounting decision is: office supplies or fixed asset, which VAT code, which cost center and which entity? That requires context from [invoice processing for Exact Online](https://useglimps.com/en/factuurverwerking-exact-online), not only recognition.

## What AI should not do automatically

1. New suppliers or changed IBANs should be reviewed.
2. Large amounts or unusual VAT scenarios should route to review.
3. PO variances should not be solved with confidence scores alone.
4. Human corrections should improve future proposals.

Durable automation Measure not only recognition rate, but how many invoices pass without correction and how many real exceptions are caught.

## How to compare AI invoice processing

| Question | Why it matters |
| --- | --- |
| Does the software use Exact Online data? | Without ERP context, AI remains mostly OCR with better labels. |
| Does it work at line level? | Goods and project invoices require more than header fields. |
| Can it route approvals? | Otherwise automation stops in finance's inbox. |
| Which invoice formats are supported today? | Suppliers will keep sending multiple formats, but support differs per tool. Glimps currently supports PDF and scanned invoices. |
| Is pricing predictable? | Per-invoice costs can become harder to forecast as volume grows. |

## How to start practically

1. Start with the highest-volume suppliers and predictable invoices.
2. Let AI propose, but keep review for low confidence and exceptions.
3. Capture corrections so recurring patterns improve.
4. Measure touchless rate, corrections, cycle time and exceptions after 30 days.
5. Then expand to complex invoices, multiple entities and PO matching.

## How Glimps approaches this

Glimps applies AI inside an Exact Online-specific workflow. The goal is not to be a separate recognition layer, but to process invoices with context: posting proposal, VAT, dimensions, approval and matching where needed.

For teams using scan and recognize today, the [Exact Online Scan & Recognize alternative](https://useglimps.com/en/alternatief-exact-online-scan-en-herken) page is a useful next step. For the broader process, read [automated invoice processing](https://useglimps.com/en/automatische-factuurverwerking). Then view [pricing](https://useglimps.com/en/pricing) or open the [demo](https://useglimps.com/en/demo).

## Conclusion

AI invoice processing is valuable when it goes beyond text recognition. For Exact Online teams, the gain is in reliable posting proposals, controlled exceptions and fewer manual steps. Start small, measure corrections and grow automation with clear controls.

### Wouter Murmans

Founder of Glimps

Wouter Murmans is the founder of Glimps. He builds Glimps for finance teams that process their purchase invoices in Exact Online, and writes about what goes wrong there in practice and how to fix it.

## Related articles

### How does scan and recognize work for invoices in Exact Online?

Scan and recognize extracts invoice data, while automated invoice processing goes further. Learn how OCR, AI, UBL, Peppol and Exact Online fit together.

### Automatically posting invoices in Exact Online: how to set it up safely

How to post purchase invoices automatically in Exact Online: the automatic invoice processing settings with menu paths, the mistakes to avoid and where a tool takes over the work.

### Scan & Recognize Exact Online: 7 alternatives compared (2026)

Recognising is not the same as handling. Seven alternatives to Scan & Recognize, and for each one what Glimps does differently: invoices that post themselves in Exact Online.