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OCR + AI for invoices — accounting without manual entry

OCR + AI for invoices — accounting without manual entry

Microsoft Document Intelligence recognises invoices in 30 different layouts, extracts number, amount, tax ID, line items, and pushes them into your accounting system. Approval workflow in Teams, integration with Comarch / Symfonia / Sage. Go-live in 4–8 weeks.

01

Accounting tied up with data entry instead of cost analysis

02

Errors in entered data — posting mistakes

03

Bottleneck at month-end

Customer problem

An accountant keys invoices in by hand — 4 hours a day, 8 errors a month

In a typical 100-person company, 60–120 cost invoices arrive every month. Each needs to be opened, the number re-typed, the amount and tax ID copied, the attachment linked, a cost account assigned, and the manager's approval recorded. It's a full-time job for 1–2 people, with errors and bottlenecks.

Intelligent Document Processing (IDP) uses OCR + AI to automatically recognize invoices and extract the data. Microsoft Document Intelligence handles 95% of invoices without a human touch. The remaining 5% are corrected by a person in an intuitive interface. Time per invoice drops from 8 minutes to 30 seconds.

An accountant keys invoices in by hand — 4 hours a day, 8 errors a month

Why it matters

Accounting tied up with data entry instead of cost analysis

Errors in entered data — posting mistakes

Bottleneck at month-end

No visibility — CFO doesn't know how many liabilities are pending

Costly to scale as the company grows

What we deliver

What we deliver in the implementation

A complete stack: OCR + AI + workflow + accounting integration. Ready to use in 4–8 weeks.

01

Microsoft Document Intelligence configuration

AI model trained on your invoices. Recognises number, date, tax ID, amounts (gross/net/VAT), line items, banking data.

02

Invoice intake workflow

Automatic invoice intake from the mailbox (or KSeF / supplier portals) and routing into OCR.

03

Approval workflow in Teams

After OCR, the invoice goes to the cost manager who approves with one tap in Teams (Adaptive Card). Escalations for no-decision.

04

Accounting system integration

Approved invoices flow automatically into accounting. Integration with Comarch ERP XL / Optima, Symfonia, Sage, SAP, Dynamics — via API or RPA.

05

Exception handling

Invoices the AI couldn't recognise with 95% confidence go to the accountant for manual review — in a smooth interface, not the old ERP.

06

Full KSeF alignment

Support for KSeF (Poland's National e-Invoicing System) — direct intake from KSeF, JPK validation, 2026 compliance.

07

Accounting dashboards

Dashboard for the CFO: invoices in pipeline, where the bottlenecks are, slowest approvers, outstanding liabilities.

08

Training and 30 days of support

Sessions for accountants (how to fix exceptions), managers (how to approve) and admins (how to monitor). 30 days of support.

Technology stack

Technologies we use

Microsoft Document Intelligence at the core of OCR + AI, plus the M365 stack for workflow and integrations.

Microsoft Document Intelligence (Azure AI)Power AutomatePower Automate Desktop (RPA for systems without APIs)SharePoint (invoice archive)Microsoft Teams (approvals)KSeF (national e-invoicing system)Comarch / Symfonia / Sage / SAP (integrations)

Your solution

Typical invoice automation scenarios

Cost invoices from the inbox

The most common scenario. Invoice arrives by email, OCR extracts data, manager approves, invoice is posted automatically.

Invoices from supplier portals

Large suppliers publish invoices on portals (energy, telecom, B2B). RPA logs in daily, pulls new invoices, feeds them into the workflow.

Invoice intake from KSeF

National e-invoicing 2026. Invoices arrive as e-invoices, the workflow pulls them from KSeF, OCR isn't needed — the data is already structured.

Issuing sales invoices to KSeF

On the sales side: automatic issuance of invoices from the sales system directly into KSeF, validation, real-time status.

Solution fit

Sprawdźmy, które elementy rozwiązania najszybciej ograniczą pracę manualną i uporządkują procesy w Twojej organizacji.

Free consultation

Impact and metrics

Effects of invoice automation

Clients we have implemented IDP for report similar effects within the first 2 months.

95%

of invoices processed automatically

-87%

shorter time per invoice

0

data re-keying errors

100%

KSeF alignment

Business benefits

Drastically shorter processing time

From 8 minutes per invoice to 30 seconds. Accounting reclaims 40–80 hours a month.

Zero re-keying errors

AI won't typo a tax ID or amount. Posting errors disappear.

Better visibility for the CFO

Dashboard shows what's pending, the liability stack, where the bottlenecks are.

Who this is for

Who this is for

Companies with 30+ cost invoices per month

The more invoices, the higher the ROI. At 50+ per month the payback is 4–6 months.

Organizations preparing for KSeF 2026

Deploying IDP now means full KSeF readiness from day one of the regulation.

Groups and multi-entity organizations

A consolidated IDP workflow gives group-level liability visibility without ERP integration.

Microsoft 365 companies

Document Intelligence + Power Automate is a natural M365 extension, no new licences.

Implementation process

IDP implementation process

We implement the solution in a structured model that clarifies project stages, integration with the current environment and further development across the organization.

Stage01

Invoice and process audit (1 week)

Analysis of existing invoices (layouts, suppliers, frequency). Mapping the posting and approval process.

Stage02

OCR model training (1–2 weeks)

Training Microsoft Document Intelligence on your invoices. Validating recognition quality on a 100-invoice sample.

Stage03

Workflow and integrations (2–3 weeks)

Building the intake workflow, Teams approvals, accounting integration. RPA for systems without APIs.

Stage04

Pilot and training (1 week)

A 2-week pilot with quality monitoring. Training for accountants and managers. Post-pilot tweaks.

Stage05

Go-live and 30 days of support

Full production launch. 30 days of active support with recognition quality monitoring.

Stage 1 of 5

Audit of the current invoice process

Estimation of time and cost savings

IDP rollout plan with ERP integration

FAQ

FAQ about IDP / OCR for invoices

How long does IDP implementation take?

Typically 4–8 weeks. OCR training (1–2 weeks), workflow + integrations (2–3 weeks), pilot + training (1 week), go-live + support.

Will AI recognise an invoice in a non-standard layout?

Microsoft Document Intelligence has pre-trained models for typical invoices and handles most. For unusual layouts (e.g. a specific supplier) we train the model on a sample of 5–10 invoices. After training recognition reaches 98%+.

What about invoices in 30 different layouts?

The OCR model works regardless of layout (column order, field placement) — it extracts data semantically, not positionally. 95% of invoices handled automatically, regardless of how they look.

What about KSeF from 2026?

We deploy IDP fully KSeF-compliant from day one. The intake workflow handles both KSeF invoices (structured) and traditional PDFs. When the KSeF mandate kicks in you don't have to rebuild anything.

Do you integrate with our ERP?

Yes. Standardly: Comarch ERP XL / Optima, Symfonia, Sage, SAP, Microsoft Dynamics, iScala. We pick the best method per system: API if available, RPA if not.

Are trainings included?

Yes. Sessions for accountants (handling exceptions), cost managers (approvals) and admins (monitoring). Plus internal materials.

What's the monthly running cost?

Microsoft Document Intelligence is billed per invoice and scales smoothly with volume. On our side it's typically a few hours of consultant time per month — monitoring extraction quality, handling new invoice formats and small workflow improvements.

Kontakt

Let’s talk about your needs!

Filling out the form takes just a moment, and we will get in touch to understand your requirements.

Business advisor discussing an AI implementation

In-depth analysis

Intelligent invoice processing (OCR/IDP) — what to know

Intelligent Document Processing (IDP) combines OCR (character recognition) with AI (context understanding) to automatically process invoices and documents. Microsoft Document Intelligence (part of Azure AI) is one of the strongest platforms in this space — trained on millions of invoices, delivered as a cloud service integrated with Microsoft 365.

A typical IDP rollout for cost invoices pays back in 4–8 months in companies with 30+ invoices a month. Main savings: accounting time (40–80 hours a month), elimination of re-keying errors, shorter approval times, full liability visibility for the CFO. Plus KSeF 2026 readiness, which will force changes for many companies anyway.

A good IDP implementation is more than OCR. It is a complete stack: invoice intake (email, KSeF, portals), OCR + AI for recognition, approval workflow (usually in Teams), accounting integration (API or RPA), CFO dashboards. Without these elements the project becomes an expensive experiment instead of a real saving.