Document AI

Document AI: intelligent document processing and data extraction
Invoices, contracts and forms, straight into your forms.

Read the fields in invoices, waybills, contracts and application documents with AI and OCR; fill in the relevant ERP form as a draft and simply approve.

Features
ErucaAI · Document queue
Incoming documents
invoice_[000].pdf · 14 fieldsEntry draft ready
contract_[company].pdfAwaiting review
application_[000].jpg · OCRReading
What is document AI?

No more manual data entry.

Document data extraction (intelligent document processing) is reading the information in scanned or digital documents with AI and turning it into structured data. Classic OCR only recognizes text, while ErucaAI also understands what the text means: it can tell which amount is VAT, which date is the due date and which clause is a penalty clause.

Extracted fields are filled into the relevant form in Eruca ERP as a draft: a supplier invoice becomes a journal entry, an application document is linked to the loan application, and a contract to the customer account. The user just reviews and approves. Every approval makes the model more accurate on the next document.

What document AI brings
  • Manual data entry and typos go down.
  • Processing time per document drops from minutes to seconds.
  • Missing or inconsistent documents are caught right at intake.
  • Shows where in the document each field was read from.
  • Documents are archived with the record and searchable later.
Features

What's included in document data extraction?

01

OCR and handwriting

Scanned, photographed or faxed documents; high-accuracy text recognition, including Turkish characters.

02

Field extraction

Automatic reading of fields such as invoice number, date, tax ID, amount, VAT, line items and due date.

03

Document classification

The type of each incoming document (invoice, waybill, contract, ID, balance sheet) is identified automatically.

04

Draft form filling

Extracted values are written to the relevant ERP form as a draft; the user approves.

05

Consistency checks

Totals, tax IDs and order matches are checked; suspicious fields are flagged.

06

Contract analysis

Parties, term, termination, penalty and collateral clauses are summarized; risky clauses are highlighted.

07

e-Invoice and XML

e-Invoice and e-Archive XML files are read directly, with no need for OCR.

08

Batch processing

Documents arriving from a mailbox, folder or scanner are processed in batches in a queue.

Process flow

From incoming document to approved record.

A document arrives by email, scanner or upload; it is read, checked and lands in front of the right person for approval.

  1. 01
    Document arrives
  2. 02
    Classification
  3. 03
    OCR
  4. 04
    Field extraction
  5. 05
    Check
  6. 06
    Draft form
  7. 07
    Approval and archive
Who it's for

Who is document AI for?

Accounting and finance

Teams processing hundreds of supplier invoices and expense documents every month.

Credit and financing

Institutions reading balance sheets, tax certificates and ID documents in application files.

Procurement and logistics

Teams working with waybills, bills of lading and delivery documents.

Legal and compliance

Units tracking a contract portfolio and running clause-level risk analysis.

Together with Eruca ERP AI works with your business data. In Eruca ERP, extracted documents are linked as drafts to a journal entry, customer account or loan application; the document is archived right next to the record. Eruca ERP With ErucaStudio AI agents in the development process. Have a new document type? Define its fields and target form in ErucaStudio, and the model starts learning the same day. ErucaStudio
FAQ

Frequently asked questions about Document Data Extraction

How accurate is AI invoice reading?

Accuracy depends on document quality and type. In digital PDFs and e-Invoice XML files, fields are read almost flawlessly; in scanned documents, uncertain fields are flagged and never become a record without user approval.

What is the difference between OCR and AI-powered document processing?

OCR only recognizes the text in an image. AI-powered document processing extracts the meaning of the text: it finds the fields, identifies the document type, checks consistency and places the data in the right form.

Which languages can it read documents in?

Documents in Turkish and English first and foremost, as well as documents written in Latin, Cyrillic and Arabic scripts, are supported.

Are documents sent to an external service?

No. OCR and the language model run on your on-premise server; documents never leave the corporate network.

Can we teach it our own document templates?

Yes. A few approved examples are enough for a new document type; on subsequent documents, the model finds the fields on its own.

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Let's build your first model together.

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