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SolutionsFinance & valuation

Financial operations & real estate

Finance & valuation

We make data in invoices, valuation reports and attachments usable for review and existing business systems, preserving the link to the source document.

Finance & valuationReference interface · conceptual

Invoice to fields

PDF / OCR
Structured information
Supplier
Date
Amount and tax
Line items
01

Business need

Long reports and varied document formats increase manual extraction and repeated review.

02

Delivery approach

We combine text and visual processing by document type, structuring dates, amounts and other fields. Reviewed results connect to business records through defined APIs and transfer processes.

03

Evaluation & boundaries

Data extraction is separate from professional valuation. Expert judgment and report responsibility remain human; research scope is not presented as a finished automated valuation service.

Operational design

From data to decisions, and into ongoing work.

Finance teams or valuers assess source documents alongside results. A correctly formatted field does not complete a professional judgment. Source files and target-record identities remain linked throughout transfer.

  1. 01

    Invoice, report and attachments

    Define sources, scope and ownership together.

  2. 02

    Reading, format and consistency checks

    Track technical processing separately from business review.

  3. 03

    Reviewed data and transfer

    Connect the result to its record and responsible team.

01

Bounding the first implementation

Start with work that has a clear beginning, output and owner rather than automating the entire operation at once. Existing sources and user decisions determine the initial scope.

02

Comparing the change

Assess rework, missing information and human intervention alongside processing time. Compare equivalent workloads; do not report savings percentages before measurement.

Components and operating approach

Solution components work together.

Select a topic to explore the relationships between information, responsibility and delivery.

01

Invoice, report and attachments

Long reports and varied document formats increase manual extraction and repeated review.

01Invoice, report and attachments
02Reading, format and consistency checks
03Reviewed data and transfer
Business area
Finance & valuation
Related applications
Kesit · Hesap · Köprü · Emsal
Decision responsibility
Finance teams or valuers assess source documents alongside results. A correctly formatted field does not complete a professional judgment. Source files and target-record identities remain linked throughout transfer.
02

Reading, format and consistency checks

We combine text and visual processing by document type, structuring dates, amounts and other fields. Reviewed results connect to business records through defined APIs and transfer processes.

01Invoice, report and attachments
02Reading, format and consistency checks
03Reviewed data and transfer
Business area
Finance & valuation
Related applications
Kesit · Hesap · Köprü · Emsal
Decision responsibility
Finance teams or valuers assess source documents alongside results. A correctly formatted field does not complete a professional judgment. Source files and target-record identities remain linked throughout transfer.
03

Reviewed data and transfer

Data extraction is separate from professional valuation. Expert judgment and report responsibility remain human; research scope is not presented as a finished automated valuation service.

01Invoice, report and attachments
02Reading, format and consistency checks
03Reviewed data and transfer
Business area
Finance & valuation
Related applications
Kesit · Hesap · Köprü · Emsal
Decision responsibility
Finance teams or valuers assess source documents alongside results. A correctly formatted field does not complete a professional judgment. Source files and target-record identities remain linked throughout transfer.

An operating-model illustration, not live operations or measured performance results.

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