Data Extraction and process automation

Precise and simple Data Extraction with Caya

Automate your document processes and increase the effectiveness of your workflows with Caya's Data Extractions — simply, with just a few clicks.

Dokument dass durch Caya verarbeitet und digital in der Inbox zur Verfügung gestellt wird, um dann an weitere Tools weitergeleitet zu werden

Discover the automated
Data Extraction from Caya

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Leading AI technology

Our data extractions are based on modern AI technology for precise processing of your documents.

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User-friendly interface

Our intuitive user interface makes it easy to use and navigate.

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Seamless routing

After extraction, the data is automatically transferred to your target systems such as ERP, DMS or accounting software.

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100% GDPR-compliant

When extracting your data, we comply with GDPR guidelines.

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Easy connection

Our AI models can be specifically trained for specific use cases — for maximum precision even with complex or industry-specific documents.

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Full automation for
every use case

Standard Data Extraction

With Caya's Deep OCR process, a text image is automatically converted into a machine-readable text format. Each document is treated as a letter, from which the same standardized data points are read out. The resulting data enables you to immediately perform many relevant actions — from searching, finding and editing to paying with just one click. Our deep learning technologies extract essential information from your documents, such as sender and recipient, subject, contact details, and IBAN.

Automatic data extraction from invoices – extracted fields include sender, sender email, receiver, subject and tags

Additional extraction for even more data

Advanced Data Extraction

To extract specific data points, in addition to standard data, you can use Caya's Advanced Data Extraction. Our pre-trained AI models for reading ten document types capture relevant data fields (such as the EORI number). We then export the data for you in a structured form to the tools that you already use. It is not necessary for Caya to have “seen” the documents in advance.

Extractable document types: invoices (including hotel invoices), receipts, fines, bank statements, enrollment certificates, payslips, identity documents, delivery notes and vehicle registrations.
Automatic data extraction from bank statements – extracted fields include booking period, date of booking, value date, creation date and amount

Additional extraction for all types of data

Custom Data Extraction

If you have special requirements, we can individually train our models and tailor them entirely to your wishes. Individual Data Extraction enables, in addition to extracting standard data, a personalized approach for your specific document processing and the automated extraction of data and documents of any kind. We then export the data for you to tools of your choice.

Sample documents: tradesman invoices, insurance policies, law firm documents, legal expenses insurance notices, car rental invoices, repair invoices, bills of lading and many more.
Caya Document Automation Suite: Automatic data extraction from car rental invoices – extracted fields include driver, car model, licence plate, chassis number and rental period

Discover the 
Data Extractions from Caya

Below you will find examples of some current use cases.

Standard Data Extraction
Advanced Data Extraction
Custom Data Extraction
The subject of the letter:
Request for metal construction in our new office
Date:
13 novembre 2023
Recipient's name:
Metallbau Stahl GmbH
Recipient address line 1:
Schrebergasse 128
Recipient's postal code and city:
10115 Berlin
Sender name:
Alexander Schneider
Sender address line 1:
Adlershofer Strasse 34
Sender's address addition:
Creative GmbH
Sender's postal code and city:
10838 Berlin
Sender's website:
www.kreativ-gmbh.de
Sender's email
kreativgmbh@googlemail.com
Sender phone number:
+49 (0) 30 2121356
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subject:
Office structure steel scaffolding invoice
Recipient:
Max Schuster
Recipient's address:
Karl-Marx-Strasse 31, 10241 Berlin
Sender:
Metallbau Stahl GmbH
Sender's address:
Poststraße 12, 10999 Berlin
Sender's website:
www.metallbau-stahl.de
Seller email:
metallbaustahl@email.com
Means of payment:
credit card
Delivery date
01.08.23
Payment amount:
222.51
Order number:
01727
Order number:
369852
Customer number:
1068
Seller's IBAN:
DE10 25 25 25 500 600 26 00
Seller's BIC:
BANKDEBE
Seller's VAT ID:
DE216398573
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subject:
Invoice for 6 nights
Invoice date:
15.01.23
Buyer's name:
Maria Mustermann
Seller name:
Hotel Sonne
IBAN:
EN04120600000000702051
BIC:
BANKDEBE
Sales tax ID:
DE216398573
Tax number:
23 456 678 234
number of days:
6
Booking number:
23102023
Means of payment:
credit card
Payment term date:
31.01.23
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Explanation of the booking process:
Locker fee
Booking date:
02.01.23
Valuation date:
02.01.23
value:
35
Creation date:
13.01.2023
Booking period:
02/23
IBAN:
EN05 0010 0000 1234 56
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Billing month:
September 2022
Personnel number:
00001
Tax ID:
32201459786
tax bracket
1
Social security number:
57151162M722
First and last name of the employee:
Maria Fischer
Name of employer:
Model company
Gross monthly fee:
2,124.00
Net monthly fee:
1,414.78
Health insurance contribution:
168.26
Date of birth of employees:
15.11.62
Monthly payout amount
1,374.78
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Insurance number:
12 348674 H 004
Name of policyholder:
Justus Frank
Name of insurance:
BeSafe insurance
Policyholder's address:
Meisterstraße 23, 12039 Berlin
Name of insured person:
Justus Frank
Start of insurance:
05.10.23
Insurance type 1:
basic insurance
Insurance type 2:
additional insurance
Total amount per month
287.20
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Standard data extraction
Advanced data extraction
Custom data extraction
Extractable data
Standard data points
Extracting specific data points through pre-trained AI models
Extraction of individual data points through personalized trained AI models for you
Extractable documents
All documents in the postbox
Invoices (including hotel bills), receipts, fines, account statements, enrollment certificates, payslips, identity documents, delivery notes and vehicle registrations.
Craftsman invoices, insurance policies, law firm documents, legal expenses insurance notices, car rental invoices, repair invoices, bills of lading and much more.
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Included in the standard rate
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“The technology is amazing! We've accelerated our administrative process by 30% and are saving over 20 hours a week for annoying tasks that we no longer have to do manually.”

Urban Impact Agency

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Do you have any questions?

Does Caya use AI?

Yes Caya uses AI-based technologies to automatically classify and extract data from documents. The platform combines deep OCR for text recognition with machine learning models that recognize document types based on content and structure and precisely extract relevant data.

Yes Caya uses AI-based technologies to automatically classify and extract data from documents. The platform combines deep OCR for text recognition with machine learning models that recognize document types based on content and structure and precisely extract relevant data.
Which types of documents can be processed?

Caya processes business documents across industries — including invoices, delivery notes, bills of lading and customs documents in logistics, accompanying documents for loan applications and seizure orders in finance, reports, cost estimates and police reports in the insurance sector, as well as medical bills, side effect reports and certificates of analysis in pharmaceuticals and healthcare.

Caya processes business documents across industries — including invoices, delivery notes, bills of lading and customs documents in logistics, accompanying documents for loan applications and seizure orders in finance, reports, cost estimates and police reports in the insurance sector, as well as medical bills, side effect reports and certificates of analysis in pharmaceuticals and healthcare.
Why does Caya use deep OCR and machine learning instead of LLM?

For the structured processing of standardized business documents, specialized deep OCR and machine learning models are usually more precise and faster than large language models. While LLMs are particularly strong in generative and semantic tasks, dedicated ML models are optimized for consistent, rule-based extraction of recurring document types such as invoices, contracts, or forms.

For the structured processing of standardized business documents, specialized deep OCR and machine learning models are usually more precise and faster than large language models. While LLMs are particularly strong in generative and semantic tasks, dedicated ML models are optimized for consistent, rule-based extraction of recurring document types such as invoices, contracts, or forms.
Do I need experience with code and programming for Caya's data extractions?

No, you don't need any experience in programming or working with code. The Caya Document Automation Suite's intuitive user interface makes it easy to use and navigate.

No, you don't need any experience in programming or working with code. The Caya Document Automation Suite's intuitive user interface makes it easy to use and navigate.
Which tools can I have my extracted data transferred to?

The Caya Document Automation Suite offers integrations with over 130 software solutions. This includes software from the areas of accounting and personnel as well as industry software for property managers, real estate managers and tax consultants. All integrations can be found at caya.com/integrations.

The Caya Document Automation Suite offers integrations with over 130 software solutions. This includes software from the areas of accounting and personnel as well as industry software for property managers, real estate managers and tax consultants. All integrations can be found at caya.com/integrations.
Who are data extractions beneficial for?

Document Extractions from Caya are particularly beneficial for companies that want to eliminate manual data entry and transfer extracted data precisely and in a structured manner to ERP, CRM, or accounting systems. The extraction is automatically validated against master data to minimize errors and ensure data quality.

Document Extractions from Caya are particularly beneficial for companies that want to eliminate manual data entry and transfer extracted data precisely and in a structured manner to ERP, CRM, or accounting systems. The extraction is automatically validated against master data to minimize errors and ensure data quality.
Can Caya also automate the processing of sensitive documents such as loan applications?

Yes With Caya, even sensitive documents such as loan applications can be processed automatically. Incoming loan applications are recognized, classified and securely processed, while relevant data is extracted in a structured way and forwarded to relevant teams or systems.

Yes With Caya, even sensitive documents such as loan applications can be processed automatically. Incoming loan applications are recognized, classified and securely processed, while relevant data is extracted in a structured way and forwarded to relevant teams or systems.

Ready for a new level of efficiency?

Automate and optimise your document-based processes with Caya's Data Extractions. This not only saves you time and nerves, but also increases your productivity.