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Synthetiq Data Extraction

Extract data from application documents and save it automatically to DigiFi variables.

The DigiFi platform includes a built-in integration with Synthetiq, an AI-driven OCR solution for automated data extraction.

You can set up this integration to save time and resources while ensuring precise data extraction. Synthetiq extracts clean data from documents using AI technology and the data is then returned for use in DigiFi.

How To Create a Synthetiq Account

It only takes a few minutes to create a new Synthetiq account. Click here to get started.

After you created a Synthetiq account, navigate to Developers > API Credentials section to generate an API key.

To receive the extraction results in DigiFi, you need to set up a webhook in Synthetiq. Navigate to the Developers > Webhooks section in Synthetiq to add a new endpoint and copy the generated webhook secret key. Use the endpoint provided in the DigiFi platform by navigating to Lending Setup > Integrations > Synthetiq Data Extraction. Copy the endpoint URL and paste it in the Synthetiq webhooks configuration page.

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We recommend to listen for all events when setting up the webhook.

How to Connect Your Synthetiq Account to DigiFi

To enable the Synthetiq Data Extraction integration, follow these steps:

  • Navigate to the "Lending Setup" section in the DigiFi navigation bar. Click on the "Integrations" subsection.
  • Open "Synthetiq Data Extraction" and choose the "Credentials" tab.
  • Provide the API Key and the Webhook Secret Key (which can be found inside your Synthetiq account).
  • Click the "Save Changes" button.

DigiFi will automatically check that the API key and Webhook Secret Key are valid. If it is, your Synthetiq account will now be connected.

Manage Document Types

Click on the "Document Types" tab to view the document types that were imported from Synthetiq to DigiFi.

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Existing document types already imported to DigiFi will be marked with a blue "IMPORTED" tag to prevent accidentally overwriting templates and mappings.

If there are no document types set up in your Synthetiq account, you'll receive a message indicating that you need to create document types in Synthetiq first. Synthetiq includes standard document types, which can be used "out of the box", plus the ability to easily add additional custom document types.

Edit Document Types

You can view the document type fields and map them to DigiFi variables. This process allows for seamless data extraction and storage within applications in DigiFi. To ensure that the extracted values are accurately saved to DigiFi variables, follow these steps:

  • Click on the document type row in the table or select "Edit Document Type" to access the contextual view with document type and field mapping details:
    • Document Type Data Field: This field displays the name of the field from Synthetiq.
    • Field Data Type: It represents the data type of the field from Synthetiq.
    • Variable Used: This column displays the DigiFi variable to which the extracted data should be saved.
  • Click "Edit Variable Mapping" to open the "Variable Mapping" modal. In this modal, you can select the DigiFi variable to which you want to map the Synthetiq field.

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Synthetiq's "Array of Objects" data type can be mapped to DigiFi's Table variable.

By following these steps, you can map document type fields to DigiFi variables, ensuring that the extracted data is correctly saved in DigiFi.

Using Synthetiq's Data Extraction

Now that your Synthetiq integration is set up and properly configured, here's how you can use it.

When you upload loan application documents and initiate the data extraction process, the Synthetiq Data Extraction feature will automatically process them. The following file formats are accepted by Synthetiq: .pdf, .jpg, .jpeg, .png.

Clicking “Extract Document Data” opens  “Analyze Document” page where you need to:

  • Select “Document Type” from the list of document types imported from Synthetiq to DigiFi.
  • Indicate the “Processing Mode”. Processing mode options:
    • Highest Quality (Recommended)
    • Fastest Processing

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"Highest Quality" is the default processing mode, and it prioritizes accuracy over speed; this is best for complex documents where enhanced logic is helpful. On the other hand, the "Fastest Processing" mode is designed for simpler documents or situations where speed is critical.

While Synthetiq is analyzing the document, you'll see the "Analyzing" state. Upon the end of processing, the state will change to "Passed" or "Failed".

Updated 4 months ago