Implement Intelligent Document Processing in Forms
Intelligent document processing applies artificial intelligence (AI) and machine learning techniques to capture, extract, and process structured, semi-structured, and unstructured data from a variety of document formats. In Process Automation forms, intelligent document processsing is implemented with the Document Understanding control that uses out of the box pretrained AI models from Oracle Cloud Infrastructure (OCI) Document Understanding AI service to automatically detect, classify and extract texts and objects from uploaded documents.
To know more about OCI Document Understanding AI service, see Oracle Cloud Infrastructure Document Understanding documentation.
- The Document Classification AI model is used to classify the document uploaded to the document understanding control. See Document Classification.
- The Key Value Extraction AI model is used to extract values for predefined key value pairs in the uploaded document. For example, if a passport includes nationality and date of issue, Document Understanding can identify these values and return them as a key value pair. See Key Value Extraction.
Note:
Process Automation is preregistered with OCI Document Understanding AI service for tenancies in the OC1 realm.To learn how to configure the document understanding control in forms, see Configure Document Understanding Controls.
Configure Document Understanding Controls
Use the Document Understanding control to implement intelligent document processing in forms to automatically detect, classify, and extract texts and objects from files uploaded to it. The extracted text can be used for process routing, approvals or can be sent to a downstream system.
Note:
The document understanding control is available in the Forms palette only if your tenancy is in the OC1 realm. To know more about Oracle Cloud Infrastructure realms, see Regions and Availability Domains in Oracle Cloud Infrastructure Documentation.To configure a document understanding control: