UiPath OCR activity
Description
Errors and delays in manual data interpretation and data entry impact critical events in customer journeys and business process efficiency. UiPath states that it is an automation software that has intelligent document creating capabilities to replace manual processes before and after the reading of the flat file. Some of its stated features are extracting text and allowing entire workflows to take place in a single application with one application license.
Detailed example
Extract and interpret data from a wide range of document types and formats, including images, PDFs, handwriting, signatures, checkboxes, and tables. It is designed to process documents intelligently, using a combination of rules, templates, and specialized or generative language models.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Automating data extraction from various documents and images, thereby increasing efficiency, accuracy, and speed in processes that involve manual data entry and document processing.
Audit / financial statement impact
Does not produce an output that serves as a principal basis for decisions or actions with legal, material, binding, or significant effect on any of the individuals or entities identified in OMB-25-21.
Controls / human review
ATO: Not reported; PIA: Not published