Document Processing
Description
Use natural language processing to convert spoken audio to text for employees with vision or mobility limitations.
Detailed example
Structured data files, including spreadsheets
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Machine extraction and arrangement of data facilitates review and can allow human reviewers to locate relationships and patterns that would not otherwise be obvious.
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