Resources to Assist the Advisory Board In Identifying AI Tools for Use In An Adjudication Environment
Description
Agency adjudication activities require the analysis of large quantities of data to conduct docket analysis, identify efficiencies in case processing, and conduct 508 compliance required to make decisions available to the public.
Detailed example
Enhanced workload data that can be used to allocate resources to the DAB's various adjudicatory divisions.
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
Use AI to analyze data received from appellants and interested parties to identify trends, increase efficiency in case processing and improve adjudication outcomes.
Controls / human review
ATO: Not reported; PIA: Not published