OMB Individually Reported
Use modern AI/ML approaches to gain insight into USGS unstructured data such as text [2024 INV#WO0000000131706]
Low riskExact public inventory row
Description
There are a lot of unstructured data within USGS. Current efforts are to manually extract and analyze that data. We want to apply modern AI/ML approaches such as RAG (Retrieval-Augmented Generation) to gain insights from that unstructured data.
Detailed example
Develop AI/ML approaches such as RAG (Retrieval-Augmented Generation) to gain insights from that unstructured data
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
gain insights from that unstructured data
Controls / human review
ATO: No; PIA: Not published