OMB Individually Reported
Requirement Alignment (REQAL)
Low riskExact public inventory row
Description
Use NLP and large language Model (LLM) such as GPT or BERT to encode experiences of the personnel into a knowledge graph. Then train a graph neural network (GNN) to automatically match solicitations to experts in the organization.
Detailed example
solicitations
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Use NLP and large language Model (LLM) such as GPT or BERT to encode experiences of the personnel into a knowledge graph. Then train a graph neural network (GNN) to automatically match solicitations to experts in the organization.
Controls / human review
ATO: Not reported; PIA: Not published