GrantSolutions Recipient Risk Tool
Description
Grant managers need an efficient method to conduct risk assessments before issuing financial assistance awards to prevent fraud, waste, and abuse.
Detailed example
Generates a risk score for each prospective recipient and lists the top contributing factors (e.g. prior findings) and data sources.
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
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Automates repetitive workflows, reduces manual effort, delivers actionable insights, and accelerates accurate, transparent decisions across the grant lifecycle.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Historical grant documents