OMB Individually Reported
Loan Guaranty Lender’s Handbook Chatbot
Low riskExact public inventory row
Description
Loan Guaranty Service (LGY) has many policy and procedural documents that are difficult to know and retrieve information for. This AI tool is designed to make the knowledge retrieval process more efficient and improve consistency.
Detailed example
Curated information (answers) to user questions based on LGY policy and procedures.
AI / analytics pattern
Reinforcement Learning: AI trained through trial and error using rewards and penalties to optimize decision-making policies.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Increase efficiency and consistency in knowledge retrieval from source documents (manuals, SOPs, other policy & procedural documents).
Controls / human review
ATO: Not reported; PIA: Not published