VA · VA-25-4527 · record R2080

Disability Benefits Document Classifier

Department of Veterans Affairs · OIT: Office of Information & Technology

Overview

Development stage: In development or acquisitionSource: a) Pre-deployment – The use case is in a development or acquisition status.
High-impact designation: High-impactSource: a) High-impact
Impact justification: Not reported
Start date: Not reported
Withheld from public reporting: Not reported

Mission

Topic area: Government Benefits Processing
Operational functions: No function tag matched Derived by keyword rules; see methodology

Problem the AI is intended to solve

As a Veteran submitting documents to support a claim, I want the VA to automatically classify my uploads so that I can avoid confusing dropdowns and feel confident my evidence will be reviewed and processed correctly. The burden currently rests with Veterans to classify/label their documents on VA.gov after manually uploading them. As a result: - Veterans face confusing submission experiences - Veterans overuse the "other/correspondence" document label - Veteran Service Representatives (VSRs) waste time opening mislabeled files in the Veterans Benefits Management System (VBMS) eFolder - Automation systems ignore incorrectly labeled evidence or misroute it (causing delays of up to 26 days)

Expected benefits

Automating this manual task saves time for Veterans applying for benefits, VSRs processing claims, and increases throughput and accuracy of downstream automation systems.

System outputs

For each document uploaded, our system returns the corresponding VA.gov/VBMS-defined document type.

Technology

AI classification: Classical / predictive MLSource: Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relatio…
System name(s): Not reported
Custom-developed code: Not reported
Public source code: Not reported

Sourcing

How it was built: Not reported
Vendor (as reported): Not reported
Vendors (standardized): None on the standard list

A vendor is the supplier named by the agency. It does not identify the underlying model or AI technology.

Data and privacy

Involves PII: Not reported
Privacy Impact Assessment: Not reported
Authorization to Operate: Not reported
Demographic features: Not reported
Training and evaluation data: Not reported
Federal Data Catalog: Not reported

Governance

0 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.

Pre-deployment testingNo answer reported

AI impact assessmentNo answer reported

Independent reviewNo answer reported

Ongoing monitoringNo answer reported

Operator trainingNo answer reported

Fail-safeNo answer reported

Appeal processNo answer reported

User and public consultationNo answer reported

Potential impacts and how they were identified

Not reported