VA · VA-25-967 · record R2326

CHAMPVA Automation

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

Overview

Development stage: DeployedSource: c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
High-impact designation: Not high-impactSource: c) Not high-impact
Impact justification: Not reported
Start date: Not reported
Withheld from public reporting: Not reported

Mission

Topic area: Administrative Functions
Operational functions: Claims and case processing Derived by keyword rules; see methodology

Problem the AI is intended to solve

The AI solution is designed to eliminate the manual data entry burden associated with processing CHAMPVA applications. Each application previously required up to 61 administrative steps, contributing to a backlog of over 70,000 unprocessed applications and delays of up to 162 days. The AI automates data extraction from VA Form 10-10d PDFs and streamlines ingestion into the Claims Processing and Eligibility (CP&E) system, significantly reducing processing time and administrative workload.

Expected benefits

Increased Efficiency: Automating data extraction and processing reduces time spent on manual tasks. Cost Savings: Reduces labor costs associated with manual data entry and backlog management. Improved Service Delivery: Accelerates application processing, allowing Veterans and their families to receive benefits faster. Enhanced Staff Productivity: Frees up staff to focus on eligibility determinations and higher-value tasks. Supports VA’s Mission: Strengthens the VA’s commitment to serving Veterans and their families with timely and effective healthcare benefits.

System outputs

The AI system outputs structured data extracted from VA Form 10-10d PDF applications. This data is formatted into text files suitable for ingestion into the CP&E system. The outputs include: Applicant demographic and eligibility information Validated data records for benefit processing Automated alerts via VA Notify to inform applicants of status updates Data logs for tracking and auditing purposes These outputs enable downstream systems to process applications efficiently and support eligibility decision-making.

Technology

AI classification: Natural language processingSource: Natural Language Processing: AI that processes, interprets, and shares information in human language.
System name(s): Not reported
Custom-developed code: Yes
Public source code: Not reported

Sourcing

How it was built: Developed in-houseSource: b) Developed in-house
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: catalog.data.gov ↗

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