U.S. Department of Veterans Affairs
Automated Decision Support for disability claims
VA says claims now take 81 days instead of 141 as it expands its decision-support tool; Democrats question errors
Problem
VA has had a long backlog of veterans' benefit claims, and early steps such as gathering evidence take time.
Approach
Automated Decision Support, a machine learning tool, checks claim elements, such as whether service dates meet presumptive criteria, and shows which are satisfied. VA says it does not decide or deny claims and that human decision makers review results. It updates the tool every six to eight weeks and plans to add conditions and claim types.
Results
Takeaway
The 141-to-81-day drop was cited by a VA official at an April 2026 House hearing as processing time since January 2025. It is not isolated to this tool, and lawmakers disputed what the accuracy measures show.
Categories
- Size
- Large enterprise
- Industry
- Public sector
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Nextgov/FCW reported that VA officials told an April 2026 House hearing that average claim processing time had fallen from 141 to 81 days since January 2025. Officials credited AI-assisted claims work, while Democratic lawmakers questioned error rates. The department also requested funding for AI.
Full details are in the original sources.