Interactive simulation
How does a GI Bill claim actually get paid?
Not the eligibility rules — the pipeline. Every education claim either resolves by automation in about a day, or lands in a queue worked by human Veteran Claims Examiners — and that queue has an arrival rate, a capacity, and a breaking point. VA's own market-research documents say the system runs at roughly 60% automation today. This page is a working simulation of that pipeline. Move the controls and watch what automation, enrollment surges, and staffing actually do to the clock.
Independent, and honest about what it is. This site is not affiliated with the Department of Veterans Affairs. The model's stated rates and times come from VA's published RFI 36C10D26Q0163 (July 2026); volumes are normalized — the public record does not publish weekly claim counts, so the simulator uses 100 claims/week as its unit and every parameter is graded in the provenance ledger.
View this chart as a table
| Week | Median backlog | 10–90% range |
|---|
What the model is doing
Each simulated week, claims arrive (Poisson around the weekly rate, multiplied during the surge window). A share resolves by automated adjudication — VA reports those complete in about one day. Automation isn't free of humans, though: at the RFI's stated 95%+ quality rate, a few percent of automated claims offramp back into the manual queue. Everything else goes straight to manual adjudication by Veteran Claims Examiners, whose weekly throughput is the capacity slider. Manual time-to-decision is the queue wait plus hands-on work time, calibrated so the baseline scenario reproduces the RFI's own 9.5–18.7-day manual range.
The verdict tile is the bottleneck test: if manual inflow exceeds capacity even off-season, the backlog grows without bound (under water all year). If capacity only loses during the surge, you get the spike-and-recover shape (drowns in the surge) — the annual fall backlog story every school certifying official knows.
What this is not
It is not a claim about any individual case, not a forecast of VA performance, and not built from any non-public information. It is the arithmetic of the pipeline VA itself described when it asked industry how to modernize the Digital GI Bill — made public, interactive, and inspectable. Where the public record is silent (absolute volumes, chapter mix, examiner counts), the model stays in normalized units and says so in the ledger.