# VA OIG Plans Hybrid AI Platform

The VA Office of Inspector General is planning a hybrid AI platform that would route tasks to models according to cost, complexity, use case, and governance requirements, with the aim of controlling token-based spending while preserving employee access to AI. The platform is a desired end state, not an operational system; the VA OIG has disclosed no procurement vehicle, budget, deployment timeline, or expected savings, so this is an emerging requirement rather than an active solicitation.

- Prospective suppliers can assess how their AI orchestration, model-routing, and cost-governance capabilities address the stated selection factors, while recognizing that no solicitation or acquisition path has been announced.
- The effort signals a potential federal demand for ways to balance employee AI access with spending controls and governance; contractors should avoid assuming a defined scope, funding level, or award schedule.

**Jurisdictions:** federal
**Industries:** Information Technology
**Topics:** Artificial Intelligence
**Published:** October 28, 2026

### Government Entities
- Department of Veterans Affairs Office of Inspector General (VA OIG)
- Department of Veterans Affairs (VA)

### Sources
- [VA OIG Plans Hybrid AI Platform to Control Token Spending – MeriTalk](https://www.meritalk.com/articles/va-oig-plans-hybrid-ai-platform-to-control-token-spending) - MeriTalk