Code in Shadows, Secure in Light
Engineering Trusted AI Systems for National Security and High-Consequence Government Missions
Decision Support for Complex Government Missions
AnnexVault is a U.S.-based small business focused on the research, development, and prototyping of AI-enabled decision support systems for government and other high consequence operational environments. We design human centered analytical systems that help decision makers reason through risk, uncertainty, and complex contextual factors without replacing human judgment.
Our work emphasizes trusted and explainable AI, transparency, and alignment with mission, legal, and policy constraints. We engage early with government stakeholders to ensure the capabilities we develop are shaped by real operational needs and public trust considerations from the outset.
AI-Assisted Risk, Integrity, and Decision Support
AnnexVault develops AI-assisted analytical capabilities designed to support decision making in environments characterized by time pressure, incomplete information, and evolving threats. Our systems are intended to surface structured risk indicators, contextual insight, and uncertainty to support consistent and accountable human decisions.
These capabilities are developed through applied research and prototyping efforts, with refinement guided by collaboration with government partners to ensure operational relevance, auditability, and appropriate use.
