AnnexVault is a U.S.-based small business developing explainable, human-in-the-loop AI systems for government, national security, and other high-consequence operational environments.

We combine applied research, security engineering, and decision-support design to help mission teams reason through risk, uncertainty, and complex contextual factors without replacing human judgment.

AnnexVault develops research-driven analytical capabilities that support responsible decision-making in environments where accuracy, transparency, and accountability matter.

Our work emphasizes explainable AI, evidence-aware analysis, operational relevance, and alignment with mission, legal, and policy constraints.

Our emerging platform directions include OSIA and NoeSys.

OSIA supports explainable analysis of risk, integrity, and operational context for mission-aligned decision support.

NoeSys supports broader contextual understanding across organizational, regional, and mission environments.

Both are designed to augment human judgment, strengthen situational understanding, and support accountable decision-making.