Audit Universe
Continuous compliance monitoring with evidence-linked agents. Every decision is traced, every exception is explained, and every audit artifact is generated automatically.
Reproducible Judgment, Not Reproducible Work
6 agents + 4 Knowledge Packs. Every conclusion is traceable to evidence — never separated from its basis.
Knowledge Packs
Audit standards, procedures, checklists
Engagement scope, timeline, risk map
Assertions, thresholds, regulations
Boundaries, materiality, sampling
Audit Artifacts
Immutable Trace
Every judgment → Evidence snapshot → Full reproducibility
Packs define the standard. Agents execute the judgment. Gates ensure the trace. Evidence proves the conclusion.
Build Your Audit Universe.
Build Your Audit Universe.
One zone. Six agents. Every trace reproducible.
Every Finding Has an Auditor. Every Trace Has a Seal.
Six agents ensure compliance and traceability. Four gates enforce structural accountability.
Source identification and evidence gathering
Deviation detection and root cause analysis
Risk scoring and impact evaluation
Finding narrative with mandatory citations
Peer review and completeness verification
Execution trace integrity and reproducibility
Trigger: Judgment structure not audit-ready
Action: BLOCK
Trigger: Policy/permissions not frozen
Action: FREEZE_THEN_PROCEED
Trigger: Untracked AI/tool call detected
Action: BLOCK
Trigger: Explainability or evidence incomplete
Action: REQUIRE_REMEDIATION
Unexplainable judgments are not flagged. They are structurally blocked from execution.
All audit agents work simultaneously. Evidence converges at the gate.
Chief MARIA orchestrates. Quality loops never stop.
Parallel evaluation. Full trace. Zero gaps.
4 Gates. Zero Exceptions Without Explanation.
MARIA OS is designed for audit from the start. Every judgment passes through structured gates that ensure explainability and accountability.
Blocks execution if judgment structure is not audit-ready
Unexplainable judgments are structurally blocked from execution.
Separating what to decide from who decides.
Many AI systems blend thinking, deciding, and executing into one. MARIA OS separates judgment from responsibility assignment by design.
AI can assist with judgment. But judgment alone does not authorize action.
Responsibility must be explicitly assigned before execution begins.
AI decides freely. Humans take responsibility blindly.MARIA OS prevents this by structure.
3 zones, 3 gates, continuous monitoring
AI operations are visualized as space, not logs. See where agents are, which gates they passed, and where judgments are held.
Every decision comes with a complete evidence bundle.
AI adoption stalls when teams cannot explain decisions to auditors. MARIA OS bundles all supporting evidence automatically with every judgment.
MARIA OS is not about making AI faster.It is about making AI safe enough for society.
Accountability by design. Not by afterthought.