SAIFE
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How SAIFE Works

SAIFE converts policy into continuous runtime verification for AI systems. Instead of relying on manual oversight or post-incident investigation, SAIFE continuously analyzes outputs, simulates policy scenarios, and produces verifiable evidence for regulators, courts, and providers.

System Flow (30-Second Overview)

1. Policy Ingestion

Laws, regulations, and governance frameworks are ingested into SAIFE as structured policy definitions.

2. AI Output Analysis

Analyzers continuously inspect AI outputs across providers, identifying potential policy breaches or risk signals.

3. Scenario Simulation

Simulators run thousands of policy scenarios against provider systems to detect risks before they become real-world incidents.

4. Evidence Generation

Every signal, simulation, and decision produces tamper-evident evidence records suitable for regulators and courts.

5. Enforcement & Certification

Providers receive alerts, regulators receive oversight intelligence, and systems can achieve verifiable SAIFE certification readiness.

Governance Assurances

Detection

Continuous monitoring of AI outputs through analyzers.

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Prevention

Simulation engines identify policy breaches before deployment.

View simulators
Evidence

Every decision produces verifiable artifacts and audit records.

Evidence viewer
Accountability

Transparent certification readiness and enforcement pathways.

Certification readiness

Expanded Governance Capabilities

Policy Coverage

SAIFE simulations align with regulatory frameworks and policy mandates.

Jurisdiction Awareness

Global jurisdiction validation ensures enforcement compatibility.

Enforcement Transparency

Signals, cases, and enforcement actions remain visible and auditable.

Certification Registry

Providers can demonstrate verified governance readiness.

Why SAIFE Exists

Modern AI systems operate across jurisdictions, providers, and infrastructure layers that traditional regulatory models cannot continuously monitor. SAIFE introduces a runtime governance layer where policy is translated into executable verification logic, enabling continuous oversight without restricting innovation.

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