CSOAI Framework Crosswalks
Interactive crosswalk showing how CSOAI governance framework maps to ISO 42001, NIST AI RMF, EU AI Act, IEEE 7000, and SOC 2 Type II. Understand coverage overlap and integration possibilities.
CSOAI to ISO 42001 Alignment
Coverage: 85% - CSOAI complements ISO 42001 with stronger safety governance and Byzantine voting oversight, while ISO 42001 provides systematic management system foundation.
| CSOAI Component | ISO 42001 Equivalent | Alignment Strength |
|---|---|---|
| AI Risk Assessment (Articles 16) | 4.1 - AI Risk Management | Strong |
| Fairness Testing (Article 17) | 5.1 - Performance Monitoring | Strong |
| Byzantine Governance (Article 8-10) | No direct equivalent | Complementary |
| Data Governance (Articles 29-35) | 5.2 - Data Management | Strong |
| Security Assessment (Article 22) | 5.3 - Security Controls | Strong |
CSOAI to NIST AI RMF Alignment
Coverage: 90% - Strong alignment across all NIST AI RMF functions: Govern, Map, Measure, Manage. CSOAI adds institutional governance layer above NIST's risk management guidance.
| CSOAI Element | NIST AI RMF Function | Alignment |
|---|---|---|
| Governance Structure | GOVERN - Oversight | Strong |
| Risk Assessment | MAP - Context Understanding | Strong |
| Testing & Monitoring | MEASURE - Performance | Strong |
| Mitigation Strategies | MANAGE - Risk Response | Strong |
CSOAI to EU AI Act Alignment
Coverage: 92% - CSOAI exceeds EU AI Act in multiple areas (fairness, Byzantine governance), provides operational framework for compliance, enables Proof of Compliance documentation.
| EU AI Act Requirement | CSOAI Implementation | Coverage |
|---|---|---|
| High-Risk System Assessment | Articles 15-21 (Certification Standards) | Complete |
| Data Quality Requirements | Articles 29-35 (Data & Privacy) | Complete |
| Transparency & Documentation | Articles 15, 39 (Documentation & Reporting) | Complete |
| Monitoring & Maintenance | Articles 37-38 (Ongoing Monitoring) | Exceeds |
CSOAI to IEEE 7000 Alignment
Coverage: 78% - CSOAI focuses on safety governance; IEEE 7000 emphasizes ethical design process. Organizations implementing both achieve comprehensive ethics-to-governance integration.
| IEEE 7000 Domain | CSOAI Alignment | Gap |
|---|---|---|
| Stakeholder Value Alignment | Articles 18-19 (Explainability & Oversight) | Partial |
| Ethical Impact Assessment | Articles 16-17 (Risk & Fairness) | Strong |
| Human Agency & Control | Article 19 (Human Oversight) | Strong |
| Transparency & Accountability | Articles 13, 18, 39 | Strong |
CSOAI to SOC 2 Type II Alignment
Coverage: 75% - CSOAI extends SOC 2's security & availability focus with AI-specific governance. SOC 2 provides security foundation; CSOAI adds safety and fairness oversight.
| SOC 2 Trust Service | CSOAI Coverage | Additional Requirements |
|---|---|---|
| Security | Articles 22-28 (Security & Testing) | AI-specific threat modeling |
| Availability | Articles 28, 39 (Monitoring) | AI system reliability requirements |
| Processing Integrity | Articles 18-21, 26 (Audit trails) | Model accuracy & consistency |
| Confidentiality | Articles 29-35 (Data Privacy) | Aligned with privacy regulations |
| Privacy | Articles 29-35 (Full coverage) | Exceeds SOC 2 with AI specifics |