Law / Frameworks / Crosswalk / FINOS AIGF to MIT mitigations

The FINOS AI Governance Framework, mapped to the MIT AI Risk Mitigation Taxonomy

16 of FINOS AIGF's controls connect to 18 of MIT mitigations' through 465 laws in 171 jurisdictions. Two controls connect when the same duties, in at least 2 laws we track, reach both. The connections are our own reading of the law; no framework publisher has reviewed or endorsed them.

From
FINOS AI Governance Framework, version 2, as maintained on , FINOS
To
MIT AI Risk Mitigation Taxonomy, preliminary taxonomy, July 2025, MIT AI Risk Initiative
See also
MIT mitigations to FINOS AIGF, the other way · every pair in the crosswalk · law library as of

Download this mapping, with every law behind each connection: mit-ai-risk-mitigations--finos-ai-governance-framework.csv · mit-ai-risk-mitigations--finos-ai-governance-framework.json

FINOS AIGFMIT mitigationsLawsJurisdictionsWhere the laws stand
AIR-PREV-005System Acceptance Testing 3.3Access Management 147 87 126 in force, 17 not yet in force, 1 blocked by a court, 3 proposed
The 147 laws behind AIR-PREV-005 and 3.3

and 137 more, every one in the free file.

1.5Safety Decision Frameworks 143 86 124 in force, 15 not yet in force, 1 blocked by a court, 3 proposed
The 143 laws behind AIR-PREV-005 and 1.5

and 133 more, every one in the free file.

1.2Risk Management 87 40 52 in force, 29 not yet in force, 6 proposed
The 87 laws behind AIR-PREV-005 and 1.2

and 77 more, every one in the free file.

4.1System Documentation 79 37 50 in force, 28 not yet in force, 1 proposed
The 79 laws behind AIR-PREV-005 and 4.1

and 69 more, every one in the free file.

1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-005 and 1.1

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-005 and 3.5

and 68 more, every one in the free file.

4.2Risk Disclosure 16 12 11 in force, 4 not yet in force, 1 proposed
The 16 laws behind AIR-PREV-005 and 4.2

and 6 more, every one in the free file.

3.1Testing & Auditing 14 11 7 in force, 2 not yet in force, 5 proposed
The 14 laws behind AIR-PREV-005 and 3.1

and 4 more, every one in the free file.

1.7Societal Impact Assessment 13 11 6 in force, 2 not yet in force, 5 proposed
The 13 laws behind AIR-PREV-005 and 1.7

and 3 more, every one in the free file.

4.3Incident Reporting 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-005 and 4.3

and 2 more, every one in the free file.

4.5Third-Party System Access 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-005 and 4.5

and 2 more, every one in the free file.

3.2Data Governance 6 3 4 in force, 2 not yet in force
The 6 laws behind AIR-PREV-005 and 3.2
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-005 and 4.4
4.6User Rights & Recourse 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-005 and 4.6
AIR-PREV-006Data Quality & Classification/Sensitivity 4.1System Documentation 79 38 50 in force, 28 not yet in force, 1 proposed
The 79 laws behind AIR-PREV-006 and 4.1

and 69 more, every one in the free file.

1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-006 and 1.1

and 68 more, every one in the free file.

1.2Risk Management 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-006 and 1.2

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-006 and 3.5

and 68 more, every one in the free file.

4.2Risk Disclosure 16 12 11 in force, 4 not yet in force, 1 proposed
The 16 laws behind AIR-PREV-006 and 4.2

and 6 more, every one in the free file.

4.3Incident Reporting 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-006 and 4.3

and 2 more, every one in the free file.

4.5Third-Party System Access 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-006 and 4.5

and 2 more, every one in the free file.

3.2Data Governance 11 7 6 in force, 5 not yet in force
The 11 laws behind AIR-PREV-006 and 3.2

and 1 more, every one in the free file.

4.6User Rights & Recourse 6 6 3 in force, 3 not yet in force
The 6 laws behind AIR-PREV-006 and 4.6
3.3Access Management 5 3 3 in force, 2 not yet in force
The 5 laws behind AIR-PREV-006 and 3.3
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-006 and 4.4
3.1Testing & Auditing 2 1 2 in force
The 2 laws behind AIR-PREV-006 and 3.1
AIR-PREV-007Legal and Contractual Frameworks for AI Systems 3.2Data Governance 51 39 50 in force, 1 not yet in force
The 51 laws behind AIR-PREV-007 and 3.2

and 41 more, every one in the free file.

4.1System Documentation 19 16 18 in force, 1 not yet in force
The 19 laws behind AIR-PREV-007 and 4.1

and 9 more, every one in the free file.

2.1Model & Infrastructure Security 10 7 9 in force, 1 not yet in force
The 10 laws behind AIR-PREV-007 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and 3.6
1.1Board Structure & Oversight 2 2 2 in force
The 2 laws behind AIR-PREV-007 and 1.1
1.2Risk Management 2 2 2 in force
The 2 laws behind AIR-PREV-007 and 1.2
3.3Access Management 2 2 1 in force, 1 not yet in force
The 2 laws behind AIR-PREV-007 and 3.3
3.5Post-deployment Monitoring 2 2 2 in force
The 2 laws behind AIR-PREV-007 and 3.5
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems 2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and 3.6
AIR-PREV-012Role-Based Access Control for AI Data 2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and 3.6
AIR-PREV-014Encryption of AI Data at Rest 2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and 3.6
AIR-PREV-017AI Firewall Implementation and Management 2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and 3.6
AIR-PREV-018Agent Authority Least Privilege Framework 2.1Model & Infrastructure Security 145 107 142 in force, 3 not yet in force
The 145 laws behind AIR-PREV-018 and 2.1

and 135 more, every one in the free file.

3.2Data Governance 145 107 142 in force, 3 not yet in force
The 145 laws behind AIR-PREV-018 and 3.2

and 135 more, every one in the free file.

4.1System Documentation 2 2 2 in force
The 2 laws behind AIR-PREV-018 and 4.1
AIR-PREV-020MCP Server Security Governance 2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and 3.1
3.6Incident Response & Recovery 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and 3.6
AIR-PREV-023Agentic System Credential Protection Framework 2.1Model & Infrastructure Security 145 107 142 in force, 3 not yet in force
The 145 laws behind AIR-PREV-023 and 2.1

and 135 more, every one in the free file.

3.2Data Governance 145 107 142 in force, 3 not yet in force
The 145 laws behind AIR-PREV-023 and 3.2

and 135 more, every one in the free file.

4.1System Documentation 2 2 2 in force
The 2 laws behind AIR-PREV-023 and 4.1
AIR-PREV-024Human-in-the-Loop Action Approval Gate 1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-024 and 1.1

and 68 more, every one in the free file.

1.2Risk Management 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-024 and 1.2

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-024 and 3.5

and 68 more, every one in the free file.

4.1System Documentation 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-024 and 4.1

and 68 more, every one in the free file.

4.2Risk Disclosure 15 11 11 in force, 3 not yet in force, 1 proposed
The 15 laws behind AIR-PREV-024 and 4.2

and 5 more, every one in the free file.

4.3Incident Reporting 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-024 and 4.3

and 2 more, every one in the free file.

4.5Third-Party System Access 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-PREV-024 and 4.5

and 2 more, every one in the free file.

3.2Data Governance 6 3 4 in force, 2 not yet in force
The 6 laws behind AIR-PREV-024 and 3.2
3.3Access Management 4 2 2 in force, 2 not yet in force
The 4 laws behind AIR-PREV-024 and 3.3
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-024 and 4.4
4.6User Rights & Recourse 2 2 2 in force
The 2 laws behind AIR-PREV-024 and 4.6
3.1Testing & Auditing 2 1 2 in force
The 2 laws behind AIR-PREV-024 and 3.1
AIR-DET-001AI Data Leakage Prevention and Detection 3.6Incident Response & Recovery 4 3 3 in force, 1 not yet in force
The 4 laws behind AIR-DET-001 and 3.6
2.1Model & Infrastructure Security 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and 2.1
2.3Model Safety Engineering 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and 2.3
3.1Testing & Auditing 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and 3.1
AIR-DET-004AI System Observability 4.1System Documentation 81 38 51 in force, 29 not yet in force, 1 proposed
The 81 laws behind AIR-DET-004 and 4.1

and 71 more, every one in the free file.

1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-004 and 1.1

and 68 more, every one in the free file.

1.2Risk Management 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-004 and 1.2

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-004 and 3.5

and 68 more, every one in the free file.

4.2Risk Disclosure 29 18 20 in force, 8 not yet in force, 1 proposed
The 29 laws behind AIR-DET-004 and 4.2

and 19 more, every one in the free file.

4.3Incident Reporting 27 16 19 in force, 7 not yet in force, 1 proposed
The 27 laws behind AIR-DET-004 and 4.3

and 17 more, every one in the free file.

4.5Third-Party System Access 26 16 18 in force, 7 not yet in force, 1 proposed
The 26 laws behind AIR-DET-004 and 4.5

and 16 more, every one in the free file.

4.6User Rights & Recourse 7 5 4 in force, 3 not yet in force
The 7 laws behind AIR-DET-004 and 4.6
3.2Data Governance 6 3 4 in force, 2 not yet in force
The 6 laws behind AIR-DET-004 and 3.2
3.3Access Management 4 2 2 in force, 2 not yet in force
The 4 laws behind AIR-DET-004 and 3.3
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-004 and 4.4
2.3Model Safety Engineering 2 2 1 in force, 1 not yet in force
The 2 laws behind AIR-DET-004 and 2.3
3.6Incident Response & Recovery 2 2 2 in force
The 2 laws behind AIR-DET-004 and 3.6
3.1Testing & Auditing 2 1 2 in force
The 2 laws behind AIR-DET-004 and 3.1
AIR-DET-011Human Feedback Loop for AI Systems 1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-011 and 1.1

and 68 more, every one in the free file.

1.2Risk Management 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-011 and 1.2

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-011 and 3.5

and 68 more, every one in the free file.

4.1System Documentation 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-011 and 4.1

and 68 more, every one in the free file.

4.2Risk Disclosure 15 11 11 in force, 3 not yet in force, 1 proposed
The 15 laws behind AIR-DET-011 and 4.2

and 5 more, every one in the free file.

4.3Incident Reporting 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-DET-011 and 4.3

and 2 more, every one in the free file.

4.5Third-Party System Access 12 9 9 in force, 2 not yet in force, 1 proposed
The 12 laws behind AIR-DET-011 and 4.5

and 2 more, every one in the free file.

3.2Data Governance 6 3 4 in force, 2 not yet in force
The 6 laws behind AIR-DET-011 and 3.2
3.3Access Management 4 2 2 in force, 2 not yet in force
The 4 laws behind AIR-DET-011 and 3.3
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-011 and 4.4
4.6User Rights & Recourse 2 2 2 in force
The 2 laws behind AIR-DET-011 and 4.6
3.1Testing & Auditing 2 1 2 in force
The 2 laws behind AIR-DET-011 and 3.1
AIR-DET-013Providing Citations and Source Traceability for AI-Generated Information 3.2Data Governance 33 28 33 in force
The 33 laws behind AIR-DET-013 and 3.2

and 23 more, every one in the free file.

2.1Model & Infrastructure Security 5 3 5 in force
The 5 laws behind AIR-DET-013 and 2.1
AIR-DET-021Agent Decision Audit and Explainability 4.1System Documentation 133 61 81 in force, 39 not yet in force, 13 proposed
The 133 laws behind AIR-DET-021 and 4.1

and 123 more, every one in the free file.

4.2Risk Disclosure 89 51 55 in force, 21 not yet in force, 13 proposed
The 89 laws behind AIR-DET-021 and 4.2

and 79 more, every one in the free file.

1.1Board Structure & Oversight 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-021 and 1.1

and 68 more, every one in the free file.

1.2Risk Management 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-021 and 1.2

and 68 more, every one in the free file.

3.5Post-deployment Monitoring 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-021 and 3.5

and 68 more, every one in the free file.

4.6User Rights & Recourse 71 44 42 in force, 17 not yet in force, 12 proposed
The 71 laws behind AIR-DET-021 and 4.6

and 61 more, every one in the free file.

4.3Incident Reporting 26 16 18 in force, 7 not yet in force, 1 proposed
The 26 laws behind AIR-DET-021 and 4.3

and 16 more, every one in the free file.

4.5Third-Party System Access 26 16 18 in force, 7 not yet in force, 1 proposed
The 26 laws behind AIR-DET-021 and 4.5

and 16 more, every one in the free file.

2.4Content Safety Controls 23 19 14 in force, 5 not yet in force, 4 proposed
The 23 laws behind AIR-DET-021 and 2.4

and 13 more, every one in the free file.

3.2Data Governance 11 7 6 in force, 5 not yet in force
The 11 laws behind AIR-DET-021 and 3.2

and 1 more, every one in the free file.

3.3Access Management 5 3 2 in force, 3 not yet in force
The 5 laws behind AIR-DET-021 and 3.3
4.4Governance Disclosure 3 3 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-021 and 4.4
2.3Model Safety Engineering 2 2 1 in force, 1 not yet in force
The 2 laws behind AIR-DET-021 and 2.3
3.1Testing & Auditing 2 1 2 in force
The 2 laws behind AIR-DET-021 and 3.1
Not connected to the MIT mitigations: 9 of FINOS AIGF's controls

No law we track reaches these

No duty in the laws we track reaches these controls.

How these connections are drawn

Each requirement line in the laws we track is read against the framework for its subject (the AI, scraping and news aggregation laws against the NIST AI RMF, the privacy, communications and age assurance laws against the NIST Privacy Framework, the cybersecurity laws against the NIST CSF 2.0); laws on liability and content moderation are not read against any framework yet. A line reaches either framework through a kind of duty its law carries, and only where that kind of duty also reaches, on that same line, the NIST framework for the line's own subject. Two controls connect when lines in at least 2 laws reach both. That says the same duties reach both; it does not say the two are alike, or that running either one does what a law asks.

Every duty line in the AI, scraping and news aggregation laws we track has been read against the framework for its subject.

Sources and licenses

FINOS AI Governance Framework, copyright 2025 FINOS, licensed under CC BY 4.0. Titles and purpose text are quoted; markdown emphasis and links were removed.

MIT AI Risk Initiative (MIT FutureTech), AI Risk Mitigation Taxonomy. Data from the MIT AI Risk Initiative is licensed under CC BY 4.0. Cite as: Mapping AI Risk Mitigations: Evidence Scan & Draft Mitigation Taxonomy