NIST AI RMF MANAGE

Prioritise, respond and recover

From clause to evidenceThe chain from NIST AI RMF MANAGE to its evidence record, in 6 steps; the text alternative lists them and the facts under the figure state each in full.Clause: NIST AI RMF, MANAGEClauseNIST AI RMFMANAGEDuty holder: not statedDuty holderNot statedApplies from: no date (Voluntary)Applies fromNo dateVoluntaryArtefact: Runtime guardrails; incident pipeline; continuous assuranceArtefactRuntimeguardrailsLayers: Layer 04 Runtime Controls & Observability and Layer 05 Assurance & Continuous ComplianceLayersLayer 04Layer 05Evidence record: AI incident record, Decommissioning runbook, Go/no-go decision, Post-market monitoring plan, Risk register entry, Evidence record, Control observation, Agent register entry, Vendor due-diligence response, Deployment decision recordEvidence recordAI incidentrecord+9 moreSame topic in 26 frameworks (166 clauses): EU AI Act, ISO 42001, NIST AI RMF, TC260 Framework 3.0, ISO 23894, CSA AICM,Korea AI Act and 19 moreAs of 2026-09-19 · illustrative, not a claim of conformity From clause to evidenceThe chain from NIST AI RMF MANAGE to its evidence record, in 6 steps; the text alternative lists them and the facts under the figure state each in full.Clause: NIST AI RMF, MANAGEClauseNIST AI RMF · MANAGEDuty holder: not statedDuty holderNot statedApplies from: no date (Voluntary)Applies fromNo date · VoluntaryArtefact: Runtime guardrails; incident pipeline; continuous assuranceArtefactRuntime guardrailsLayers: Layer 04 Runtime Controls & Observability and Layer 05 Assurance & Continuous ComplianceLayersLayer 04Layer 05Evidence record: AI incident record, Decommissioning runbook, Go/no-go decision, Post-market monitoring plan, Risk register entry, Evidence record, Control observation, Agent register entry, Vendor due-diligence response, Deployment decision recordEvidence recordAI incident record · +9 moreSame topic in 26 frameworks (166 clauses):EU AI Act, ISO 42001, NIST AI RMF, TC260Framework 3.0, ISO 23894 and 21 moreAs of 2026-09-19illustrative, not a claim of conformity
From clause to evidence Build the artefact, then file every output it produces as a record that names AIGE-OBL-NISTRMF-MANAGE. Drawn from chapter 08.
Text alternative
Id
AIGE-OBL-NISTRMF-MANAGE
Instrument
NIST AI RMF framework
Compared side by side
NIST AI RMF vs ISO 42001 · NIST AI RMF vs EU AI Act
Clause
MANAGE
Applies from
No date Voluntary · Voluntary (AI RMF 1.0, January 2023)

The artefact that evidences it

Runtime guardrails; incident pipeline; continuous assurance.

What this obligation connects toNIST AI RMF MANAGE and its 50 relations: 15 patterns, 9 open controls, 26 same crosswalk topic.DirectColour: stack layer of the pattern or control02 Inventory04 Runtime Controls05 AssuranceNIST AI RMF MANAGEPatterns (15)Agent Identity & Scoped Credentials · DirectAgent Identity & Scoped…Continuous Assurance Telemetry · DirectContinuous Assurance…Deactivation, Localisation & Retirement Runbook · DirectDeactivation, Localisation…Decision Notice & Contest Path · DirectDecision Notice & Contest PathDisclosure & Notification Pipeline · DirectDisclosure & Notification…Downstream Use Register · DirectDownstream Use Register+9 more+9 more: Drift & Fairness Monitor, Human-in-the-loop Gate, Incident Pipeline, Kill Switch / Circuit Breaker, Machine-Readable Evidence (OSCAL), Model Artefact Integrity, Runtime Guardrail, Sanctioned AI Gateway, Staged Rollout with Rollback CriteriaOpen controls (9)AIGE-CTL-AGENT-025 Accountability across hops · DirectAccountability across hopsAIGE-CTL-ASSURE-004 Common Signed Evidence Record · DirectCommon Signed Evidence…AIGE-CTL-AGENT-008 Execution budgets · DirectExecution budgetsAIGE-CTL-ASSURE-005 Live Control Status from the Assurance Store · DirectLive Control Status…AIGE-CTL-ASSURE-007 Machine-Readable Evidence in OSCAL · DirectMachine-Readable Evidence…AIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before Load · DirectModel Artefacts Signed at Build…+3 more+3 more: AIGE-CTL-AGENT-010 Per-agent circuit breaker, AIGE-CTL-EVAL-006 Stop Conditions, AIGE-CTL-AGENT-036 Typed messages and limited shared memory between agentsSame crosswalk topic (26)AI Verify 4.3.1, 4.7.1, 4.2.1, 3.4.1, 9.8.1, 5.10.1, 10.3.1, 10.3.2, 9.4.1, 4.8.1, 9.5.4, 1.5.1, 1.6.1, 5.11.1, 9.7.1, 5.3.1, 4.5.2, 9.3.1, 5.14.1, 6.5.1, 4.6.1 · Core clauseAI VerifyCSA AICM GRC-02, MDS-12, LOG-09, LOG-12, GRC-15, TVM-13, AIS-09, AIS-10, SEF-07, SEF-08, STA-10, STA-09, AIS-06, CCC-01, DSP-02 · Core clauseCSA AICMChina Deep Synthesis DeepSyn Art. 10, DeepSyn Art. 14 · Core clauseChina Deep SynthesisChina GenAI Measures GenAI Art. 17, GenAI Art. 10, GenAI Art. 14, GenAI Art. 15, GenAI Art. 7 · Core clauseChina GenAI MeasuresCoE Convention CoE Art. 16, CoE Art. 8, CoE Art. 16(2)(g) · Core clauseCoE ConventionEU AI Act Art. 9, Art. 3, Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 14, Art. 14(4)(b), Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 72, Art. 73, Art. 26(5), Art. 55, Art. 3(49), Art. 20, Art. 25, Art. 25(4), Art. 22, Art. 23, Art. 24, Art. 54, Art. 43(4), Art. 79, Art. 86 · Core clauseEU AI Act+20 more+20 more: G7 Code G7 Action 2, G7 Action 4, G7 Action 11, GAO AI Accountability 1.6, 4.3, 3.9, 4.1, 4.2, 2.6, 4.4, 4.5, GDPR Art. 22, Arts. 33–34, Art. 28, Arts. 44–46, GPAI Code Safety C1, Safety C3, Safety C5, Safety C9, Safety 3.5, Transparency 1.2, ISO 23894 23894 6.4, 23894 6.5, 23894 6.6, ISO 42001 6.1.2, 6.1.3, 8.2, 8.3, A.6, 6.1.4, A.6.2.8, A.9, A.8, 10.2, A.10, A.6.2.5, A.6.2.6, Korea AI Act Art. 34(1)(1), Art. 34(1)(5), Art. 34(1)(4), Art. 32(1), NIST AI RMF MAP 1, MAP 5, GOVERN 1.3, MAP 1.5, MEASURE 3, MEASURE 2, MAP 3.5, GOVERN 3.2, GOVERN 4.3, GOVERN 6, MAP 4, GOVERN 6.2, GOVERN 1.7, OECD AI Principles OECD 1.5(c), OECD 1.5(b), OECD 1.2(b), OECD 1.4, OWASP Agentic ASI09, ASI04, OWASP LLM LLM01:2026, LLM10:2026, LLM06:2026, LLM04:2026, Singapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.2.2, Agentic 2.3.1, Singapore GenAI GenAI 4, TC260 Framework 3.0 TC260 2, TC260 Summary table, TC260 5.3.19, TC260 App. 2 II.6, TC260 5.3.6, TC260 App. 2 II.3, TC260 App. 2 II.5, TC260 3.2.1, TC260 5.3.7, TC260 5.3.18, TC260 App. 2 II.4, TC260 4.4.4, TC260 5.3, UK ATRS ATRS 2.5.2, ATRS 2.3.2, ATRS 2.1.4, UK DUAA UK GDPR Art. 22C, prEN 18228 prEN 18228, prEN 18229-1 prEN 18229-1, China AI Labelling Label Art. 5, China Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 17, AlgoRec Art. 8, AlgoRec Art. 9, AlgoRec Art. 7
What this obligation connects toNIST AI RMF MANAGE and its 50 relations: 15 patterns, 9 open controls, 26 same crosswalk topic.DirectColour: stack layer of the pattern or control02 Inventory04 Runtime Controls05 AssurancePatterns (15)Agent Identity & Scoped Credentials · DirectAgent Identity & Scoped…Continuous Assurance Telemetry · DirectContinuous Assurance…Deactivation, Localisation & Retirement Runbook · DirectDeactivation, Localisation…Decision Notice & Contest Path · DirectDecision Notice & Contest PathDisclosure & Notification Pipeline · DirectDisclosure & Notification…Downstream Use Register · DirectDownstream Use Register+9 more+9 more: Drift & Fairness Monitor, Human-in-the-loop Gate, Incident Pipeline, Kill Switch / Circuit Breaker, Machine-Readable Evidence (OSCAL), Model Artefact Integrity, Runtime Guardrail, Sanctioned AI Gateway, Staged Rollout with Rollback CriteriaSame crosswalk topic (26)AI Verify 4.3.1, 4.7.1, 4.2.1, 3.4.1, 9.8.1, 5.10.1, 10.3.1, 10.3.2, 9.4.1, 4.8.1, 9.5.4, 1.5.1, 1.6.1, 5.11.1, 9.7.1, 5.3.1, 4.5.2, 9.3.1, 5.14.1, 6.5.1, 4.6.1 · Core clauseAI VerifyCSA AICM GRC-02, MDS-12, LOG-09, LOG-12, GRC-15, TVM-13, AIS-09, AIS-10, SEF-07, SEF-08, STA-10, STA-09, AIS-06, CCC-01, DSP-02 · Core clauseCSA AICMChina Deep Synthesis DeepSyn Art. 10, DeepSyn Art. 14 · Core clauseChina Deep SynthesisChina GenAI Measures GenAI Art. 17, GenAI Art. 10, GenAI Art. 14, GenAI Art. 15, GenAI Art. 7 · Core clauseChina GenAI MeasuresCoE Convention CoE Art. 16, CoE Art. 8, CoE Art. 16(2)(g) · Core clauseCoE ConventionEU AI Act Art. 9, Art. 3, Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 14, Art. 14(4)(b), Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 72, Art. 73, Art. 26(5), Art. 55, Art. 3(49), Art. 20, Art. 25, Art. 25(4), Art. 22, Art. 23, Art. 24, Art. 54, Art. 43(4), Art. 79, Art. 86 · Core clauseEU AI Act+20 more+20 more: G7 Code G7 Action 2, G7 Action 4, G7 Action 11, GAO AI Accountability 1.6, 4.3, 3.9, 4.1, 4.2, 2.6, 4.4, 4.5, GDPR Art. 22, Arts. 33–34, Art. 28, Arts. 44–46, GPAI Code Safety C1, Safety C3, Safety C5, Safety C9, Safety 3.5, Transparency 1.2, ISO 23894 23894 6.4, 23894 6.5, 23894 6.6, ISO 42001 6.1.2, 6.1.3, 8.2, 8.3, A.6, 6.1.4, A.6.2.8, A.9, A.8, 10.2, A.10, A.6.2.5, A.6.2.6, Korea AI Act Art. 34(1)(1), Art. 34(1)(5), Art. 34(1)(4), Art. 32(1), NIST AI RMF MAP 1, MAP 5, GOVERN 1.3, MAP 1.5, MEASURE 3, MEASURE 2, MAP 3.5, GOVERN 3.2, GOVERN 4.3, GOVERN 6, MAP 4, GOVERN 6.2, GOVERN 1.7, OECD AI Principles OECD 1.5(c), OECD 1.5(b), OECD 1.2(b), OECD 1.4, OWASP Agentic ASI09, ASI04, OWASP LLM LLM01:2026, LLM10:2026, LLM06:2026, LLM04:2026, Singapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.2.2, Agentic 2.3.1, Singapore GenAI GenAI 4, TC260 Framework 3.0 TC260 2, TC260 Summary table, TC260 5.3.19, TC260 App. 2 II.6, TC260 5.3.6, TC260 App. 2 II.3, TC260 App. 2 II.5, TC260 3.2.1, TC260 5.3.7, TC260 5.3.18, TC260 App. 2 II.4, TC260 4.4.4, TC260 5.3, UK ATRS ATRS 2.5.2, ATRS 2.3.2, ATRS 2.1.4, UK DUAA UK GDPR Art. 22C, prEN 18228 prEN 18228, prEN 18229-1 prEN 18229-1, China AI Labelling Label Art. 5, China Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 17, AlgoRec Art. 8, AlgoRec Art. 9, AlgoRec Art. 7Open controls (9)AIGE-CTL-AGENT-025 Accountability across hops · DirectAccountability across hopsAIGE-CTL-ASSURE-004 Common Signed Evidence Record · DirectCommon Signed Evidence…AIGE-CTL-AGENT-008 Execution budgets · DirectExecution budgetsAIGE-CTL-ASSURE-005 Live Control Status from the Assurance Store · DirectLive Control Status…AIGE-CTL-ASSURE-007 Machine-Readable Evidence in OSCAL · DirectMachine-Readable Evidence…AIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before Load · DirectModel Artefacts Signed at Build…+3 more+3 more: AIGE-CTL-AGENT-010 Per-agent circuit breaker, AIGE-CTL-EVAL-006 Stop Conditions, AIGE-CTL-AGENT-036 Typed messages and limited shared memory between agentsNIST AI RMFMANAGE
What this obligation connects to Solid edges are direct relations, dashed ones looser (a case that cites the same article, a framework whose clauses only touch the topic); patterns and controls take the colour of their stack layer. Select a node to open it; the lists below give every relation in full.
Data table: every relation
Relations of AIGE-OBL-NISTRMF-MANAGE
FamilyItemRelation
PatternsAgent Identity & Scoped CredentialsDirect
PatternsContinuous Assurance TelemetryDirect
PatternsDeactivation, Localisation & Retirement RunbookDirect
PatternsDecision Notice & Contest PathDirect
PatternsDisclosure & Notification PipelineDirect
PatternsDownstream Use RegisterDirect
PatternsDrift & Fairness MonitorDirect
PatternsHuman-in-the-loop GateDirect
PatternsIncident PipelineDirect
PatternsKill Switch / Circuit BreakerDirect
PatternsMachine-Readable Evidence (OSCAL)Direct
PatternsModel Artefact IntegrityDirect
PatternsRuntime GuardrailDirect
PatternsSanctioned AI GatewayDirect
PatternsStaged Rollout with Rollback CriteriaDirect
Open controlsAIGE-CTL-AGENT-025 Accountability across hopsDirect
Open controlsAIGE-CTL-ASSURE-004 Common Signed Evidence RecordDirect
Open controlsAIGE-CTL-AGENT-008 Execution budgetsDirect
Open controlsAIGE-CTL-ASSURE-005 Live Control Status from the Assurance StoreDirect
Open controlsAIGE-CTL-ASSURE-007 Machine-Readable Evidence in OSCALDirect
Open controlsAIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before LoadDirect
Open controlsAIGE-CTL-AGENT-010 Per-agent circuit breakerDirect
Open controlsAIGE-CTL-EVAL-006 Stop ConditionsDirect
Open controlsAIGE-CTL-AGENT-036 Typed messages and limited shared memory between agentsDirect
Same crosswalk topicAI Verify 4.3.1, 4.7.1, 4.2.1, 3.4.1, 9.8.1, 5.10.1, 10.3.1, 10.3.2, 9.4.1, 4.8.1, 9.5.4, 1.5.1, 1.6.1, 5.11.1, 9.7.1, 5.3.1, 4.5.2, 9.3.1, 5.14.1, 6.5.1, 4.6.1Core clause
Same crosswalk topicCSA AICM GRC-02, MDS-12, LOG-09, LOG-12, GRC-15, TVM-13, AIS-09, AIS-10, SEF-07, SEF-08, STA-10, STA-09, AIS-06, CCC-01, DSP-02Core clause
Same crosswalk topicChina Deep Synthesis DeepSyn Art. 10, DeepSyn Art. 14Core clause
Same crosswalk topicChina GenAI Measures GenAI Art. 17, GenAI Art. 10, GenAI Art. 14, GenAI Art. 15, GenAI Art. 7Core clause
Same crosswalk topicCoE Convention CoE Art. 16, CoE Art. 8, CoE Art. 16(2)(g)Core clause
Same crosswalk topicEU AI Act Art. 9, Art. 3, Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 14, Art. 14(4)(b), Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 72, Art. 73, Art. 26(5), Art. 55, Art. 3(49), Art. 20, Art. 25, Art. 25(4), Art. 22, Art. 23, Art. 24, Art. 54, Art. 43(4), Art. 79, Art. 86Core clause
Same crosswalk topicG7 Code G7 Action 2, G7 Action 4, G7 Action 11Core clause
Same crosswalk topicGAO AI Accountability 1.6, 4.3, 3.9, 4.1, 4.2, 2.6, 4.4, 4.5Core clause
Same crosswalk topicGDPR Art. 22, Arts. 33–34, Art. 28, Arts. 44–46Core clause
Same crosswalk topicGPAI Code Safety C1, Safety C3, Safety C5, Safety C9, Safety 3.5, Transparency 1.2Core clause
Same crosswalk topicISO 23894 23894 6.4, 23894 6.5, 23894 6.6Core clause
Same crosswalk topicISO 42001 6.1.2, 6.1.3, 8.2, 8.3, A.6, 6.1.4, A.6.2.8, A.9, A.8, 10.2, A.10, A.6.2.5, A.6.2.6Core clause
Same crosswalk topicKorea AI Act Art. 34(1)(1), Art. 34(1)(5), Art. 34(1)(4), Art. 32(1)Core clause
Same crosswalk topicNIST AI RMF MAP 1, MAP 5, GOVERN 1.3, MAP 1.5, MEASURE 3, MEASURE 2, MAP 3.5, GOVERN 3.2, GOVERN 4.3, GOVERN 6, MAP 4, GOVERN 6.2, GOVERN 1.7Core clause
Same crosswalk topicOECD AI Principles OECD 1.5(c), OECD 1.5(b), OECD 1.2(b), OECD 1.4Core clause
Same crosswalk topicOWASP Agentic ASI09, ASI04Core clause
Same crosswalk topicOWASP LLM LLM01:2026, LLM10:2026, LLM06:2026, LLM04:2026Core clause
Same crosswalk topicSingapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.2.2, Agentic 2.3.1Core clause
Same crosswalk topicSingapore GenAI GenAI 4Core clause
Same crosswalk topicTC260 Framework 3.0 TC260 2, TC260 Summary table, TC260 5.3.19, TC260 App. 2 II.6, TC260 5.3.6, TC260 App. 2 II.3, TC260 App. 2 II.5, TC260 3.2.1, TC260 5.3.7, TC260 5.3.18, TC260 App. 2 II.4, TC260 4.4.4, TC260 5.3Core clause
Same crosswalk topicUK ATRS ATRS 2.5.2, ATRS 2.3.2, ATRS 2.1.4Core clause
Same crosswalk topicUK DUAA UK GDPR Art. 22CCore clause
Same crosswalk topicprEN 18228 prEN 18228Core clause
Same crosswalk topicprEN 18229-1 prEN 18229-1Core clause
Same crosswalk topicChina AI Labelling Label Art. 5Related clause
Same crosswalk topicChina Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 17, AlgoRec Art. 8, AlgoRec Art. 9, AlgoRec Art. 7Related clause

Patterns that build it

The same topic in other frameworks

From the topic crosswalk: the clauses filed under the same topics as this one. Mappings are illustrative, not a claim of conformity.

Risk management

Logging and traceability

Human oversight

Runtime guardrails

Incident response and monitoring

Supply chain and third parties

Deployment, change and decommissioning

Open controls that evidence it

Draft controls in the open control profiles that map to this row: each states a requirement and the evidence it must leave behind.

Source

Chapter 08, section NIST AI RMF, checked against its sources on the review date above.

Machine-readable

Cite this obligation

García Aibar, J. (2026). NIST AI RMF MANAGE (AIGE-OBL-NISTRMF-MANAGE). In AI Governance Engineering: The Thesis & Body of Knowledge (v0.5.0). https://doi.org/10.5281/zenodo.22956197. https://aigovernanceengineer.com/obligations/aige-obl-nistrmf-manage. CC BY 4.0

BibTeX

@misc{aige2026obligation,
  author       = {Jorge García Aibar},
  title        = {{NIST AI RMF MANAGE (AIGE-OBL-NISTRMF-MANAGE)}},
  howpublished = {In AI Governance Engineering: The Thesis \& Body of Knowledge},
  year         = {2026},
  version      = {0.5.0},
  doi          = {10.5281/zenodo.22956197},
  url          = {https://aigovernanceengineer.com/obligations/aige-obl-nistrmf-manage},
  note         = {Version 0.5.0}
}