ISO 42001 A.6: AI system life cycle

Responsible design, development, deployment

From clause to evidenceThe chain from ISO 42001 A.6 to its evidence record, in 6 steps; the text alternative lists them and the facts under the figure state each in full.Clause: ISO/IEC 42001, A.6ClauseISO 42001A.6Duty holder: not statedDuty holderNot statedApplies from: no date (Voluntary)Applies fromNo dateVoluntaryArtefact: Pipeline controls; eval gates; change managementArtefactPipelinecontrolsLayers: Layer 01 Govern-as-Code and Layer 03 Evals & Red Teaming as Evidence and Layer 04 Runtime Controls & ObservabilityLayersLayer 01Layer 03Layer 04Evidence record: Eval result, Agent register entry, Test report, Go/no-go decision, Test plan, Post-market monitoring plan, Decommissioning runbook, Use-case record, AI system register entry, Model card, Design recordEvidence recordEval result+10 moreSame topic in 26 frameworks (176 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 ISO 42001 A.6 to its evidence record, in 6 steps; the text alternative lists them and the facts under the figure state each in full.Clause: ISO/IEC 42001, A.6ClauseISO 42001 · A.6Duty holder: not statedDuty holderNot statedApplies from: no date (Voluntary)Applies fromNo date · VoluntaryArtefact: Pipeline controls; eval gates; change managementArtefactPipeline controlsLayers: Layer 01 Govern-as-Code and Layer 03 Evals & Red Teaming as Evidence and Layer 04 Runtime Controls & ObservabilityLayersLayer 01Layer 03Layer 04Evidence record: Eval result, Agent register entry, Test report, Go/no-go decision, Test plan, Post-market monitoring plan, Decommissioning runbook, Use-case record, AI system register entry, Model card, Design recordEvidence recordEval result · +10 moreSame topic in 26 frameworks (176 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-ISO42001-A6. Drawn from chapter 08.
Text alternative
Id
AIGE-OBL-ISO42001-A6
Instrument
ISO/IEC 42001 standard
Compared side by side
ISO 42001 vs EU AI Act · NIST AI RMF vs ISO 42001
Clause
A.6
Applies from
No date Voluntary · Voluntary management-system standard (2023); no presumption of conformity

The artefact that evidences it

Pipeline controls; eval gates; change management.

What this obligation connects toISO 42001 A.6 and its 37 relations: 6 patterns, 5 open controls, 26 same crosswalk topic.DirectColour: stack layer of the pattern or control01 Govern-as-Code02 Inventory03 Evals04 Runtime ControlsISO 42001 A.6Patterns (6)AI Threat Model · DirectAI Threat ModelDeactivation, Localisation & Retirement Runbook · DirectDeactivation, Localisation…Drift & Fairness Monitor · DirectDrift & Fairness MonitorFairness Eval Suite · DirectFairness Eval SuiteModel Artefact Integrity · DirectModel Artefact IntegrityStaged Rollout with Rollback Criteria · DirectStaged Rollout with Rollback…Open controls (5)AIGE-CTL-EVAL-009 Evaluation Validity Checks · DirectEvaluation Validity ChecksAIGE-CTL-EVAL-008 Harness and Configuration Attestation · DirectHarness and Configuration…AIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before Load · DirectModel Artefacts Signed at Build…AIGE-CTL-ASSURE-003 Signed Test Report Against the Plan · DirectSigned Test Report Against…AIGE-CTL-ASSURE-001 Test Plan Frozen Before Evaluation · DirectTest Plan Frozen Before…Same crosswalk topic (26)AI Verify 4.3.1, 4.7.1, 4.2.1, 1.1.6, 1.7.2, 1.1.1, 3.4.1, 9.8.1, 5.10.1, 4.8.1, 4.1.1, 6.1.1, 5.2.1, 5.9.1, 9.4.1, 5.14.1, 6.5.1, 4.6.1 · Core clauseAI VerifyCSA AICM GRC-02, MDS-12, MDS-03, MDS-04, LOG-09, LOG-12, TVM-13, AIS-09, AIS-10, MDS-06, MDS-07, AIS-05, AIS-13, AIS-06, CCC-01, DSP-02 · Core clauseCSA AICMChina AI Labelling Label Art. 4, Label Art. 5 · Core clauseChina AI LabellingChina Deep Synthesis DeepSyn Art. 16, DeepSyn Art. 17, DeepSyn Art. 10, DeepSyn Art. 15, DeepSyn Art. 20 · Core clauseChina Deep SynthesisChina GenAI Measures GenAI Art. 17, GenAI Art. 12, GenAI Art. 19, GenAI Art. 10, GenAI Art. 14 · Core clauseChina GenAI MeasuresCoE Convention CoE Art. 16, CoE Art. 14(2), CoE Art. 15(2), CoE Art. 16(2)(g), CoE Art. 13 · Core clauseCoE Convention+20 more+20 more: EU AI Act Art. 9, Art. 3, Art. 11, Art. 13, Art. 53, Art. 50, Art. 86, Art. 18, Art. 43, Art. 53(1)(d), Art. 50(2), 50(4), Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 55, Art. 60, Art. 15(3), Art. 42(3), Art. 57, Art. 58, Art. 59, Art. 61, Art. 25, Art. 43(4), Art. 20, Art. 79, G7 Code G7 Action 3, G7 Action 1, GAO AI Accountability 1.6, 1.9, 3.5, 1.7, 4.3, 3.7, 3.2, 4.4, 4.5, GB/T 45654 GB/T 45654 Content labelling, GB/T 45654 Security assessment, GDPR Arts. 13–14, Art. 30, Art. 32, GPAI Code Safety C1, Safety C3, Transparency 1.1, Transparency 1.2, Safety C5, Safety 3.2, Safety C6, ISO 23894 23894 6.4, 23894 6.5, 23894 6.6, ISO 42001 6.1.2, 6.1.3, 8.2, 8.3, 6.1.4, 7.5, A.8, A.9, 9.1, Korea AI Act Art. 34(1)(1), Art. 31, Art. 34(1)(2), Art. 34(1)(5), Art. 32(1), NIST AI RMF MAP 1, MAP 5, MANAGE 1, GOVERN 1.3, MAP 1.5, MANAGE 1.3, MANAGE 1.4, MEASURE 3, MEASURE 2, MEASURE 2.8, MAP 1.6, MEASURE 2.9, MANAGE 4, MANAGE 2, MEASURE 2.7, MEASURE 2.1, MEASURE 1, MEASURE 2.3, MANAGE 2.4, MANAGE 4.1, GOVERN 1.7, OECD AI Principles OECD 1.5(c), OECD 1.3, OECD 1.5(b), OECD 1.4, OWASP LLM LLM01:2026, LLM10:2026, LLM06:2026, Singapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.3.1, Agentic 2.3.2, Singapore GenAI GenAI 3, GenAI 5, GenAI 6, 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.5, TC260 3.2.1, TC260 3, TC260 5.3.14, TC260 5.3, UK ATRS ATRS 2.5.2, ATRS Tier 1, ATRS 2.2, prEN 18228 prEN 18228, prEN 18229-1 prEN 18229-1, China Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 16, AlgoRec Art. 8, AlgoRec Art. 9, OWASP Agentic ASI05
What this obligation connects toISO 42001 A.6 and its 37 relations: 6 patterns, 5 open controls, 26 same crosswalk topic.DirectColour: stack layer of the pattern or control01 Govern-as-Code02 Inventory03 Evals04 Runtime ControlsPatterns (6)AI Threat Model · DirectAI Threat ModelDeactivation, Localisation & Retirement Runbook · DirectDeactivation, Localisation…Drift & Fairness Monitor · DirectDrift & Fairness MonitorFairness Eval Suite · DirectFairness Eval SuiteModel Artefact Integrity · DirectModel Artefact IntegrityStaged Rollout with Rollback Criteria · DirectStaged Rollout with Rollback…Open controls (5)AIGE-CTL-EVAL-009 Evaluation Validity Checks · DirectEvaluation Validity ChecksAIGE-CTL-EVAL-008 Harness and Configuration Attestation · DirectHarness and Configuration…AIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before Load · DirectModel Artefacts Signed at Build…AIGE-CTL-ASSURE-003 Signed Test Report Against the Plan · DirectSigned Test Report Against…AIGE-CTL-ASSURE-001 Test Plan Frozen Before Evaluation · DirectTest Plan Frozen Before…Same crosswalk topic (26)AI Verify 4.3.1, 4.7.1, 4.2.1, 1.1.6, 1.7.2, 1.1.1, 3.4.1, 9.8.1, 5.10.1, 4.8.1, 4.1.1, 6.1.1, 5.2.1, 5.9.1, 9.4.1, 5.14.1, 6.5.1, 4.6.1 · Core clauseAI VerifyCSA AICM GRC-02, MDS-12, MDS-03, MDS-04, LOG-09, LOG-12, TVM-13, AIS-09, AIS-10, MDS-06, MDS-07, AIS-05, AIS-13, AIS-06, CCC-01, DSP-02 · Core clauseCSA AICMChina AI Labelling Label Art. 4, Label Art. 5 · Core clauseChina AI LabellingChina Deep Synthesis DeepSyn Art. 16, DeepSyn Art. 17, DeepSyn Art. 10, DeepSyn Art. 15, DeepSyn Art. 20 · Core clauseChina Deep SynthesisChina GenAI Measures GenAI Art. 17, GenAI Art. 12, GenAI Art. 19, GenAI Art. 10, GenAI Art. 14 · Core clauseChina GenAI MeasuresCoE Convention CoE Art. 16, CoE Art. 14(2), CoE Art. 15(2), CoE Art. 16(2)(g), CoE Art. 13 · Core clauseCoE Convention+20 more+20 more: EU AI Act Art. 9, Art. 3, Art. 11, Art. 13, Art. 53, Art. 50, Art. 86, Art. 18, Art. 43, Art. 53(1)(d), Art. 50(2), 50(4), Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 55, Art. 60, Art. 15(3), Art. 42(3), Art. 57, Art. 58, Art. 59, Art. 61, Art. 25, Art. 43(4), Art. 20, Art. 79, G7 Code G7 Action 3, G7 Action 1, GAO AI Accountability 1.6, 1.9, 3.5, 1.7, 4.3, 3.7, 3.2, 4.4, 4.5, GB/T 45654 GB/T 45654 Content labelling, GB/T 45654 Security assessment, GDPR Arts. 13–14, Art. 30, Art. 32, GPAI Code Safety C1, Safety C3, Transparency 1.1, Transparency 1.2, Safety C5, Safety 3.2, Safety C6, ISO 23894 23894 6.4, 23894 6.5, 23894 6.6, ISO 42001 6.1.2, 6.1.3, 8.2, 8.3, 6.1.4, 7.5, A.8, A.9, 9.1, Korea AI Act Art. 34(1)(1), Art. 31, Art. 34(1)(2), Art. 34(1)(5), Art. 32(1), NIST AI RMF MAP 1, MAP 5, MANAGE 1, GOVERN 1.3, MAP 1.5, MANAGE 1.3, MANAGE 1.4, MEASURE 3, MEASURE 2, MEASURE 2.8, MAP 1.6, MEASURE 2.9, MANAGE 4, MANAGE 2, MEASURE 2.7, MEASURE 2.1, MEASURE 1, MEASURE 2.3, MANAGE 2.4, MANAGE 4.1, GOVERN 1.7, OECD AI Principles OECD 1.5(c), OECD 1.3, OECD 1.5(b), OECD 1.4, OWASP LLM LLM01:2026, LLM10:2026, LLM06:2026, Singapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.3.1, Agentic 2.3.2, Singapore GenAI GenAI 3, GenAI 5, GenAI 6, 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.5, TC260 3.2.1, TC260 3, TC260 5.3.14, TC260 5.3, UK ATRS ATRS 2.5.2, ATRS Tier 1, ATRS 2.2, prEN 18228 prEN 18228, prEN 18229-1 prEN 18229-1, China Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 16, AlgoRec Art. 8, AlgoRec Art. 9, OWASP Agentic ASI05ISO 42001 A.6
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-ISO42001-A6
FamilyItemRelation
PatternsAI Threat ModelDirect
PatternsDeactivation, Localisation & Retirement RunbookDirect
PatternsDrift & Fairness MonitorDirect
PatternsFairness Eval SuiteDirect
PatternsModel Artefact IntegrityDirect
PatternsStaged Rollout with Rollback CriteriaDirect
Open controlsAIGE-CTL-EVAL-009 Evaluation Validity ChecksDirect
Open controlsAIGE-CTL-EVAL-008 Harness and Configuration AttestationDirect
Open controlsAIGE-CTL-ASSURE-010 Model Artefacts Signed at Build and Verified Before LoadDirect
Open controlsAIGE-CTL-ASSURE-003 Signed Test Report Against the PlanDirect
Open controlsAIGE-CTL-ASSURE-001 Test Plan Frozen Before EvaluationDirect
Same crosswalk topicAI Verify 4.3.1, 4.7.1, 4.2.1, 1.1.6, 1.7.2, 1.1.1, 3.4.1, 9.8.1, 5.10.1, 4.8.1, 4.1.1, 6.1.1, 5.2.1, 5.9.1, 9.4.1, 5.14.1, 6.5.1, 4.6.1Core clause
Same crosswalk topicCSA AICM GRC-02, MDS-12, MDS-03, MDS-04, LOG-09, LOG-12, TVM-13, AIS-09, AIS-10, MDS-06, MDS-07, AIS-05, AIS-13, AIS-06, CCC-01, DSP-02Core clause
Same crosswalk topicChina AI Labelling Label Art. 4, Label Art. 5Core clause
Same crosswalk topicChina Deep Synthesis DeepSyn Art. 16, DeepSyn Art. 17, DeepSyn Art. 10, DeepSyn Art. 15, DeepSyn Art. 20Core clause
Same crosswalk topicChina GenAI Measures GenAI Art. 17, GenAI Art. 12, GenAI Art. 19, GenAI Art. 10, GenAI Art. 14Core clause
Same crosswalk topicCoE Convention CoE Art. 16, CoE Art. 14(2), CoE Art. 15(2), CoE Art. 16(2)(g), CoE Art. 13Core clause
Same crosswalk topicEU AI Act Art. 9, Art. 3, Art. 11, Art. 13, Art. 53, Art. 50, Art. 86, Art. 18, Art. 43, Art. 53(1)(d), Art. 50(2), 50(4), Art. 12, Art. 26(6), Art. 26, Art. 19, Art. 5, Art. 15, Art. 5(1)(a)–(b), Art. 55, Art. 60, Art. 15(3), Art. 42(3), Art. 57, Art. 58, Art. 59, Art. 61, Art. 25, Art. 43(4), Art. 20, Art. 79Core clause
Same crosswalk topicG7 Code G7 Action 3, G7 Action 1Core clause
Same crosswalk topicGAO AI Accountability 1.6, 1.9, 3.5, 1.7, 4.3, 3.7, 3.2, 4.4, 4.5Core clause
Same crosswalk topicGB/T 45654 GB/T 45654 Content labelling, GB/T 45654 Security assessmentCore clause
Same crosswalk topicGDPR Arts. 13–14, Art. 30, Art. 32Core clause
Same crosswalk topicGPAI Code Safety C1, Safety C3, Transparency 1.1, Transparency 1.2, Safety C5, Safety 3.2, Safety C6Core 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, 6.1.4, 7.5, A.8, A.9, 9.1Core clause
Same crosswalk topicKorea AI Act Art. 34(1)(1), Art. 31, Art. 34(1)(2), Art. 34(1)(5), Art. 32(1)Core clause
Same crosswalk topicNIST AI RMF MAP 1, MAP 5, MANAGE 1, GOVERN 1.3, MAP 1.5, MANAGE 1.3, MANAGE 1.4, MEASURE 3, MEASURE 2, MEASURE 2.8, MAP 1.6, MEASURE 2.9, MANAGE 4, MANAGE 2, MEASURE 2.7, MEASURE 2.1, MEASURE 1, MEASURE 2.3, MANAGE 2.4, MANAGE 4.1, GOVERN 1.7Core clause
Same crosswalk topicOECD AI Principles OECD 1.5(c), OECD 1.3, OECD 1.5(b), OECD 1.4Core clause
Same crosswalk topicOWASP LLM LLM01:2026, LLM10:2026, LLM06:2026Core clause
Same crosswalk topicSingapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.3.1, Agentic 2.3.2Core clause
Same crosswalk topicSingapore GenAI GenAI 3, GenAI 5, GenAI 6Core 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.5, TC260 3.2.1, TC260 3, TC260 5.3.14, TC260 5.3Core clause
Same crosswalk topicUK ATRS ATRS 2.5.2, ATRS Tier 1, ATRS 2.2Core clause
Same crosswalk topicprEN 18228 prEN 18228Core clause
Same crosswalk topicprEN 18229-1 prEN 18229-1Core clause
Same crosswalk topicChina Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 16, AlgoRec Art. 8, AlgoRec Art. 9Related clause
Same crosswalk topicOWASP Agentic ASI05Related 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

Documentation and transparency

Logging and traceability

Runtime guardrails

Robustness, security and evaluations

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 ISO/IEC 42001, 42005 and 42006, checked against its sources on the review date above.

Machine-readable

Cite this obligation

García Aibar, J. (2026). ISO 42001 A.6: AI system life cycle (AIGE-OBL-ISO42001-A6). 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-iso42001-a6. CC BY 4.0

BibTeX

@misc{aige2026obligation,
  author       = {Jorge García Aibar},
  title        = {{ISO 42001 A.6: AI system life cycle (AIGE-OBL-ISO42001-A6)}},
  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-iso42001-a6},
  note         = {Version 0.5.0}
}