NIST AI RMF MEASURE

Analyse, benchmark and monitor risk

By Jorge García Aibar Reviewed 2026-09-19

From clause to evidence Build the artefact, then file every output it produces as a record that names AIGE-OBL-NISTRMF-MEASURE. Drawn from chapter 08.

Text alternative

Clause: NIST AI RMF, MEASURE.
Duty holder: Not stated.
Applies from: No date, Voluntary.
Artefact: Eval gates.
Layer: Layer 03 Evals & Red Teaming as Evidence.
Evidence record: Eval result, +7 more.
Record schemas: Eval result , Dataset admission record , Test report , Evidence record , Control observation , Test plan , Post-market monitoring plan , Model card .
The same topic in 29 other frameworks; the crosswalk section below links each clause.

Id: AIGE-OBL-NISTRMF-MEASURE
Instrument: NIST AI RMF framework
Compared side by side: NIST AI RMF vs ISO 42001 · NIST AI RMF vs EU AI Act
Clause: MEASURE
Applies from: No date Voluntary · Voluntary (AI RMF 1.0, January 2023)

The artefact that evidences it

Eval gates; adversarial red-team suite; metrics per failure mode.

L3 Evals & Red Teaming as Evidence

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-MEASURE
Family	Item	Relation
Patterns	AI Threat Model	Direct
Patterns	Adversarial Red-Team Suite	Direct
Patterns	Claims Substantiation Gate	Direct
Patterns	Decision Notice & Contest Path	Direct
Patterns	Drift & Fairness Monitor	Direct
Patterns	Eval Gate in CI	Direct
Patterns	Explanation Artefact	Direct
Patterns	Fairness Eval Suite	Direct
Patterns	Model Artefact Integrity	Direct
Patterns	Model Card as Control Evidence	Direct
Patterns	Rights Requests Against Models	Direct
Patterns	Staged Rollout with Rollback Criteria	Direct
Open controls	AIGE-CTL-EVAL-009 Evaluation Validity Checks	Direct
Open controls	AIGE-CTL-EVAL-005 Monitoring Integrity	Direct
Open controls	AIGE-CTL-ASSURE-002 Release Blocked Below the Eval Threshold	Direct
Open controls	AIGE-CTL-ASSURE-003 Signed Test Report Against the Plan	Direct
Open controls	AIGE-CTL-ASSURE-001 Test Plan Frozen Before Evaluation	Direct
Same crosswalk topic	AI Verify 4.3.1, 4.7.1, 4.2.1, 8.1.1, 8.2.1, 1.1.6, 1.7.2, 1.1.1, 3.4.1, 9.8.1, 5.10.1, 4.1.1, 6.1.1, 5.2.1, 5.9.1, 7.1.1, 7.2.1, 7.8.1, 8.3.1, 8.3.2, 1.4.1, 2.2.1, 1.1.4, 11.1.1	Core clause
Same crosswalk topic	CSA AICM GRC-02, MDS-12, DSP-20, DSP-21, MDS-03, MDS-04, LOG-09, LOG-12, MDS-06, MDS-07, AIS-05, GRC-11, DSP-08, DSP-22, GRC-13, GRC-14, A&A-02, A&A-04, AIS-13	Core clause
Same crosswalk topic	China AI Labelling Label Art. 4, Label Art. 5	Core clause
Same crosswalk topic	China Deep Synthesis DeepSyn Art. 14, DeepSyn Art. 16, DeepSyn Art. 17, DeepSyn Art. 15, DeepSyn Art. 20	Core clause
Same crosswalk topic	China GenAI Measures GenAI Art. 17, GenAI Art. 7, GenAI Art. 8, GenAI Art. 11, GenAI Art. 12, GenAI Art. 19, GenAI Art. 4(2), GenAI Art. 7(3)	Core clause
Same crosswalk topic	CoE Convention CoE Art. 16, CoE Art. 14(2), CoE Art. 15(2), CoE Art. 16(2)(g), CoE Art. 10, CoE Art. 11, CoE Art. 13	Core clause
Same crosswalk topic	EU AI Act Art. 9, Art. 3, Art. 10, Art. 10(2)(f)–(g), Art. 4a, Art. 53, Art. 53(1)(c), Art. 5(1)(e), Art. 11, Art. 13, 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. 15, Art. 55, Art. 60, Art. 15(3), Art. 42(3), Art. 59, Art. 13(3)(b)(iv)–(v), Art. 47, Art. 48, Art. 40, Art. 57, Art. 58, Art. 61, Annex XI 1(2)(e), Art. 40(2), Art. 95(2)(b)	Core clause
Same crosswalk topic	G7 Code G7 Action 3, G7 Action 1, G7 Action 11	Core clause
Same crosswalk topic	GAO AI Accountability 1.6, 2.1, 2.2, 2.4, 2.5, 1.9, 3.5, 1.7, 4.3, 3.7, 3.2, 2.7, 3.8, 2.8, 1.8	Core clause
Same crosswalk topic	GB/T 45654 GB/T 45654 Corpus security, GB/T 45654 Content labelling, GB/T 45654 Security assessment	Core clause
Same crosswalk topic	GDPR Art. 5(1)(c), Art. 25, Art. 9, Arts. 13–14, Art. 30, Art. 32, Art. 5(1)(a), Art. 5, Art. 6, Art. 35, Art. 15(1)(h), Art. 13(2)(f), Art. 22(3), Art. 42	Core clause
Same crosswalk topic	GPAI Code Safety C1, Safety C3, Copyright 1.1–1.5, Transparency 1.1, Transparency 1.2, Safety 3.2, Safety C6	Core clause
Same crosswalk topic	ISO 23894 23894 6.4, 23894 6.5, 23894 6.6	Core clause
Same crosswalk topic	ISO 42001 6.1.2, 6.1.3, 8.2, 8.3, A.6, 6.1.4, A.7, A.7.3, A.4, 7.5, A.8, A.6.2.8, 9.1, A.5.4, A.8.2, 9.2, A.6.2.4	Core clause
Same crosswalk topic	ISO 42006 ISO/IEC 42006	Core clause
Same crosswalk topic	Korea AI Act Art. 34(1)(1), Art. 31, Art. 34(1)(2), Art. 34(1)(5), Art. 32(1), Art. 33	Core clause
Same crosswalk topic	NIST AI RMF MAP 1, MAP 5, MANAGE 1, GOVERN 1.3, MAP 1.5, MANAGE 1.3, MANAGE 1.4, MAP 2, MAP 1.6, MANAGE 4, GOVERN 3.1	Core clause
Same crosswalk topic	OECD AI Principles OECD 1.5(c), OECD 1.3, OECD 1.5(b), OECD 1.4, OECD 1.2, OECD 1.1	Core clause
Same crosswalk topic	OWASP LLM LLM05:2026, LLM01:2026, LLM02:2026	Core clause
Same crosswalk topic	Singapore Agentic Agentic 2.1, Agentic 2.3.3, Agentic 2.3.2	Core clause
Same crosswalk topic	Singapore GenAI GenAI 2, GenAI 3, GenAI 5, GenAI 6, GenAI 9	Core clause
Same crosswalk topic	TC260 Framework 3.0 TC260 2, TC260 Summary table, TC260 5.3.19, TC260 2.1.3, TC260 5.1, TC260 App. 2 II.6, TC260 5.3.6, TC260 3, TC260 5.3.14	Core clause
Same crosswalk topic	UK ATRS ATRS 2.5.2, ATRS 2.4.3, ATRS Tier 1, ATRS 2.2, ATRS 2.4.2, ATRS 2.3.5	Core clause
Same crosswalk topic	UK DUAA UK GDPR Art. 22B, UK GDPR Art. 22C	Core clause
Same crosswalk topic	prEN 18228 prEN 18228	Core clause
Same crosswalk topic	prEN 18229-1 prEN 18229-1	Core clause
Same crosswalk topic	China Algo. Rec. AlgoRec Art. 27, AlgoRec Art. 16, AlgoRec Art. 21, AlgoRec Art. 17	Related clause
Same crosswalk topic	EN 18286 EN 18286	Related clause
Same crosswalk topic	OWASP Agentic ASI05	Related clause

Patterns that build it

Eval Gate in CI (layer 3)
Adversarial Red-Team Suite (layer 3)
Model Card as Control Evidence (layer 2)
AI Threat Model (layer 1 and 3)
Fairness Eval Suite (layer 3)
Explanation Artefact (layer 4 and 5)
Model Artefact Integrity (layer 2 and 4)
Claims Substantiation Gate (layer 5 and 3)
Decision Notice & Contest Path (layer 4 and 5)
Rights Requests Against Models (layer 2 and 5)
Staged Rollout with Rollback Criteria (layer 4)
Drift & Fairness Monitor (layer 4 and 5)

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.

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.

AIGE-CTL-EVAL-005 Monitoring Integrity (Evaluation environment profile)
AIGE-CTL-EVAL-009 Evaluation Validity Checks (Evaluation environment profile)
AIGE-CTL-ASSURE-001 Test Plan Frozen Before Evaluation (Assurance and evidence profile)
AIGE-CTL-ASSURE-002 Release Blocked Below the Eval Threshold (Assurance and evidence profile)
AIGE-CTL-ASSURE-003 Signed Test Report Against the Plan (Assurance and evidence profile)

Source

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

Machine-readable

This obligation: /api/v1/obligations/aige-obl-nistrmf-measure.json
The register: /api/v1/obligations.json · CSV
Schema and stability promise: open data and API

Cite this obligation

García Aibar, J. (2026). NIST AI RMF MEASURE (AIGE-OBL-NISTRMF-MEASURE). 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-measure. CC BY 4.0

BibTeX

@misc{aige2026obligation,
  author       = {Jorge García Aibar},
  title        = {{NIST AI RMF MEASURE (AIGE-OBL-NISTRMF-MEASURE)}},
  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-measure},
  note         = {Version 0.5.0}
}