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Governance-as-code

By Updated

Governance rules expressed as executable code that evaluates pull requests, deployments and runtime calls and returns a decision; the umbrella term of which policy-as-code is the CI/CD subset.

Developed in
ch. 04, Layer 01: Govern-as-Code
Chapters
ch. 03, Values & Principles · ch. 04, The Stack
Contrast with
Policy-as-code
Source
Defined by this Body of Knowledge: the section it is developed in is the source

Where it is used

One chapter of the Body of Knowledge uses the term. Each link opens the first section that does.

Governance-as-code: mentions per chapter1 mention of the term across 1 of the 23 chapters of the Body of Knowledge; the chapters the glossary cross-references are drawn solid.Other chapterCross-referenced, not named01 Definition: 1 mention01 Definition103 Values & Principles004 The Stack0No mentions in the other 20 chaptersSource: the Body of Knowledgev0.5.0
Governance-as-code: mentions per chapter1 mention of the term across 1 of the 23 chapters of the Body of Knowledge; the chapters the glossary cross-references are drawn solid.Other chapterCross-referenced, not named0001 Definition: 1 mention101020304050607081011121314151617181920212223Source: the Body of Knowledge v0.5.0
Mentions per chapter How often each chapter names the term, with the chapters the glossary cross-references drawn solid. The longest bar is where to read the term in use; bars spread across many chapters mark a term that runs through the discipline.
Mentions as a table
Mentions of Governance-as-code per chapter
ChapterMentionsCross-referenced
00 Preface0No
01 Definition1No
02 Why Now0No
03 Values & Principles0Yes
04 The Stack0Yes
05 Patterns0No
06 The Role0No
07 Maturity Model0No
08 Regulatory Map0No
10 Reading List0No
11 AI Defined0No
12 Governance Program0No
13 Risk Management0No
14 Development0No
15 Deployment0No
16 Fairness & XAI0No
17 Incidents0No
18 EU AI Act0No
19 Privacy & AI0No
20 Existing Law0No
21 AI Laws Worldwide0No
22 Principles & Standards0No
23 AI Agents0No

Patterns that use this term

4 pattern pages use the term, most mentions first.

Governance-as-code: related terms and patternsThe term at the centre; related terms on solid edges, the terms it is contrasted with on dashed edges, and the patterns that use it most in the colour of their layer.RelatedContrastColour: stack layer of the pattern01 Govern-as-CodeGovernance-as-codeRelated terms (1)Policy verdict · RelatedPolicy verdictContrast with (1)Policy-as-code · ContrastPolicy-as-codePatterns using it (4)FRIA-as-Code, 1 mention · Uses the termFRIA-as-CodeFramework Crosswalk, 1 mention · Uses the termFramework CrosswalkPolicy Card, 1 mention · Uses the termPolicy CardUse-Case Intake & Risk Tiering, 1 mention · Uses the termUse-Case Intake & Risk Tiering
Governance-as-code: related terms and patternsThe term at the centre; related terms on solid edges, the terms it is contrasted with on dashed edges, and the patterns that use it most in the colour of their layer.RelatedContrastColour: stack layer of the pattern01 Govern-as-CodeRelated terms (1)Policy verdict · RelatedPolicy verdictPatterns using it (4)FRIA-as-Code, 1 mention · Uses the termFRIA-as-CodeFramework Crosswalk, 1 mention · Uses the termFramework CrosswalkPolicy Card, 1 mention · Uses the termPolicy CardUse-Case Intake & Risk Tiering, 1 mention · Uses the termUse-Case Intake & Risk TieringContrast with (1)Policy-as-code · ContrastPolicy-as-codeGovernance-as-code
The term's neighbourhood Terms related to this one on solid edges, terms it is often confused with on dashed edges, and the patterns that use it most in the colour of their layer. Follow a dashed edge to check the distinction before you use either term.
Neighbourhood as a table
Neighbourhood of Governance-as-code
FamilyItemRelation
Related termsPolicy verdictRelated
Contrast withPolicy-as-codeContrast
Patterns using itFRIA-as-Code, 1 mentionUses the term
Patterns using itFramework Crosswalk, 1 mentionUses the term
Patterns using itPolicy Card, 1 mentionUses the term
Patterns using itUse-Case Intake & Risk Tiering, 1 mentionUses the term
  • Policy verdict

    The structured record a policy engine emits each time it evaluates a rule: allow or deny, the versioned rule id, a hash of the input and a timestamp, signed…

Sources

No external source: the term is coined or used in a specific sense by this Body of Knowledge, and the section linked under "Developed in" is its source.

Definitions of legal terms paraphrase the cited text, which governs. Dated statements are as of .

Cite this term

García Aibar, J. (2026). Governance-as-code. In AI Governance Engineering: The Thesis & Body of Knowledge (v0.5.0), Glossary. https://doi.org/10.5281/zenodo.22956197. https://aigovernanceengineer.com/glossary/governance-as-code. CC BY 4.0

BibTeX

@misc{aige2026governanceascode,
  author  = {Jorge García Aibar},
  title   = {{Governance-as-code}},
  note    = {Glossary, AI Governance Engineering: The Thesis \& Body of Knowledge, version 0.5.0},
  year    = {2026},
  doi     = {10.5281/zenodo.22956197},
  url     = {https://aigovernanceengineer.com/glossary/governance-as-code}
}