AI Governance Engineer
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Progressive delivery

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Releasing a change to a small, growing share of real traffic in stages (shadow, pilot, canary, general availability), each with rollback criteria registered before it starts and a tested path back to the previous version, so evidence about live behaviour arrives before full exposure. For AI systems it covers model, prompt, corpus and vendor-version changes alike.

Developed in
ch. 15, Progressive delivery as a control
ch. 05, Pattern: Staged Rollout with Rollback Criteria
Chapters
ch. 05, Patterns · ch. 14, Development · ch. 15, Deployment · ch. 23, AI Agents
Source
Defined by this Body of Knowledge: the section it is developed in is the source

Where it is used

2 chapters of the Body of Knowledge use the term. Each link opens the first section that does.

  • Blue-green deployment

    Two identical production environments with traffic switched between them, so a release can be rolled back by switching back.

  • Canary release

    A partial, time-limited deployment of a change to a small share of production traffic, evaluated against a control group before the rollout continues.

  • Rollback criteria

    The conditions, written into the rollout plan before a release stage starts, under which the pipeline returns to the previous version automatically: a floor…

  • Shadow deployment

    A release stage in which a new model or system receives live inputs but its outputs are not used, so its behaviour on real traffic can be compared with the…

  • Version pinning

    Fixing, in the registry entry, the exact versions of the model, prompts, retrieval corpus and guardrails a deployed system uses, so what ran is known and any…

  • AI system

    For governance, the object the AI definition brings into scope.

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). Progressive delivery. In AI Governance Engineering: The Thesis & Body of Knowledge (v0.5.0), Glossary. https://doi.org/10.5281/zenodo.22956197. https://aigovernanceengineer.com/glossary/progressive-delivery. CC BY 4.0

BibTeX

@misc{aige2026progressivedelivery,
  author  = {Jorge García Aibar},
  title   = {{Progressive delivery}},
  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/progressive-delivery}
}