The COMPEL Glossary Graph visualizes relationships between framework terminology, showing how concepts interconnect across domains, stages, and pillars. Term nodes cluster by pillar affiliation while cross-references reveal semantic dependencies — for example, how risk appetite connects to control effectiveness, model governance, and assurance requirements. This network representation helps practitioners navigate the framework vocabulary and understand that COMPEL terminology forms a coherent conceptual system rather than isolated definitions.
COMPEL Glossary / continuous-delivery-ml
Continuous delivery (ML)
Automated, governed promotion of models through lifecycle stages — development, staging, production — with gated checkpoints (evaluation thresholds, bias checks, cost thresholds, human approval where required).
What this means in practice
Aligns with ISO/IEC 42001:2023 Clause 8.1 operational-planning obligations; each gate produces audit evidence.
Synonyms
CD for ML , ML CD , governed model promotion
See also
- Continuous integration (ML) — Automated test and build of model code, data contracts, and training scripts on every change — extended from software CI with data-schema validation, model-schema validation, and lightweight training smoke tests.
- Pipeline — An automated execution graph connecting data ingestion, feature engineering, training, evaluation, and deployment stages — parameterized, versioned, and re-runnable.
- Technical documentation (Annex IV) — The mandatory documentation that the provider of a high-risk AI system must draw up before placing it on the market.