The pipeline is the control
In a regulated environment a CI pipeline is not automation that happens to be convenient. It is the evidence that software reached production legitimately, and evidence has to outlive a log retention window.
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#compliance
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Notebooks may explore, they may not deploy
The line that made model provenance tractable was not banning notebooks. It was deciding that nothing which reaches an endpoint may have originated in one.