It establishes compliance and supports risk management: Which statement best captures the primary governance

Design documentation exists to establish compliance and manage risk by preserving a traceable record of decisions and rationale.

The question

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1. It guarantees that the finished model will achieve higher predictive accuracy than a comparable system built without such records.

   Plausible but wrong: documentation supports governance but does not itself improve the model's predictive accuracy.
2. It removes the need for later testing because a well-documented design can be assumed correct without further verification of behavior.

   Plausible but wrong: documentation never replaces testing; the system's behavior must still be verified regardless of records kept.
3. It establishes compliance and supports risk management by preserving a traceable record of decisions and the reasoning behind them. ✓

   Correct: documenting the design and build process exists to establish compliance and manage risk through a traceable decision record.
4. It transfers legal responsibility for the system's outcomes from the provider to the deployer once the records are formally signed off.

   Plausible but wrong: documentation does not reassign legal responsibility between roles; it evidences how decisions were made.

How to remember it

Design documentation exists to establish compliance and manage risk by preserving a traceable record of decisions and rationale.

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