Explains the evaluate-direct-monitor model of data governance
The governing body evaluates, directs through strategy and policy, and monitors; accountability for data is assigned to and accepted by roles (ISO/IEC 38505-1).
Can AI do this?
AI does this well Most of the tested AI models master this. 3 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 96% | Mastered |
| gemini-3.5-flash-lite | Low cost | 89% | Not shown |
| gpt-6-luna | Low cost | 96% | Mastered |
| claude-haiku-5-5 | Low cost | 96% | Mastered |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: The governing body evaluates, directs through strategy and policy, and monitors; accountability for data is assigned to and accepted by roles (ISO/IEC 38505-1).
How it is assessed: Answers a written question on the evaluate-direct-monitor model and accountability for data correctly
Related knobits
Needed for
- G-105 Recognises a strategy goal with no owner
- G-110 Recognises a data principle with no owner
- G-117 Recognises a proposed object presented as agreed
All 25 knobits of Set the data strategy and principles.
Source: Practice the stage 1 reference and review checklist rest on