Explains data governance roles and bodies
Sponsor, council, data owner, steward and custodian; governance separated from management; bodies with a mandate and a reporting line (DMBOK2 ch. 3).
Can AI do this?
AI does this well Most of the tested AI models master this. 4 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 100% | Mastered |
| gemini-3.5-flash-lite | Low cost | 100% | Mastered |
| gpt-6-luna | Low cost | 100% | Mastered |
| claude-haiku-5-5 | Low cost | 100% | 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: Sponsor, council, data owner, steward and custodian; governance separated from management; bodies with a mandate and a reporting line (DMBOK2 ch. 3).
How it is assessed: Answers a written question on the data governance roles and bodies correctly
Related knobits
Needed for
- G-201 Recognises a data domain with no owner
- G-205 Recognises a custodian as a domain owner
- G-215 Recognises a governance body with no mandate
- G-216 Recognises a governance body missing the owners it decides about
- G-217 Recognises a governance body with no reporting line
- G-219 Recognises a steward with nothing to steward
- G-252 Explains decision rights and the escalation ladder
- G-254 Explains the authority behind accountability
- G-256 Explains data domains and term ownership
- G-318 Recognises a policy approved outside the operating model
All 26 knobits of Design the governance operating model and stewardship.
Source: Practice the stage 2 reference and review checklist rest on