Between packing lunches and reviewing homework, I need to outline our data governance implementation steps; what is the modern best practice framework I should present to my engineering leads tomorrow?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between packing lunches and reviewing homework, I need to outline our data governance implementation steps; what is the modern best practice framework I should present to my engineering leads tomorrow?
3 real searches · 1 real-search pass
modern data governance implementation framework 2025 2026 data ownership data products metadata lineage data quality official guidanceGoogle ↗
OBSERVEDOther / navigational
DAMA DMBOK data governance framework data management capabilities officialGoogle ↗
OBSERVEDDefinition
NIST data governance privacy framework data management governance officialGoogle ↗
OBSERVEDDefinition
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
modern data governance implementation framework 2025 2026 data ownership data products metadata lineage data quality official guidance Google ↗
DAMA DMBOK data governance framework data management capabilities official Google ↗
NIST data governance privacy framework data management governance official Google ↗
- ISO/IEC 38505-1:2026 - Information technology — Governance of data — Part 1: Application of ISO/IEC 38500 to the governance of data · iso.org
- DAMA-DMBOK Framework · damadmbok.org
- Data Governance and Management Profile Working Session 2 · nist.gov
- Learn about data governance with Microsoft Purview · learn.microsoft.com
- Plan for data governance with Microsoft Purview · learn.microsoft.com
- Data governance and management | GSA · coe.gsa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
modern data governance implementation framework 2025 2026 data ownership data products metadata lineage data quality official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
DAMA DMBOK data governance framework data management capabilities official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
NIST data governance privacy framework data management governance official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |