Real ChatGPT answer · index seediSox6C9Qxc4completeB2B software · data and analytics platformsinformational

I am doing a class presentation on modern data stacks and need a clear breakdown of the typical data governance implementation steps for a midsize tech company.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am doing a class presentation on modern data stacks and need a clear breakdown of the typical data governance implementation steps for a midsize tech company.
1 real search · 1 real-search pass
data governance implementation framework roles policies metadata data quality security data catalog modern data stack DAMA NIST cloud data governanceGoogle ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
data governance implementation framework roles policies metadata data quality security data catalog modern data stack DAMA NIST cloud data governance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
data governance implementation framework roles policies metadata data quality security data catalog modern data stack DAMA NIST cloud data governance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1