Real ChatGPT answer · index seedEWDcI7cpjoocompleteB2B software · data and analytics platformsinformational

What are the step-by-step implementation phases for setting up a proper data governance program in a mid-sized US company?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the step-by-step implementation phases for setting up a proper data governance program in a mid-sized US company?
2 real searches · 1 real-search pass
NIST data governance framework data management governance roles data quality privacy framework official guidanceGoogle ↗
OBSERVEDInstruction
DAMA data governance framework data owner data steward policies implementation guideGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
NIST data governance framework data management governance roles data quality privacy framework official guidance Google ↗
DAMA data governance framework data owner data steward policies implementation guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NIST data governance framework data management governance roles data quality privacy framework official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
DAMA data governance framework data owner data steward policies implementation guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1