Real ChatGPT answer · index seednLkIMotZ8CEcompleteB2B software · data and analytics platformsinformational
What is the most secure way to handle PII data redaction in dbt transformations before it hits our Tableau and Metabase dashboards?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the most secure way to handle PII data redaction in dbt transformations before it hits our Tableau and Metabase dashboards?
4 real searches · 1 real-search pass
dbt documentation data tests contracts access control model access latest security PII maskingGoogle ↗
OBSERVEDOther / navigational
Snowflake documentation dynamic data masking row access policies column masking RBACGoogle ↗
OBSERVEDOther / navigational
Tableau documentation data source permissions row level security database credentialsGoogle ↗
OBSERVEDOther / navigational
Metabase documentation permissions data sandboxing database views securityGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
dbt documentation data tests contracts access control model access latest security PII masking Google ↗
Snowflake documentation dynamic data masking row access policies column masking RBAC Google ↗
Tableau documentation data source permissions row level security database credentials Google ↗
Metabase documentation permissions data sandboxing database views security Google ↗
- Understanding Column-level Security · docs.snowflake.com
- Understanding Dynamic Data Masking · docs.snowflake.com
- Permissions · help.tableau.com
- RLS Best Practices for Data Sources and Workbooks · help.tableau.com
- Data permissions · metabase.com
- Row and column security · metabase.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dbt documentation data tests contracts access control model access latest security PII masking OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Snowflake documentation dynamic data masking row access policies column masking RBAC OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Tableau documentation data source permissions row level security database credentials OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Metabase documentation permissions data sandboxing database views security OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |