Real ChatGPT answer · index seedYO7oZg7xwOAcompleteCareers and HR · employee managementinformational
How do I extract raw SQL data from UltiPro for custom labor cost analysis without breaking the existing report architecture?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I extract raw SQL data from UltiPro for custom labor cost analysis without breaking the existing report architecture?
2 real searches · 1 real-search pass
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)
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
UKG Pro UltiPro data access API reporting database SQL export official documentation Google ↗
UKG Pro BI reporting data views integration APIs payroll labor distribution official Google ↗
- UKG Developer Policy · developer.ukg.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UKG Pro UltiPro data access API reporting database SQL export official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
UKG Pro BI reporting data views integration APIs payroll labor distribution official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |