We just got hit with a Microsoft software license audit. Is it better to use our corporate counsel or hire an independent SAM consultant?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We just got hit with a Microsoft software license audit. Is it better to use our corporate counsel or hire an independent SAM consultant?
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
Microsoft software license compliance audit customer rights audit process Enterprise Agreement independent SAM consultant legal counsel Google ↗
Microsoft Product Terms audit verification customer obligations software licensing audit official Google ↗
- Microsoft Software Audit Disputes · scottandscottllp.com
- To SAM or Not to SAM? The Differences Between a Microsoft SAM Engagement and an Audit · scottandscottllp.com
- Software License Non-Compliance and Audits: Growing · docket.acc.com
- Microsoft SAM – A Software Audit by Another Name · scottandscottllp.com
- 8. **Verifying compliance.** · abscloud.eu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft software license compliance audit customer rights audit process Enterprise Agreement independent SAM consultant legal counsel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Microsoft Product Terms audit verification customer obligations software licensing audit official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |