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What are the key pitfalls to avoid during a data warehouse migration from legacy SQL Server to modern cloud platforms

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the key pitfalls to avoid during a data warehouse migration from legacy SQL Server to modern cloud platforms
2 real searches · 1 real-search pass
Microsoft SQL Server data warehouse migration to cloud best practices assessment validation performance cost governance official documentationGoogle ↗
OBSERVEDInstruction
Azure cloud data warehouse migration guide SQL Server migration assessment testing officialGoogle ↗
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
Microsoft SQL Server data warehouse migration to cloud best practices assessment validation performance cost governance official documentation Google ↗
Azure cloud data warehouse migration guide SQL Server migration assessment testing official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Microsoft SQL Server data warehouse migration to cloud best practices assessment validation performance cost governance official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Azure cloud data warehouse migration guide SQL Server migration assessment testing official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1