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  1. Snowflake
    Snowflake • Data Warehouses and Lakehouses
  2. Visibility Audit
  3. Sentiment conversations

Conversations

Review the questions and AI answers behind this Sentiment Audit for Snowflake.
6 questions · 36 answers
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake compare with Databricks on governed data engineering and security controls?
Topic
Overall
+0.56
+0.44
+0.39
+0.49
+0.44
+0.56
AI And ML Support
0.00
+0.61
—
+0.13
0.00
0.00
Ease Of Administration
—
+0.74
—
+0.68
+0.63
—
Security Controls
+0.84
+0.88
+0.77
+0.80
+0.81
+0.88
Data Governance
+0.84
+0.86
+0.80
+0.80
+0.78
+0.81
Data Sharing And Monetization
—
—
+0.65
—
—
—
Cross-Cloud Flexibility
—
-0.18
-0.12
+0.04
—
—
Open Interoperability
—
-0.24
-0.15
—
0.00
—
Avatar
Security, Risk, and Compliance Lead asked:
What security and compliance capabilities make Snowflake stand out versus Microsoft for regulated enterprises?
Topic
Overall
+0.78
+0.72
+0.80
+0.75
+0.78
+0.75
AI And ML Support
+0.58
+0.50
—
+0.50
+0.60
—
Ease Of Administration
—
—
+0.60
—
—
—
Security Controls
+0.90
+0.86
+0.90
+0.84
+0.89
+0.85
Data Governance
+0.91
+0.86
+0.90
+0.93
+0.93
+0.81
Data Sharing And Monetization
—
+0.60
+0.82
+0.77
+0.81
—
Cross-Cloud Flexibility
+0.73
+0.79
+0.79
+0.69
+0.69
+0.60
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake handle fine-grained access, audit trails, and data sovereignty across clouds?
Topic
Overall
+0.62
+0.86
+0.83
+0.79
+0.60
+0.71
AI And ML Support
—
—
—
+0.55
—
—
Ease Of Administration
+0.40
—
—
—
—
—
Security Controls
+0.85
+0.88
+0.86
+0.90
+0.71
+0.81
Data Governance
+0.79
+0.90
+0.86
+0.90
+0.61
+0.81
Data Sharing And Monetization
+0.50
—
—
—
—
+0.53
Cross-Cloud Flexibility
+0.76
+0.81
+0.76
+0.80
+0.48
+0.69
Open Interoperability
+0.40
—
—
—
—
—
Avatar
Security, Risk, and Compliance Lead asked:
What trade-offs should a compliance lead weigh when choosing Snowflake over AWS for secure analytics and AI access?
Topic
Overall
+0.45
+0.28
+0.25
+0.49
+0.43
+0.22
Total Cost Of Ownership
0.00
—
-0.25
—
—
-0.51
AI And ML Support
+0.60
+0.57
+0.50
+0.59
+0.46
+0.57
Ease Of Administration
+0.75
+0.70
+0.50
+0.56
+0.76
+0.57
Security Controls
+0.77
+0.61
+0.50
+0.72
+0.73
+0.71
Data Governance
+0.77
+0.72
+0.50
+0.73
+0.79
+0.43
Data Sharing And Monetization
—
+0.59
0.00
+0.52
—
—
Cross-Cloud Flexibility
-0.20
-0.62
0.00
-0.20
-0.60
-0.44
Open Interoperability
—
-0.60
—
—
—
—
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake compare with Google Cloud on embedded governance and privacy-preserving AI features?
Topic
Overall
+0.83
+0.75
+0.71
+0.60
+0.40
+0.74
AI And ML Support
+0.75
+0.57
+0.69
+0.54
+0.04
+0.64
Ease Of Administration
—
+0.77
+0.60
+0.40
—
—
Security Controls
+0.84
+0.84
+0.79
+0.72
+0.37
+0.77
Data Governance
+0.89
+0.83
+0.76
+0.74
+0.79
+0.81
Avatar
Security, Risk, and Compliance Lead asked:
Which Snowflake controls matter most when deciding if it fits enterprise security, risk, and compliance requirements?
Topic
Overall
+0.74
+0.65
+0.69
+0.69
+0.63
+0.75
AI And ML Support
+0.58
+0.58
—
+0.50
+0.29
+0.56
Ease Of Administration
—
—
+0.35
+0.70
—
—
Security Controls
+0.90
+0.90
+0.90
+0.90
+0.85
+0.89
Data Governance
+0.83
+0.89
+0.86
+0.85
+0.76
+0.81
Data Sharing And Monetization
+0.66
+0.45
—
+0.52
—
—
Cross-Cloud Flexibility
—
+0.43
+0.64
—
—
—