Vanna
Vanna is an AI-powered business intelligence assistant for querying databases like Snowflake and BigQuery using natural language, enhancing analytics capabilities with AI-driven insights.
Independent assessment across data handling, compliance, security and transparency.
Risk factors
3- Queries databases which may contain sensitive business data.
- Cloud-based with potential third-party data access.
- No explicit opt-out for training on user queries.
Recommendations
4- Restrict database permissions to read-only, least-privilege roles
- Never connect production databases containing PII or financial records without audit logging
- Request SOC 2 Type II before enterprise deployment
- Evaluate self-hosted deployment option to keep queries on-premises
Data handling
- Storage
- Cloud SaaS; database credentials and query results processed externally
- Retention
- Not publicly documented
- Training on inputs
- Query history may be used for model training
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