AI Query
AI Query generates SQL queries from natural language prompts using AI models like OpenAI GPT and Google PaLM 2, supporting multiple database engines.
Independent assessment across data handling, compliance, security and transparency.
Risk factors
3- Cloud-based service with third-party data handling
- Potential exposure of sensitive database queries
- No clear opt-out for training on user data
Recommendations
4- Never connect to production databases; use read-only replicas or sandboxes
- Review OpenAI and Google PaLM data handling policies for schema data
- Implement SQL query review step before execution in any environment
- Confirm schema data is not retained or used for AI training
Data handling
- Storage
- Schema and queries routed to OpenAI/Google APIs; processed in their infrastructure
- Retention
- Depends on OpenAI/Google API terms
- Training on inputs
- Risk of schema data used in API provider training
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