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Data privacy
DataPilot defaults to deterministic local analysis. Gemini is optional and receives a bounded metadata package rather than the full dataset: schema, aggregates, target candidates, quality signals, and a small redacted sample. Users can exclude columns, and likely PII columns are removed automatically.
Production operators must define dataset retention, deletion SLAs, tenant isolation, regional processing, encryption, access logging, data-subject request handling, and subprocessors. API keys and database credentials belong in a secret manager and must never enter exports or logs.