01MCP-Native Discovery: Agents immediately discover your entire data catalog and schemas.
02Run Python, Not Prompts: Securely process data in native OS sandboxes or ephemeral MicroVMs.
03Zero-Copy Federation: Query diverse sources simultaneously (Postgres, S3, REST, gRPC) with Pushdown optimization.
04Read-Only by Default: Enforces strict read-only access, dynamic Row-Level Security (RLS), and PII masking.
05Python Native: Offers zero-copy integration with Pandas and Polars via PyO3 for high-performance data access.
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