Data Residency — Region‑Locked AI Training Patterns

Pre‑launch preview. Projected launch: 2026.

Federated orchestration; egress minimization.

We keep raw data immobile: streaming feature extraction, encrypted parameter exchange, and region‑scoped object stores. For multi‑node runs, we employ gradient compression + secure aggregation so only model deltas traverse internal fabrics—never underlying sensitive records.

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