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Ideas about governed retrieval, compliance-native AI, and audit-ready infrastructure.

Notes and essays for teams deploying AI into regulated environments. Katara publishes for the two audiences that need to trust governed AI first: technical teams that build it and compliance teams that must prove it is controlled.

Expected cadence: two practical articles per month, alternating between infrastructure guidance for CTOs and audit-readiness guidance for CISOs, DPOs, and compliance teams.