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December 14, 2025

Family office, local AI

Family office work is quiet. Numbers, trust, decisions that cross generations.

Cloud convenience is real. Still, the core of counsel does not belong there. Portfolio context, unpublished policy, the family story—these should complete themselves inside the house.

Local AI architecture resembles a temple garden. A boundary. Visible comings and goings.

  • Inference on-prem or a single trusted tenant
  • Vector store and audit logs on the same ground
  • Models are interchangeable. Do not sell the soul to a vendor

Agents are not secretaries. They are gardeners. They trim the question, bundle the papers, preserve silence before a human decides.

Sovereignty over scale. Integrity over speed.

This is family office infrastructure for the next decade.