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The approach in six slides

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AI-native systems fail on governance and determinism, not on models.

The models are commodity. What decides whether a Finance AI transformation project reaches production is where the deterministic boundary sits, whose permissions the system acts under, and whether an answer can be traced back to a source. This deck is that approach in six slides.

Trust

Provenance on every answer

Control

Inherited permissions, versioned rules

Durability

Patterns and tests, not one-off demos