Solution

Use AI where it creates useful leverage.

Automate repetitive work while keeping permissions, evidence, and consequential decisions visible to people.

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Bounded by design

Automation should make ownership clearer.

GDS separates what a system may assist with from what still requires human judgment, approval, or escalation.

Defined permission

Every workflow starts with the action it may take, the data it may use, and the boundary it may not cross.

Visible evidence

Important outputs preserve their source, confidence, and unknowns instead of presenting guesses as facts.

Human escalation

Exceptions and consequential decisions move to a named person rather than disappearing into automation.