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Access to AI is not yet operational use
Why giving people an AI chat interface does not by itself change how an organisation works, remembers, or decides.
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Authority has to be clear before AI can act
Why action readiness depends on knowing which source, rule, and person can authorise a consequential step.
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Automation requests often begin with the output
Why a requested output is only the visible edge of the judgement, evidence, exceptions, and ownership that make automation work.
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Individual assistance does not create organisational memory
Why useful personal AI interactions disappear unless evidence, decisions, and commitments return to a shared operating system.
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