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About Kieran’s Substack - The AI Marketing GeneralistWhy democratising AI made your teams slower, and the operating model that fixes it.
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Kieran’s Substack - The AI Marketing Generalist · Kieran Flanagan
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About Kieran’s Substack - The AI Marketing GeneralistWhy democratising AI made your teams slower, and the operating model that fixes it.
This is a limited feed-provided excerpt, not the full original work.
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Giving every team access to AI can create more tools, duplicated workflows and coordination overhead rather than greater speed. Treat AI adoption as an operating-model decision: define priority use cases, ownership and shared workflows before expanding access.
Without clear ownership and standards, AI experimentation can add complexity faster than it adds leverage. A deliberate operating model turns scattered usage into repeatable organizational capability.
Audit your team’s AI use: which tools and workflows are duplicated, who owns each priority use case, and what should be standardized or retired this quarter?
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