Kieran’s Substack - The AI Marketing Generalist · Kieran Flanagan
articleplaybookThe Great AI Sprawl
17 July 2026Growth
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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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Apollo layer
What a founder can learn
Founder takeaway
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.
Why it matters
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.
Relevant guides
Put it to work
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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