Angel Ramirez @ar4mirez.substack.com · Jun 17

88% of enterprises use AI. Around 10% have scaled agents to production. That 78-point gap points to ownership. Who owns the agent at 2am? Who explains it to an auditor? Who rolls it back? Start there before choosing the model. Source: McKinsey, State of AI 2025.

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