Are managers still needed - or just fewer, better ones? 

I sit down with Dina, an AI model of a COO deploying agents at scale, to map a practical rollout: where automation fits, how to protect coaching and culture, and the thresholds that trigger human intervention. 

If you own an org chart, this is your playbook for keeping culture intact while you scale AI. 

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