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Building AI builders: Playbook for closing the AI knowledge-capability gap

Amazon Web Services Alicia Retzlaff

A six-week structured program helped business professionals who use AI daily but do not code build working multi-agent AI prototypes instead of only discussing them.

Why it matters

The biggest barrier to AI adoption isn't awareness. It's the gap between talking about AI and building with it. Here's the playbook we used to turn non-technical, customer-facing professionals into confident AI builders in six weeks, and how your organization can replicate it.

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