Staging environment
Digital asset

The GenAI Engagement Pyramid

Leslie Grandy

Leslie Grandy

First-to-market product exec; Author

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Most professionals are stuck at the bottom of the AI engagement pyramid—and they don't even know it exists. Moving up this pyramid requires both technical skills AND critical thinking development. You need to know not just HOW to use AI, but WHEN to trust it, WHERE it falls short, and WHY human judgment remains essential.Most organizations are focused on Level 1-2 training. The competitive advantage goes to those building capabilities at Levels 4-6.

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