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Introduction

The world's leading organizations have invested millions in developing comprehensive frameworks to prepare their teams for the AI era. This curated resource brings together the exact playbooks, frameworks, and tools used by Fortune 500 companies to reskill their workforce and ramp up for generative AI.

Each framework below includes original sources for deeper dives, links to source materials, and key takeaways you can implement immediately.

How to Use This Resource Guide

Quick Reference: Key Statistics

1. IBM's 2025 Skills Map


2. OpenAI's Enterprise Adoption Playbook

3. AWS's AI Training Framework


4. BCG's AI Transformation Guide


5. Accenture's Generative AI Rollout Model


6. Bessemer Venture Partners' Executive Guide to Re-Skilling