As organizations embrace the rise of generative AI, IT leaders must learn from the mistakes of the past and strategically build their AI strategies to prioritize security, governance, and cost efficiencies. Lessons from the cloud computing era can help organizations avoid the pitfalls of Shadow AI and ensure long-term success.