The lack of results from GenAI and proposals from IT has ended the phase of simply distributing chat tools and tracking usage. The goal is now to deliver specialized AI applications to solve specific business challenges. We present concrete steps for IT to shed the cost center label and exceed expectations by making the IT team AI-native to boost proposals and establishing true data readiness for accuracy and safety. Learn to build a robust data supply chain, integrating infrastructure, governance and operations, and convert it into sustainable corporate competitiveness.