We aim to empower secondary school teachers to deliver high-quality problem- and project-based learning (PBL) by integrating Generative AI (GenAI) tools, reducing their workload while enhancing student engagement and learning outcomes. By developing resources and training, we will build educators' capacity to use GenAI in PBL management and creation, foster sustainability through peer learning, and promote widespread adoption of best practices in AI-supported PBL.