Our team unites experts from diverse fields, such as psychology, educational sciences, and computer science, to develop and implement a hybrid human-AI approach that enhances self-regulated learning in K-12 digital education. This multidisciplinary collaboration is crucial for creating a novel model that adaptively engages learners, empowering them to take control of their educational journey through concepts like co-regulation and shared regulation.