This study uses qualitative case study methods to explore how educators establish system-wide continuous improvement capabilities and coherence for implementation, taking into consideration the local contexts. Educators use two bridging approaches to crafting coherence: weaving and stacking. The study contributes to understanding how leaders create shared meaning and practice in complex and dynamic educational systems. The implications for both research and practice are discussed.