Bone is the most common site of breast and lung cancer metastasis. Bone metastases are typically incurable and encompass severe morbidities, including pain, bone destruction, hypercalcemia and fractures. Bone stromal cells are reprogrammed by secreted factors from cancer cells, and their dynamic plasticity is a driving force in enabling metastatic relapse through modulation of the immune cells in the bone microenvironment. We characterize the bone metastatic microenvironment in breast and lung cancer, focusing on functional and spatial aspects of stromal and immune cell interactions.