Using a series of co‐culture, conditioned media, human cancer spheroid, and organ‐on‐a‐chip experiments, this study reveals that osteocytes suppress cancer cell proliferation and increase migration via tumor necrosis factor alpha (TNF‐α) secretion. Here, TNF is linked to cancer.