The process is initiated by mesenchymal stem cells that cluster together and differentiate into osteoblasts. This differentiation is often triggered by various signaling molecules and transcription factors, such as Bone Morphogenetic Proteins (BMPs) and Runx2. These factors stimulate the mesenchymal cells to commit to the osteogenic lineage, essential for bone formation.