Bone tissue engineering (BTE) has become a transformative approach to addressing challenges in bone repair and regeneration. This field relies heavily on the design and optimization of biomaterials to support cellular functions and facilitate tissue formation. This field includes the development of advanced biomaterials and scaffolds tailored to mimic the structural and functional characteristics of natural bone. Techniques such as 3D printing, electrospinning, and surface modification are employed to fabricate scaffolds with controlled porosity, mechanical strength, and bioactivity. These scaffolds are designed to promote osteogenesis, enhance vascularization, and provide a conducive environment for cell attachment, proliferation, and differentiation. A critical aspect of BTE is understanding cellular migration within these scaffolds, as it plays a pivotal role in tissue formation and integration. This research investigates the influence of scaffold architecture, material composition, and surface properties on cell migration and tissue regeneration. By employing advanced imaging and analytical techniques, the migration patterns of osteoblasts, stem cells, and other relevant cell types are characterized in response to various material designs. The results of this investigation offer significant understanding of how scaffold characteristics and cellular behaviour interact, aiding in the creation of long-lasting and efficient bone healing therapies. This work not only advances the understanding of biomaterial design but also paves the way for innovative strategies in regenerative medicine.