Mimicking hybrid extracellular matrix is one of the major challenges in bone tissue engineering. Biocomposite micro/nanoparticle of polycaprolactone (PCL), silk fibroin (SF), ascorbic acid (AA) and dexamethasone (DM) were fabricated by the electrospraying methods in order to generate an improved osteogenic environment for the proliferation and differentiation of adipose derived stem cells (ADSCs) into osteogenesis. Fabricated electrosprayed micro/nanoparticle was characterized for particle morphology, hydrophilicity, porosity and FTIR analysis for bone tissue regeneration. FESEM micrographs of the nanoparticles revealed porous, fibreless, uniform particles with particle diameter in the range of 720 ± 1.8 nm -3.5 ± 4.2 µm. The drug release profile indicates that the sustained release of dexamethasone up to 10 days and degradation of nanoparticles around 13-20% after 60 days. ADSCs were cultured on these nanoparticles and were induced to undergo osteogenic differentiation in the presence of AA/DM. The cells morphology, proliferation and interaction were analysed by CMFDA dye extraction method, MTS assay and FESEM analysis respectively.ADSCs differentiation into osteogenesis was confirmed using alkaline phosphatase activity and mineralisation by Alizarin Red staining. The significance of AA and DM biomolecules initiates particular biological functions for the proliferation of ADSCs and differentiation into osteogenic lineages. The obtained results proved that the biocomposite PCL/SF/AA/DM micro/nanoparticle stimulated osteogenic differentiation and mineralisation of ADSCs for bone tissue regeneration. regeneration for subsequent implantation into the defective site of the host tissues. To facilitate the proliferation, high surface area and interconnected porous structures are important for the regeneration of the diseased tissues. Electrospray of DM loaded particles approach for bone tissue engineering applications by incorporating SF and AA with PCL particles to improve the favorable situation for ADSCs differentiation into osteogenesis and increased secretion of mineralization for bone formation. Therapeutic potentials of ADSCs cultured on PCL/SF/AA/DM composite particles hold great potential for cellular activities ranging from cell adhesion, migration, proliferation, differentiation, and mineralization for the treatment of bone defects in bone tissue engineering.