In the contemporary context, approximately 15 million individuals in India grapple with bone-related issues stemming from accidents, fractures, bone mass depletion, and the natural aging process. To address this challenge, a diverse array of biomaterials has been innovated to rectify or enhance bone deficiencies within the human body. Nevertheless, over the past decade, calcium phosphate-based bioceramic materials have gained significant prominence as synthetic alternatives for bone and dental applications in the fields of orthopaedics and dentistry. One such bioactive ceramic, Hydroxyapatite (HAp), boasts exceptional versatility and can find utility in both dental and orthopaedic contexts. In the current research, exhaustive research was conducted to explore the impact of HAp/(ZrO2+TiO2) hybrid nano-composites synthesized through a mechanical synthesis process employing high-energy ball milling (HEBM), incorporating varying weight proportions. The resulting “HAp/(ZrO2+TiO2) nano-composites” were subjected to characterization through scanning electron microscopy combined with energy-dispersive X-ray spectroscopy (SEM-EDX) and X-ray diffraction (XRD). Furthermore, the study assessed the influence of these nano-composites regarding the HAp nano-composites’ mechanical characteristics.