Artificial Intelligence (AI) plays the role of empowering the lives of individuals with diverse needs through the mechanism of Responsible AI (RAI). Assistive Technology & Inclusivity is the key to embracing the positive implications in technology and advancements. This paper focuses on analysing the various mechanisms in the domain of RAI for the disadvantaged individuals with selective disabilities, making them use their abilities to grow and rejuvenate their lives. The opportunities through the advent of technology and more specifically through Responsible AI are much more than the challenges that take a step back in terms of ethical concerns, affordability and accessibility. The paper provides a broad outlook to ways of inclusion and assistive technology which enhances and empowers livelihoods of people with disability and caps on their abilities for them to lead a better life. The paper also highlights the challenges faced by organisations and individuals in implementations and acceptance as dependence on assistive tools should be limited by need and necessity and not by compulsion. In conclusion, the paper offers valuable insights for disadvantaged individuals who are the prominent end users of this framework and for developers and researchers to overcome hindrances in successful ways of implementing RAI for empowerment through assistive technology and inclusivity