Imagine you are standing at the edge of a serene lake and holding a handful of stones and knowingly or otherwise, you throw a small pebble into the water, what will happen? It disrupts the serene balance of water flow causing ripples to radiate outwardly. Secondly, when tossing a larger stone, the effect would definitely tantamount disruption to natural flow! The yielding force disturbs water; yielding to the greater force, and thus eventually creating broader and more pronounced waves. In last few decades, newer technology and industrial progress impacted old technological game players who vanished from the marketplace as they were unable to cope up with ever increasing demands of the market and customers. These disparagingly effective ways to grasp the market with technology prowess have changed the lifestyle - beginning from old fashioned TV to Mobile, iPads and others. The emphatic innovative ideas and acceptance of new technology has benefited from the use of disruptive techniques for betterment of human life - like use of IoT, Block Chain, Supply Chain Management, Online Payments gateway, ChatGPT engine and AI domains applications with smart cars on the road with less driving fatigue. The focused case study enumerates balanced and rational views using disruption innovation and sustainability. The novelty is thus quintessential in its innovations and disruption and so the use of the mind blogging technology prowess. Various issues and concerns are put forward in tabular format to broaden respective merits and limitations and also where the prediction using disruption innovation shall lead to.