It is being recognized more than ever before that the Quality is the Sharpest Weapon to survive, compete and prosper. It calls for eternal endeavour of alternating sequences of activities for control and break through. This virtually implies imbibing Quality Culture by all and sundry in the organization. Efforts need to be focused on analysis of true, adequate and relevant data to be efficiently effective. This in turn requires scientific bent of mind, may we call it a Statistical Culture. Statistics is a science is search of truth. It is a science that serves all other sciences and is master of none. It is a key technology consisting of preparing a problem bank, prioritising these, collecting relevant right amount of data, analyzing these and making recommendations, implementing these, stabilizing control and repeating the cycle to achieve the goal of being a leader, through continuous improvement both evolutionary and revolutionary.