Effective technology management depends mostly on the emphasis laid by the organization on learning at all levels. This paper based on several case studies and empirical analysis of over 200 organizations describes the organizational issues involved in successful technological transformation. Flexibility , planning, emphasis , on training and development and unique experiments such as gang-planks(gatekeepers) facilitate technological innovation.