As global attention grows on trusted data circulation and the market value of data elements, more countries are encouraging innovation in secure data usage technologies. Confidential computing is a key technology addressing data security in use. However, the industry currently faces fragmented technical approaches and varying interpretations of confidential computing. The diversity of architectures and complexity of technologies urgently require collaboration among industry, academia, and end-users to build a confidential computing application ecosystem.