Artificial Intelligence (AI) is nowadays broadly used to solve marketing, sales, healthcare etc. use cases in more efficient ways. But how can we use AI for Software Engineering (SE) Processes like Requirements and Technical Design Management? We will review different approaches and tools how this can be done, as well as standard methodologies and industry best practices. As a result of this report, you will get practical guidelines on technical documentation management principles to become one step closer to the new era of AI for SE.