The paper considers the principles of building next-generation intelligent computer systems, as well as the principles of building a comprehensive technology for their development and life cycle support - OSTIS Technology. Semantic compatibility and interoperability are highlighted as the key properties of the next-generation intelligent systems. The paper considers an approach to providing these properties, realized within the framework of OSTIS Technology