One of the challenges of Enterprise Architecture (EA) in large companies is organizing processes of baseline EA development and change management under conditions of steady change that are introduced mostly by implemented and changed IT solutions. The research paper describes a new approach of developing and keeping relevant baseline EA models on the basis of Solution Architecture models integration.