This paper presents an overview of the system VILNIUS, its design goals and general architecture along with some brief remarks on the experience of work with the system. VILNIUS is both an application shell and program development environment. It is used to create intelligent applications and to combine several different applications into one application system. The intended primary application domain is the planning and scheduling of large research and development projects.