This article discusses the impacts of complex and uncertain environments in project planning, including difficulties and intricacy in effectively executing a project, high degree of project failure, possible resource wastage, and life-threatening incidences in some projects. It also explores the major sources of complexity and uncertainty in projects, both internal and external, and the key principles in addressing complexity in planning processes.