This paper aims to assess the suitability and feasibility of a project for Agile development by evaluating its maturity level based on Key Performance Indicators (KPI). The KPIs will be weighted empirically to determine the feasibility of the project for Agile development. It aims to determine if Agile methodologies can effectively manage change and deliver results quickly, as is often claimed in the IT industry.