Alfredo Real Estate Analytics is a Portuguese startup founded in 2018 with the goal of organizing the Real Estate market using Artificial Intelligence and Big Data. Gathering property data from multiple public sources, we developed a Machine Learning algorithm that allows any Real Estate stakeholder to perform AI-powered appraisals of any kind of property in the Portuguese market. This appraisal shows the user a price interval of where the property should be priced as well as a statistical report with detailed information on the local market considered.