Commercial real estate investment analysis is time-consuming and judgment based. In traditional CRE analysis, all the data is sourced, cleansed and interpreted manually for each deal. Comparative analysis is incomplete, as data is often sparse, leading to subjective, biased decisions. Non-traditional data, such as social referencing, mobility and key local factors, is rarely taken into account. Valuable historic deal pipeline and existing portfolio insights get ignored or lost in the email chains. Only a fraction of potential data is used, limiting risk analysis depth and quality.