At its core, real estate is a numbers and data game. Conventional analysis fails to encapsulate the immense amount of factors required to distinguish between exceptional investment opportunities and ones that just appear that way on a one-dimensional excel sheet. To remain competitive in an uncertain market, its imperative that investors integrate best-in-class technology in order to understand the entire investment picture in a way that human analysis will never match
Most comprehensive data set in the industry
Skyline AI mines, synthesizes, and utilizes the most comprehensive data set in the industry: Live, daily sampling of 130 sources, analyzing 10,000 different attributes going back up to 50 years on every multi-family property in the US .
Data fusion and cross validation
All gathered data then goes into the data fusion phase - powered by natural language processing (NLP) and a high performance data infrastructure - to match and unify data sets, compiling the largest “data lake” in the industry. The data is then de-noised and cross-validated to enable a precision that beats industry standards by a magnitude of 6X.
Ensemble of machine learning models
The data is then inserted into the Skyline AI combined architecture of supervised and unsupervised machine learning models. By analyzing otherwise overlooked attributes and conducting multi-dimensional comparisons between seemingly unrelated assets across the US, Skyline AI achieves depth, speed and accuracy in investment decisions that exceed human ability. To date, Skyline AI has a 94% average success rate in predicting overall deal profitability, and is improving daily.
Turning real estate investment into science
This contextual analysis process enables unparalleled prediction, bringing precision to the investment process like never before. Nationwide predictions of prices, rents, effects of renovation, market anomalies, identification of emerging areas, and broader trends form a complete market picture. This enables Skyline AI to scientifically preselect exceptional deals, avoid pitfalls and unnecessary mistakes to outperform industry benchmarks.