For more than ten years, Quantifind’s data analytics platform has empowered governments and Fortune 50 companies to extract valuable insights from a wide variety of public data sources. The platform’s effectiveness lies in its integration of scientific principles with design aesthetics, marrying machine learning advancements with user-friendly, comprehensive web applications and APIs. Currently, Graphyte is instrumental in addressing financial crime risks, boasting accuracy and features that enhance the efficiency of Anti-Money Laundering (AML) investigations by 40% or more. It incorporates diverse data points, including corporate information, law enforcement records, regulatory details, registrations, leaks, Politically Exposed Persons (PEPs), sanctions, enforcement actions, restricted lists, and social media. The technology developed by Quantifind is utilized throughout the investigative workflow, optimizing each phase of the process for better efficiency. Additionally, a robust web application designed with a consumer-grade user experience allows investigators to quickly locate the information they need, significantly streamlining the investigative efforts. This innovative approach not only saves time but also enhances the overall quality of investigations.