Data collection in regard to human trafficking is difficult to obtain because of the limited visibility of operational information. The accessibility of tangible evidence is minimal unless proof of intent is substantially provided. However, with the introduction of the digital age, technological innovation has been subservient regarding the progressive implementation of combative systems. Technology is considered to be a vital component to human trafficking detection that occurs online, which introduces the globalization of human trafficking that coincides with business expansion across international markets. Analytic tools are utilized to identify trends in fraudulent recruitment, mapping complex supply chains for forced labor, and to detect the emergence of human trafficking schemes (Department of State, 2024). These tools provide assistance with source integration that is necessary for identification and investigative progress. The diversification of stakeholders that use technical applications to assess analytics focuses on the enhancement of data collection. Understanding what social platforms perpetrators frequent allows for the distribution of collaborative efforts and integrative solutions. Observational approaches internally and externally are needed to provide collective insight that is applicable to the configuration of susceptibility that is economically fluid