Human trafficking remains widely under-identified despite increased awareness, revealing critical gaps across frontline interactions and systemic responses. This session introduces a dual-framework approach that integrates micro-level identification practices with macro-level systems change to significantly increase identification rates. The presenters argue that identification failures are not solely due to lack of awareness, but rather misalignment between survivor realities and institutional processes. Drawing from national program implementation and survivor-informed leadership, the session outlines how micro responses—such as relational engagement, language shifts, environmental safety cues, and trust-building strategies—directly impact disclosure and recognition. At the macro level, the session explores how policies, interagency coordination, data systems, and training models either enable or inhibit identification. Attendees will be introduced to a scalable framework that aligns frontline practice with systemic infrastructure, ensuring consistency across sectors including law enforcement, healthcare, child welfare, and community-based organizations. The survivor co-presenter will provide lived experience insight into missed opportunities for identification and highlight what effective engagement looks like in practice. Together, the presenters will demonstrate how integrating survivor voice into program design leads to measurable improvements in identification outcomes. The session concludes with actionable recommendations for organizations seeking to strengthen identification pipelines, emphasizing the necessity of bridging micro interactions with macro strategy to create sustainable, survivor-centered systems.
Trigger Warning: This presentation contains information (written, spoken, or visual) that may be triggering or (re)traumatizing to attendees.
Kathleen Arnold is a trauma-informed systems leader specializing in human trafficking response, survivor care models, and national coordination of services. With experience in juvenile justice and residential programming, she develops scalable frameworks that improve identification, placement, and long-term outcomes for survivors across diverse service systems.
Lindsey Gray brings a multidisciplinary background spanning peer support, mental health, maximum security inpatient facilities, residential safe housing, 911 operations, human trafficking investigations, youth program development, and behavioral analysis. As a survivor leader, she integrates lived experience with professional expertise to inform identification, engagement, and system-level responses.