The Insight Generator: Driving Results in Residential Behavioral Health

Authors

  • Ms. Unipan Chief Development and Communications Officer, Gemma Services
  • Dr. Gay President and CEO, Gemma Services
  • Ms. Ryan Director of Special Projects, Gemma Services

Keywords:

Decision Support, Behavioral Health, Residential Treatment, Equity, Innovation, Impact, Precision Analytics, Data-driven Insights

Abstract

Gemma Services, a Philadelphia-area-based nonprofit providing behavioral health and educational services for youth and families, has developed and implemented an AI-powered decision support tool, which they are calling “the Insight Generator,” to improve outcomes for youth participating in psychiatric residential treatment. A similar tool has also been developed and is in the earlier stages of implementation in Gemma’s Outpatient Mental Health Program.

The Insight Generator tool analyzes data on children’s treatment and outcomes. It presents actionable treatment recommendations for staff, supports real-time progress tracking, and drives improvements in service delivery. Gemma conducted a rigorous evaluation of the tool in partnership with a university and confirmed its impact on reducing children’s length of stay in residential care and decreasing the acuity of their symptoms. Additionally, Gemma has found that the program team is more cohesive and aligned in their approach to each child’s care because of this tool. Barriers to implementing the tool in Gemma’s program included the accuracy of children’s self-report assessments and challenges with ongoing staff training and support in using the tool. Gemma has addressed these barriers through regular staff training and adding other data to be analyzed by the tool.

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Published

2025-12-11

How to Cite

Unipan, MSW, CFRE, L., Gay, Ph.D., K. E., & Ryan, LCSW, K. (2025). The Insight Generator: Driving Results in Residential Behavioral Health. Social Innovations Journal, 34. Retrieved from https://socialinnovationsjournal.com/index.php/sij/article/view/11185

Issue

Vol. 34 (2025): Innovations and Models of Care in Health and Human Services: Advancing Care, Systems, and Policy for Complex Needs

Section

Therapeutic, Clinical, and Technological Innovations for Special Needs Populations

Categories

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Copyright (c) 2025 Ms. Unipan, Dr. Gay, Ms. Ryan (Author)

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