ACF Announces $6 Million for States to Pilot Predictive Analytics in Child Welfare

The Administration for Children and Families (ACF) announced $6 million in funding for states to pilot the use of predictive analytics in child welfare programs. The initiative is intended to help child welfare agencies explore how data and technology can support earlier identification of family needs, improve service coordination, and strengthen decision-making processes. For Temporary Assistance for Needy Families (TANF) practitioners, this announcement highlights the growing role data tools may play in supporting families across human services systems. TANF programs may find this resource useful as they consider how data-sharing partnerships, early intervention strategies, and cross-system collaboration can help better identify family needs and connect participants to supportive services before challenges escalate.