ZMQ’s last-mile digital transformation is grounded in data justice and community ownership, integrating its T4D framework with C4D behavior-change tools and a progressive innovation model to deliver programs that are impactful, transparent and measurable. Leveraging artificial intelligence and decades of grassroots data, ZMQ generates predictive insights and informed decision-making that improve outcomes and drive sustainable change.