913 programs documented. 91 evidence records. 26 outcomes tracked. Across 8 Australian states. This is ALMA—the intelligence system that ensures revenue flows to communities, not extractive researchers.
Adaptive Learning & Measurement Architecture. Not a product. A practiced method for valuing Indigenous and community knowledge while ensuring those knowledge holders control access and benefit from its use.
Dive into the data. See the evidence. Access the sources.
Real-time sentiment tracking, topic analysis, and source validation across 37+ articles
Browse 913 documented programs with outcomes, costs, and community leadership data
Compare intervention effectiveness, cost analysis, and community control models
Interactive scrollytelling journey through the data revealing what community control really means
Queensland has Australia's most comprehensive youth justice program documentation (39 interventions), yet recent legislation emphasizes detention over diversion. This creates tension between evidence-based practice and political directives.
ALMA now covers 7 of 8 Australian jurisdictions with comprehensive intervention data. Community Controlled sources represent 23% of documented programs, ensuring Indigenous voices lead the intelligence.
Programs focusing on diversion and community-led approaches consistently show higher Community Authority scores (weighted at 30% in portfolio analysis). These programs are ready for scaling and replication.
All Community Controlled content now requires cultural authority attribution. Revenue sharing mechanisms active. 10% grant citation fees flowing to communities whose knowledge informed successful applications.