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Hadox Research Labs
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Overview
The PILARES network is a complex, high-throughput community program with hundreds of sites and a wide range of activities. The challenge is not “more data”, but converting messy operational records into a decision-ready system that can answer both strategic and operational questions.
What we delivered
- A graph data model connecting people, activities, sites, and participation patterns
- A set of decision-ready queries (from high-level participation averages to specific cohort behaviors)
- A technical foundation for continuous analysis (efficiency, utilization, and program design signals)
Why it matters
Graph-native modeling makes it possible to detect patterns and communities that are hard to see with flat tables. This supports better program strategy, better resource allocation, and a stronger ability to evaluate what actually works at scale.