01incubation
Trellis Platform
arusThe nonprofit operating system — middleware that wires disconnected tools into a unified data layer, then adds AI/ML intelligence on top
Integration MiddlewareAI/MLData Pipelines
Every project starts as a proposal — researched, scoped, and ready for conversation. As partnerships form, projects move to incubation and active deployment.
The nonprofit operating system — middleware that wires disconnected tools into a unified data layer, then adds AI/ML intelligence on top
Internal digital transformation for the Alliance team, plus a network-wide data intelligence service that turns 175+ partner organizations into a connected knowledge layer
Entity resolution, CV geolocation, and multilingual monitoring pipelines for open-source investigations
Portfolio intelligence, accelerator pipeline AI, and ecosystem analytics for the leading tech nonprofit accelerator
Scaling threat intelligence, volunteer matching, and cyber-resilience tooling from 240 NGOs to 10,000
Automated violation monitoring, Press Freedom Index pipeline acceleration, and JTI certification tooling for the world's leading press freedom organization
Automated content ingestion, NLP classification, and evidence archival replacing manual monitoring workflows
Flood prediction pipelines, geospatial analytics, and humanitarian data infrastructure for climate-vulnerable communities
License detection crawlers, commons health analytics, and AI training data transparency tools for the open knowledge ecosystem
Program outcome tracking, cross-pillar impact analytics, and policy monitoring for criminal justice and climate justice coalitions
Automated dark pattern detection, platform policy monitoring, and COPPA compliance scanning for children's digital rights advocacy