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
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
Research intelligence engine, testimony preparation tools, and policy signal monitoring for a fast-growing tech policy institution publishing 300+ papers a year
Scaling threat intelligence, volunteer matching, and cyber-resilience tooling from 240 NGOs to 10,000
Portfolio intelligence and shared AI tools for 53 local newsrooms — revenue analytics, civic data pipelines, and investment optimization
Automated violation monitoring, Press Freedom Index pipeline acceleration, and JTI certification tooling for the world's leading press freedom organization
Grant portfolio analytics, AI policy monitoring, and due diligence tooling for the organization at the center of AI safety advocacy
Grant portfolio analytics, grantee outcome tracking, and field intelligence tools for a quantitative funder deploying $25M+ annually
Compliance monitoring, crisis response automation, and emerging tech threat assessment for a global coalition against terrorist content online
Unified research data pipelines, portfolio outcome tracking, and AI safety evaluation for a youth mental health innovation lab and impact investor
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
NLP-powered Govbase automation, deliberation analysis pipelines, and governance health analytics for the digital governance research ecosystem
License detection crawlers, commons health analytics, and AI training data transparency tools for the open knowledge ecosystem
Entrepreneur outcome tracking, broadband impact analytics, and AI workforce tools for America's heartland communities
Policy recommendation tracking, ransomware incident analysis, and threat report synthesis for the leading security policy convener
Internet shutdown detection, multilingual content analysis, and digital rights monitoring across Southeast Asia
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