Software built so the promises hold.
Platforms, data systems, surveys, dashboards, and the trust machinery underneath them. We engineer the protections in — so what a community is promised isn't a policy page, it's a property of the system.
What we build
Platforms & products
Full-stack web applications and data platforms, from intake to dashboard.
Data platforms & systems
Multi-channel collection, aggregate-first storage, pipelines, geospatial mapping, surveys, analytics, and reproducible scoring.
Trust & governance layers
Suppression thresholds, audit trails, role-based access, consent and withdrawal — enforced at the data layer, not by convention.
Service & workflow design
Plain-language, multilingual, low-bandwidth-first experiences that meet people where they are.
Infrastructure & integration
Secure, deliberately boring architecture; integrations that don't quietly import obligations a system can't honor.
AI, where it earns its place
Theme and sentiment analysis, decision support — built behind hard constraints, never to profile a person.
Reproducible like a financial close.
Versioned, auditable, reconstructable. Anyone can ask "why is this number what it is?" and get an exact answer — down to the dataset version and the line of scoring code.
- Aggregate by default; identify never.
- Reproducible, versioned, auditable.
- Misuse made expensive and visible.