We design how an organization operates, then build what that takes: platforms, dashboards, playbooks, and the project management to hold it together.
Six offerings built around the most common failure modes we identified in our research — each designed to deliver measurable outcomes within a defined timeframe. Explore the full services overview.
Applied where it removes real work, not because it's AI.
We set direction, then build the roadmap to get there.
We map how your organization actually runs, then design the systems it needs to run better.
Working software, not specifications, and we stay after launch.
Documented models that outlive the engagement.
Embedded delivery leadership for complex, multi-stakeholder programs.
Our Bay Area homelessness response work: a coalition of 200+ organizations on shared infrastructure, 478 contacts structured from zero.
See our work → AboutA small, senior team with roots in nonprofit operations, product, and systems design — building working technology across interim housing and beyond.
About us → ResearchSector intelligence synthesizing 100+ data sources and our advisory work on where AI is failing nonprofits and SMEs.
Read the research →Our first report synthesizes 100+ data points from Reddit, G2, Capterra, LinkedIn, NTEN, TechSoup, Harvard Business Review, and our own advisory work — to document exactly where AI is failing organizations and SMEs, and what the path forward looks like.
Read the researchWe work with a small number of organizations at a time. No sales call, no deck — a real conversation about what you're working on and whether we're the right fit.