Investigate
We map the work, the people, the evidence, and the friction.

We build governed AI systems that return capacity to established nonprofits, NGOs, foundations, and associations.





We find the right problem, quantify the value, build one governed system, and improve it with your team.
We map the work, the people, the evidence, and the friction.
We rank each opportunity by mission value, capacity, feasibility, and risk.
We connect your approved data, tools, and controls into one working system.
We measure adoption, value, and quality, then refine what matters.
Focused systems for the recurring work behind fundraising, reporting, knowledge, and operations.
Global Citizen
We connected Global Citizen’s listening sources through MCP integrations to create one live sentiment dashboard. AI brings emerging themes and shifts in conversation into focus, with the source evidence close at hand. The result is a shared view of what matters, ready for the team to review and act on.
Explore the approachDFIN
We built a proposal workflow for DFIN that brings requirements, approved evidence, and past applications into one place. AI assembles that material into a structured, review-ready draft, with approval kept in the team’s hands. It gives specialists a reusable starting point for each application and more room to focus on the case they want to make.
Explore the approachNon-Profits and NGOs can truly benefit from emerging tech
of nonprofit respondents say someone in their organization uses generative AI
Google for Nonprofits 2025of surveyed European nonprofits now use AI, up from 13% the year before
European Nonprofit Pulse 2025of surveyed funders provide any support for nonprofit AI implementation
Center for Effective Philanthropy 2025The specialists who shape the strategy stay close through build, adoption, and improvement.

Co-Founder & CEO
Leads AI strategy, business-case development, solution design, and delivery.

Co-Founder & CTO
Shapes the technical architecture, security, and systems behind every implementation.

Tech Lead
Leads the build, integration, and reliable delivery of each working AI system.
Give us 30 minutes. We will identify where AI could return the most capacity, and whether there is a responsible case to build.
Request a free intro call