From programs to assets
When should we finance shared capability?
Underwriting AI-native impact production.
For lasting public value.
Developing the underwriting and measurement methods philanthropy needs to build, finance, and evaluate AI-native impact production systems.
Independent inquiry. Catalytic capital. Public purpose.
01 / The challenge
AI is advancing rapidly.
The philanthropic investments discipline must, too.
New technological capabilities do not automatically become public benefit. They need institutions, shared infrastructure, and capital willing to build for the long term.
We are exploring how philanthropy should decide what to build, own and share.
01
Beyond isolated projects
How do we recognize reusable capabilities that can strengthen an entire field?
02
Beyond technical promise
What turns a powerful tool into a capability that institutions and communities can actually use?
03
Beyond the next model
Which investments become more valuable as AI advances—and which will it leave behind?
Our thesis / Generative philanthropy
Fund the foundations.
Expand what others can build.
We help direct catalytic capital by building the underwriting and measurement methods for this new age of AI-native value and impact creation. Our work equips philanthropy to assess shared assets and impact production systems, measure their contribution to public value, and decide what to build, own and share.
02 / The founding seminar series
Underwriting
AI Public Goods
A case-driven executive dialogue on the new economics of public value. Our first step toward a shared investment discipline.
Bring the questions of an investment committee to the possibilities of an AI-native world.
Through real cases, structured discussion, and practical decision tools, the founding series will explore what deserves backing, what must be tested, and where patient capital can make a difference.
The discipline
Build. Back. Partner.
Wait. Pass.
Designed for capital allocators and institutional leaders. The founding series is a distinct sponsorship opportunity within the wider initiative.
Support the founding series ↗Investing through the frontier
What gains value as general AI improves?
Underwriting the field
What makes an ecosystem ready for transformation?
The investment decision
What would we back—and under what conditions?
03 / The proposed research agenda
The economics of
AI-native public value.
Six connected lines of inquiry into the assets, production systems, and institutional arrangements that can turn AI-native production into lasting public value.
01Abundance microeconomics
How do falling costs and improving capabilities change scarcity, economic value, and the complements that remain essential?
02The AI public-good asset universe
Which shared assets merit catalytic support? How should we assess their public-good characteristics, lifecycle costs, stewardship, and durability?
03Comparative field economics
Where are the bottlenecks and shared-capability opportunities in education, science, and workforce—and what determines readiness to use them?
04AI-native outcome production
How can new production systems improve the cost and quality of meaningful outcomes? What evidence would demonstrate that they work?
05Capital and governance
How can grants, pooled capital, ownership structures, and accountable stewardship finance the commons and preserve public benefit?
06Institutional transformation
Which organizations should be strengthened, redesigned, or newly built as the economics of public-purpose work change?
Planned contributionsInvestment mapsComparative field studiesUnderwriting frameworksPublic research synthesis
The broader research program is separately scoped and funded from the founding seminar series.
04 / An invitation to founding partners
Help shape
what comes next.
We are seeking founding partners to launch the seminar series and advance an independent research agenda for AI-era philanthropy.
The immediate priority is to bring the founding cohort together: supporting original case research, thoughtful convening, and practical investment tools.
Founding partnership and seminar inquiries:
nick@apprisement.com