AI for institutions advancing the public good.
Research for public-interest institutions.
Machine Labs studies how models should be selected, adapted, and deployed for foundations, nonprofits, and impact capital allocators. We evaluate capability, cost, privacy, governance, and human review so partners can use AI in work where judgment matters.
The Machine brings that research to work.
The Machine is our private platform for turning institutional knowledge, documents, and decisions into governed AI workflows. It helps teams move faster across diligence, grantmaking, reporting, and portfolio operations while preserving confidentiality, auditability, and accountability.