arusimpact

Build Log

Build Log

What we're building, what we're learning, and what's shipping. Notes from the process of building AI/ML infrastructure for nonprofits.

01

From 178 Orgs to 19 Proposals

How building Frequency at Project Liberty Labs led to the PLA network, a research pipeline, and 19 concrete project proposals for civil society.

Feb 9, 2025
02

The Trellis Framework

Why we built a three-layer approach to nonprofit infrastructure — understand what's broken, wire the systems together, then layer AI/ML on top.

Jan 15, 2025