AO Lab is AnimalOps’ central research archive—a living notebook of system models, operational frameworks, and essays exploring how we can build more humane, efficient, and accountable animal welfare infrastructure.
System Notes → /category/notes/
Concise operational analyses and prototype frameworks drawn from the AnimalOps field lab. Each note distills one insight, model, or principle for humane system design.
Essays → /category/essays/
Long-form reflections on justice, design, and reform within animal welfare — written in AO’s signature voice: morally grounded, emotionally real, and strategically analytical.