Guides & research
Practical guides, how-tos, and original research from our work at the intersection of AI and animal advocacy.
Should Animal Advocates Feel Guilty About Using AI?
The honest answer is more complicated — and more hopeful — than you think. Here's how to use AI in alignment with your values.
AI Policy Guide for Animal Advocacy Organizations
Your guide to creating an AI policy for your organization.
No-Code and Low-Code Tools
You don't need to be a developer to build powerful tools. No-code and low-code platforms let anyone create websites, apps, databases, and automated workflows using visual interfaces instead of programming.
AI Automation
AI tools like ChatGPT and Claude are useful for one-off tasks—drafting an email, summarizing a report. Connecting AI to your workflows unlocks vast possibilities.
How AI Works
Artificial intelligence is reshaping how organizations communicate, research, and campaign—and animal advocacy is no exception. Understanding how AI actually works will help you use it more effectively.
Building Predictive Models for Effective Animal Advocacy
Advocacy organizations hold valuable data on what works, yet it stays trapped in silos. This report details our project to aggregate cross-organizational data and build prediction tools any organization can use.
Report on the Use of AI in Animal Advocacy
A survey of 194 participants across 142 organizations on their current use of AI, the challenges they face, and their attitudes toward integrating AI into advocacy.
Literature Review on Developing Artificial Intelligence to Advocate for Animal Rights
A review of the latest research and techniques that can be harnessed to develop an AI system uniquely aligned with advancing the interests of animals.