Edit: If you haven’t read Matt Shumer’s essay “ Something Big is Happening ” yet, you should do that. His brilliant essay lends urgency to this one. AI is coming for conservation organizations, faster than anyone is prepared for. When I decided to leave Google to work in impact innovation, I believed technology operating models eliminate enormous waste in the NGO sector from groups building things that nobody wanted, using outdated beliefs about what people needed. Looking ba