Few firms have an AI-first culture, and it explains why some firms are seeing real productivity gains from AI while others are paying for compute credits they’re not sure what to do with. AI-first doesn’t mean people lastBefore we get into what to build, let’s clear away what an AI-first culture is not, because the misconceptions are damaging. If your team members hear “AI-first” and translate it to “job cuts,” you’ve already lost the room, and you’ll spend the next year fighting adoption instead of building it. In an AI-first firm, team members don’t hand off their thinking to a chatbot and accept whatever comes back. These behaviors don’t ask anyone to unquestioningly trust AI.