AI adoption is the journey an organization takes to move from curiosity about artificial intelligence to using it productively in daily operations. Successful adoption usually starts small: pick one painful, repetitive process, run a pilot, measure the results, then scale what works. The main obstacles are rarely technical; they are unclear use cases, untrained staff, and fear of change. An artisan cooperative that adopts AI first for translating product descriptions can build confidence before tackling pricing or logistics.