Over the next three years, the biggest AI issues for small law firms are no longer abstract “future of law” questions, but very practical choices about tools, pricing, training, and risk. The firms that will do best will treat AI as a managed change program—iterating quickly to keep up with new capabilities, while putting simple but firm guardrails around security, ethics, and quality.