Most SMBs jump into AI expecting quick wins—yet fewer than 30% of initiatives deliver ROI. This article reveals the seven biggest SMB AI adoption challenges and pitfalls, from starting with tools instead of strategy to neglecting governance. Using proven frameworks and real-world benchmarks, it offers executives a roadmap to avoid costly mistakes and unlock sustainable AI-driven growth.