Meaning ● Lean Ethnography, within the SMB arena, represents a rapid, cost-effective method of understanding customer behavior and needs directly influencing product development, marketing strategies, and operational efficiency. For SMB growth, it offers immediate, actionable insights to tailor solutions precisely. Lean Ethnography’s focus on real-time data from target customer segments, allows SMBs to quickly adapt automation initiatives, ensuring they are aligned with actual customer workflows, leading to greater adoption and a higher return on investment from implemented technology, reducing the risks associated with misaligned automation efforts. ● In practice, this approach involves short, focused observation periods and quick-turnaround analysis which directly impacts the implementation of more effective processes tailored to the SMB’s specific customer demographic. It drives value by validating assumptions and rapidly iterating on solutions based on evidence gathered during real interactions with stakeholders.