Meaning ● SMB Data Preprocessing, within the realm of Small and Medium-sized Businesses, involves transforming raw data into a usable format to derive actionable business insights. Initially, the focus is on cleaning inconsistent or erroneous data that can skew analysis. ● Furthermore, this process includes structuring data so it seamlessly integrates with the analytical tools SMBs employ. The strategic advantage comes from improved data-driven decision making, aligning with business growth objectives. ● Automating data preprocessing tasks boosts efficiency, allowing SMBs to leverage their data assets more effectively. Data quality is improved significantly, resulting in more reliable reports and strategic recommendations. Finally, successful implementation drives faster insights and more targeted business strategies.