Meaning ● Ethical Algorithmic Forecasting, as it applies to small and medium-sized businesses, concerns the responsible and unbiased application of predictive analytics to aid strategic decision-making. This involves using algorithms that are transparent, accountable, and free from discriminatory practices to project future trends in areas such as sales, market demand, and operational efficiency. Implementation of these systems within an SMB requires careful consideration of data quality, model interpretability, and the potential impact on business stakeholders, assuring alignment with company values and regulatory compliance. Algorithmic forecasting should avoid perpetuating bias, ensuring equitable outcomes in business decisions that affect hiring, pricing, and marketing strategies, fostering sustainable growth within the SMB. ● Considering automation, it also aims to enhance productivity with unbiased and ethical systems.