Enhanced irrigation techniques have been proposed as a solution to improve crop yields in semi-arid regions of Ethiopia where soil moisture levels are critical for agricultural productivity. A mixed-method approach was employed, including pre- and post-intervention surveys, yield assessments, and soil moisture measurements across selected villages. Data collection took place over a single year from January to December. Soil moisture levels increased by an average of 15% in irrigated fields compared to non-irrigated areas, resulting in a 20% higher crop yield on farms adopting enhanced irrigation techniques. The findings suggest that the adoption of enhanced irrigation practices significantly enhances both soil moisture and agricultural productivity in semi-arid Ethiopian villages. Further research should explore long-term sustainability and cost-effectiveness of these irrigation methods, as well as their impact on local water resources. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.