Results showed significant improvements in milk quality at MCCs using analyzers, with higher butterfat and SNF levels and reduced adulteration. However, adoption varied widely, and uniform price setting by processors failed to incentivize quality improvements. Future efforts should focus on aligning financial incentives with quality, reducing adoption barriers, and fostering competitive markets to ensure sustainable quality upgrading in Uganda’s dairy value chain.