This narrative review summarizes the multi-scale capabilities of functional photoacoustic imaging (fPAI), highlighting its ability to provide quantitative functional information from subcellular organelles to whole human organs. It concludes that advances in fPAI technology have demonstrated significant clinical potential for applications like breast cancer screening and monitoring brain hemodynamics.