This chapter translates recovery science into clinically and sport-relevant decision-making by linking biological targets, measurable endpoints, and implementation strategies. It examines how translational applications should be guided by the dominant recovery problem, including pain, edema, stiffness, impaired tissue mechanics, neuromuscular fatigue, and reduced performance readiness. The chapter discusses applications in clinical rehabilitation and high-performance sport, emphasizing criterion-based progression, short-turnaround recovery, and return-to-participation or return-to-performance decisions. It also addresses responder phenotypes and the need for individualized prescriptions based on repeated within-person patterns rather than generic assumptions. Particular attention is given to device-oriented implications, including monitoring technologies and intervention systems, with discussion of what they measure, how they should be implemented, and their methodological limitations. Finally, the chapter proposes principles for standardization and endpoint selection, highlighting multidomain assessment, reporting quality, and the need to match outcomes and timing to the specific translational question being addressed.