Preventing AKI involves minimizing risk factors such as avoiding nephrotoxic medications, ensuring adequate hydration, and managing chronic conditions like diabetes and hypertension. Nurses can educate patients on the importance of regular check-ups, medication adherence, and recognizing early signs of kidney dysfunction.