Scalability in AWS Key Management Service is virtually unlimited in terms of being transparent and a key advantage against traditional solutions, as it scales to handle billions of cryptographic requests and millions of customer keys without any manual intervention, ensuring optimal performance that does not degrade even when there is growth.