How Do You Decide Whether a New Trading Concept Deserves a Place in Your Strategy?

A new concept can sound convincing without improving the method you already use. What evidence should you require before adding it to your process? Would you begin with a written hypothesis, a controlled comparison, or a period of observation before testing it on historical data?