How Do You Handle a Trading Strategy That Produces Very Different Results in Backtesting and Forward Testing?

Historical testing and live observation may differ because of execution, market conditions, data assumptions, or implementation errors. How do you investigate the discrepancy systematically? Which checks would you perform first before concluding that the strategy has lost its edge?