How Do You Handle a Strategy That Works on One Platform but Not Another?

Differences in historical prices, chart construction, time zones and execution conditions can affect how a setup appears. What steps would you take to identify the source of inconsistent results? At what point would you conclude that the strategy depends too heavily on a particular platform or data source?