Organizations have invested heavily in testing tools, built dedicated teams, and run hundreds of experiments annually. Yet despite this significant investment, many still struggle to connect promising test results to reliable business outcomes. This disconnect is what we call the "Trust Gap" - the critical space between experimental findings and strategic decision confidence.