Exploratory testing has rapidly gained popularity over the past few years as one of the most efficient forms of testing in an agile lifecycle. Exploratory testing has a proven advantage of finding bugs faster, with less wastage in terms of test documentation and covering large areas of the application under test in a shorter time period. Why then, do we still find exploratory testing not being a mainstay in large scale enterprise product testing? This presentation aims to explore some of the myths surrounding exploratory testing in a large scale and seeks to address those with practical data. Some of these myths are around lack of planning, misconstruing exploration to ad-hoc testing, lack of accountable metrics for exploratory testing and deficiency of actionable data in bugs filed through exploratory testing.