Argyle Data | 465 followers on LinkedIn. Argyle Data uses Hadoop and machine learning to help mobile operators fight the $46 billion mobile fraud problem. Argyle Data’s system is used by some of the world’s largest mobile operators to gain real-time visibility into revenue threats and attack patterns. On average, such attacks cost the mobile communications industry 2% of revenue, or an estimated $46 billion a year.