As analysts we are well aware of the legal and moral boundaries that come with handling delicate data. But imagine for a moment that behind a desk at your competitor's office was an analyst unbothered by those boundaries. His only goal is to get a competitive advantage by exploiting the weak points in your analytics pipeline. He wants you to waste as much time, money and credibility while you deal with polluted source data, spam, data breaches and legal DDoS attacks.