Anomaly Detection, Deviation and Fraud Detection Software

Anodot provides real-time analytics and automated anomaly-detection systems to find outliers in Big Data and transform them into valuable business insights.
Delta Miner, integrates new search techniques and "business intelligence" methodologies into an OLAP front-end; finds most important exceptions
GritBot, for identifying anomalies in data (compatible with See5 and Cubist).
Kepler, a data mining suite, which includes methods for deviation detection (website in German and English)
Machine Analytics, anomaly detection and analytics for machine data and log files.
Penny Analytics operates an online analytics service, specializing in outlier detection, where you upload files online and get results when the job is complete.
Trakker is a customizable data-driven software to identify process weaknesses through data analytics. Data is aggregated to allow you to manage by exception.
Wizrule, reports the rules, and the cases deviating from the norm.