However, in the actual story, there was no "black box" to query, the ex-employees wrote all the complicated queries themselves.
EDIT: They turned ~$150K into ~$2.8 MM USD over about three years, before being caught, mostly through options trades it seems.
1. http://www.bloombergview.com/articles/2015-01-23/capital-one...