Am curious, any ensemble methods involved? Or was it just a bunch of heuristics mixed in with learning algorithms?

I think Metamarkets, like Palantir and others, understand this very well and thus, are focused on building interactive tools to help humans (particularly domain experts) process and visualize large amounts of data to find interesting patterns more efficiently, rather than trying to automate everything.