Whats a Data Lake?

Nicely done overview.   In a world of cheaper storage, more data and metadata, better BI and deep analytics,  toward automated modeling methods .... makes much sense.  How about an automated way to scour the lake to find leverage for specific value plays?  Lower my raw material costs!