Data innovation and technology are a much discussed but rarely successfully implemented in large financial services firms.  Despite $480 Billion spent globally in 2016 on financial services IT, the pace of financial innovation from incumbents lags behind FinTech which received a comparatively puny $17 Billion in investment in 2016.  What