Regulatory, technological and competitive pressures have pushed leading Financial Institutions transform their information governance as a source of competitive advantages. Using Big Data to evolve into a real info-driven company makes increasingly urgent to activate a structured and real time data quality management, monitoring throughout the whole life cycle. The introduction of advanced Artificial Intelligence systems can guarantee automated management data quality «human supervised» managed by exception enabling the new paradigm of cognitive archives.