Financial firms are under pressure to grow their business while containing risk and complying with many regulations world-wide. In addition, there is the growing demand from customers to improve their experience and offer new services over multiple channels. Data is at the core of these capabilities but there are many challenges to overcome: fragmentation, security, quality, privacy, retention, to name a few.