Splunk is used by many large financial services companies to gain operational intelligence and insights across diverse business processes. Some key uses of Splunk mentioned in the document include enabling high performance global trade infrastructure, gaining visibility across FIX order routing systems, providing end to end visibility across applications and infrastructure to deliver $6M annual ROI, enabling timely transaction settlement processing, and being integrated into a risk metrics group's high performance cloud computing offering.