This talk covers the Vault 8 team's journey at Capital One where we investigated a wide variety of stream processing solutions to build a next generation real-time decisioning platform to power Capital One's infrastructure. The result of our analysis showed Apache Storm, Apache Flink, and Apache Apex as prime contenders for our use case with Apache Apex ultimately proving to be the solution of cho