We are engineering self-contained machine learning components for the next generation of developers working on streaming data. We aim to make it easy for any engineer, developer or analyst to build applications around streaming data by alleviating the cumbersome workload around model/ruleset management, deployment and monitoring. We want to enable the next generation of builders who want to build predictive AI, identify fraud or other types of malicious behavior accurately, or deliver tailored experiences by supercharging their abilities via self-contained ML agents that adapt to their dynamic environments in perpetuity.