1. A method of low latency tasking and task monitoring between a transaction processing system and an analytics processing system, the method including: a transaction processing system generating an analytic data store creation task request that specifies creation of an analytic data store based on at least one data set stored by at least one transactional data management system; queuing the task request to a named key-value task start queue; a worker thread picking up the task request from the named key-value task start queue; the worker thread reporting progress on the task request to a monitoring data structure independent of the task start queue; the worker thread registering a completed analytic data store with the transaction processing system; and upon completion of creating the analytic data store specified by the task request, the worker thread queuing a task complete report to a named key-value task complete queue complementary to the named key-value start queue.