Abstract: Methods, apparatuses and computer programs are for executing complex computing tasks in a computing platform are provided. According to one aspect, a method comprises receiving, by a planning agent, a use case input indicating an objective for completion in the computing platform. The planning agent decomposes, by the planning agent, the use case input into a plurality of tasks for achieving the objective. The planning agent provides each of the plurality of tasks to a respective task agent for execution. For each task of the plurality of tasks, the respective task agent identifies a tool suitable for performing the task from a plurality of tools. The task agent uses the identified tool to execute an operation corresponding to the respective task in the computing platform.

Abstract: System and method for data cleaning and/or transformation according to certain embodiments. For example, a method includes: receiving a raw source dataset including one or more data types; matching the raw source dataset to a target schema corresponding to a domain, the target schema including one or more standardized variables; and transforming the one or more data types in the raw source dataset to the one or more standardized variables.