Abstract: Systems and methods for adjusting operating parameters of at least one pipelined software asset. Within a pipelined environment, an agent software asset is inserted immediately preceding a software asset whose operating parameters are to be adjusted. The agent software asset receives data and/or data sets from a user and such data and data sets are inserted/used by the software asset. The agent software asset also allows for a reporting of the output of other software assets to thereby provide users with intermediate outputs from the pipelined environment.

Abstract: Systems and methods for adjusting operating parameters of at least one pipelined software asset. Within a pipelined environment, an agent software asset is inserted immediately preceding a software asset whose operating parameters are to be adjusted. The agent software asset receives data and/or data sets from a user and such data and data sets are inserted/used by the software asset. The agent software asset also allows for a reporting of the output of other software assets to thereby provide users with intermediate outputs from the pipelined environment.

Abstract: Systems and methods for managing software resources such as machine learning/artificial intelligence models. The system includes a number of components that provide versioning services to both software resources and to data sets. A data storage component also addresses storage/retrieval functions for the system. A user interface element is also present to provide users with both a GUI and a command line interface. An assessment element assesses user selected software assets for project inclusion, with the assessment being based on good software development principles and practices. Once a project of selected software assets has passed the assessment stage, the software assets are pipelined for execution by an execution unit. The outputs of the execution unit are sent to a data output module automatically populates predetermined and preconfigured templates with the outputs to produce reports. The outputs may be final outputs or they may be intermediate results produced by the software assets.