Systems and Methods for Identifying and Driving Actionable Insights from Data

摘要

Certain examples provide systems and methods to identify and drive actionable insight from data. An example system includes a configured processor that is configured to: identify, using the processor, a pattern in a data set using an analytic algorithm, the data set associated with a domain; process, using the processor, the identified pattern to assign a score to the identified pattern based on a comparison to statistical model meta data; construct, using the processor, a semantic model modeling people, processes, and systems associated with the domain; combine, using the processor, the identified pattern with the semantic model; determine, using the semantic model and the processor, an output including: a) a root cause for the identified pattern and b) a recommended action to remediate the root cause; and facilitate, using the processor, execution of the recommended action based on a trigger associated with the output.

主权项

1. A system comprising:
a memory storing instructions for execution; and a configured processor, the processor configured by executing the instructions stored in the memory to: identify, using the processor, a pattern in a data set using an analytic algorithm, the data set associated with a domain; process, using the processor, the identified pattern to assign a score to the identified pattern based on a comparison to statistical model meta data; construct, using the processor, a semantic model modeling people, processes, and systems associated with the domain; combine, using the processor, the identified pattern with the semantic model; determine, using the semantic model and the processor, an output including: a) a root cause for the identified pattern and b) a recommended action to remediate the root cause; and facilitate, using the processor, execution of the recommended action based on a trigger associated with the output.