Microcontroller for triggering prioritized alerts and provisioned actions to manage a given process of interest

A computer readable storage medium storing a program of instructions executable by a machine to perform a method of triggering a prioritized alert and provisioning an action, the method executed by at least one hardware processor, the method comprising:

• receiving historical data associated with a set of projects, the historical data spanning multiple consecutive time periods;
• generating a hierarchical data structure comprising occurrences of performance factors in the historical data;
• based on the hierarchical data structure, deriving Bayesian scores associated with the performance factors, the Bayesian scores representing likelihood of the performance factors occurring in a given project;
• ranking the performance factors based on the Bayesian scores;
• based on the ranking, automatically triggering an alert and an action.

A system of triggering a prioritized alert and provisioning action, comprising:

• a hardware processor operable to receive historical data associated with a set of projects, the historical data spanning multiple consecutive time periods;
• the hardware process further operable to generate a hierarchical data structure comprising occurrences of performance factors in the historical data;
• based on the hierarchical data structure, the hardware processor further operable to derive Bayesian scores associated with the performance factors, the Bayesian scores representing likelihood of the performance factors occurring in a given project;
• the hardware processor further operable to rank the performance factors based on the Bayesian scores;
• based on the ranking, the hardware processor further operable to automatically trigger an alert and an action.