METHODS AND APPARATUS FOR ANALYSIS OF STRUCTURED AND UNSTRUCTURED DATA FOR GOVERNANCE, RISK, AND COMPLIANCE

摘要

Methods and apparatuses for organizations to monitor, analyze and respond to unstructured and structured data that is related to their Governance, Risk, and Compliance (GRC) programs. Embodiments of the invention generated mapped Risk Control Matrices (RCMs) and/or insights for improving the GRC process from unstructured and structured data. Natural language processing is employed to process the aggregated data from various data sources to create attributes and contributors. The attributes and weighted contributors are processed to form mapped RCMs and/or GRC-related insights.

主权项

1. A computer-implemented method for obtaining Governance, Risk and Compliance (GRC) insights from aggregated data pertaining to an organization, said aggregated data including at least unstructured data, comprising:
processing said aggregated data using natural language processing to generate a set of attributes, said set of attributes being correlated with metadata pertaining risk factors associated with said organization; processing said aggregated data using natural language processing to generate a set of contributors, said set of contributors pertaining to said set of attributes; and analyzing, using said set of attributes and said set of contributors, to generate a set of insights, said set of insights representing at least one of a mapped risk control matrix and a set of recommendations to improve at least one attribute in said set of attributes, wherein said set of attributes represent at least one of a set of topics, a set of sentiments, and a set of emotions.