The Continuous Monitoring Process

The continuous monitoring process, at its very simplest, requires data acquisition, storage/warehousing, and analysis, as well as definition of a violation remediation process.

Data Acquisition

The data and transaction acquisition process facilitates data gathering from multiple disparate systems/applications. It allows for implementation of batch data extractions on a periodic basis (e.g., daily, weekly) based on any partial/changed data according to a defined “data changed” field. This method of extraction normalizes and standardizes data across applications and therefore creates a universal transaction flow. If real-time extractions are performed based on algorithms, the process can be executed without impacting or interrupting application performance.

Data Warehousing

Subsequent to data extraction, a read-only copy of detailed data can be stored, and a complete archived history of all data becomes a permanent record in a compliance monitoring vault. This storage process operates independently of all source systems, and data snapshots are maintained for specific moments in time and states of the business. Therefore, transaction streams can be replayed for retrospective inspection and analysis.

Data Analysis

Inspection of stored data facilitates the identification of data concerns such as internal control issues and segregation of duties. In addition, data comparisons can be executed that identify exact duplicates and/or transactions that ...

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