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procedures (for example, extracting a suitable sample). They are affordable and relatively simple to
               use, but most of these tools are susceptible to error, and caution should be exercised in using them
               for evidence gathering. Controls and steps should be implemented to ensure data integrity both at
               data extraction and throughout testing usage of the data.
              Sophisticated tools include technologies made by vendors such as Galvanize (formerly ACL), Idea,
               Arbutus, and PanAudit. Their usefulness includes specialized testing, use of very large data sets, and
               the need for sophisticated procedures. When higher risks exist in the audit or review plan, they are
               likely to be more appropriate than simple tools. They also are more costly.


            CAATs considerations
            Before using CAATs, some considerations that need to be made including the following:

              The data involved (type, format, consistency, large data set or small)
              The types of systems involved (COTS, custom)
              The data’s location (local or remote, single or multiple sources)
              Contact for data extraction

            A primary requirement is how to ensure data integrity. At the data extraction point, the CITP needs to
            have assurance that the data set extracted is exactly the data set on the operational computer; one
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            methodology is to use something similar to the batch control total approach  to data processing. And
            the CITP must ensure data integrity throughout the process of testing and reporting, which means
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            locking down spreadsheet data, or using read-only (RO) data in a CAAT tool.
            Perhaps the most difficult part of using CAATs is to extract the data successfully and effectively from the
            operational computer to the CAAT tool. There is an ideal format that looks like a spreadsheet: the first
            row is column headings; all rows are contiguous (no subtotals, no breaks, and so on); each row beginning
            with the second contains data; and usually no cell is empty. The file formats easiest to import are dBASE,
            delimited text/ASCII, Excel files, print to file, and pdf (not scanned). Other options usually are fairly time-
            consuming to effectively import. The last option is to hand key all of the data, and that clearly is a time-
            consuming, last-resort approach.


            Deficiency evaluation of IT-related controls
            Although the technical literature for financial audit does not contemplate expressing an opinion on
            controls for private companies, there is a requirement for auditors when they detect control deficiencies.
            There is technical literature that does require expressing an opinion of controls for public companies
            (issuers).

            The technical literature on control definitions evolved in response to the Sarbanes-Oxley Act of 2002
            (SOX). Section 404 of SOX requires management of financial statement issuers to evaluate the entity’s
            system of internal controls, and for the auditor to opine on that evaluation. In response to that, the
            PCAOB and AICPA converged on definitions about control deficiencies; refer to AU-C section 450 for


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              A total of number of records being extracted, the total of an amount column, and a total of a numeric but non-
            dollar amount column. Reconcile these to those of the operational computer data when n extracted. Some CAATs
            have this process built into it.
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              Most CAATs use RO for imported data for this reason.

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