![](\"https:\/\/s3.amazonaws.com\/snd-store\/a\/62117987\/07_23_21_1170740969_aab_560x292.jpg\")
<\/p>\n<\/p>\n
Analytical software tools will never fully replace auditors, but they can help auditors do their work more efficiently and effectively. Here\u2019s an overview of how data analytics \u2014 such as outlier detection, regression analysis and semantic modeling \u2014 can enhance the audit process.<\/p>\n
Auditors bring experience and professional skepticism <\/strong><\/p>\n When it\u2019s appropriate, instead of manually testing a representative data sample<\/em>, auditors can use analytical software tools to compare an entire data population<\/em> against selected criteria. This process quickly identifies anomalies hidden in large amounts of data that can be tagged for further examination by auditors during fieldwork. Analytical software tools can test various kinds of data, including accounting, internal communications and documents, and external benchmarking data.<\/p>\n If unusual transactions or trends are found, auditors will investigate them further using the following procedures:<\/p>\n In addition, confirmations and representation letters from attorneys, customers and other external parties may corroborate what management says and external research reveals.<\/p>\n Audit findings may require action<\/strong><\/p>\n Often, auditors conclude that irregularities have reasonable explanations. For instance, they may be due to an unexpected change in the company\u2019s operations or external market conditions. If a change is expected to continue, it may alter the auditor\u2019s expectations about the company\u2019s operations going forward. Sometimes, a change discovered while auditing one part of the financials may affect audit procedures (including analytics) that will be performed on other accounts.<\/p>\n Alternatively, auditors may attribute some irregularities to inadvertent mistakes or intentional fraud schemes. Auditors usually communicate with the audit committee or the company\u2019s owners as soon as possible if they discover any material errors or fraud. These irregularities might require adjustments to the financial statements. The company also might need to take action to mitigate financial losses and prevent the problem from recurring.<\/p>\n For example, the controller may need additional training on recent changes to the tax and accounting rules. Or management may need to implement additional internal control procedures to safeguard against dishonest behaviors. Or the owner may need to contact the company\u2019s attorney and hire a forensic accountant to perform a formal fraud investigation.<\/p>\n Audit smarter <\/strong><\/p>\n Today, companies generate, process and store massive amounts of electronic data on their networks. Increasingly, auditors are using analytical tools on this data to conduct basic audit procedures, such as vouching transactions and comparing data to external benchmarks. This frees up auditors to focus their efforts on complex transactions, suspicious relationships and high-risk accounts. Contact us for more information about how our auditors use analytical software tools in the field.<\/p>\n \u00a9 2021<\/em><\/p>\n <\/body> Analytical software tools will never fully replace auditors, but they can help auditors do their work more efficiently and effectively. Here\u2019s an overview of how data analytics \u2014 such as outlier detection, regression analysis and semantic modeling \u2014 can enhance the audit process. Auditors bring experience and professional skepticism When it\u2019s appropriate, instead of manually […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13,7,10],"tags":[8,11,12],"class_list":["post-15580","post","type-post","status-publish","format-standard","hentry","category-aa","category-articles","category-news","tag-articles","tag-news","tag-updates"],"_links":{"self":[{"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/posts\/15580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/comments?post=15580"}],"version-history":[{"count":0,"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/posts\/15580\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/media?parent=15580"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/categories?post=15580"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sfw.cpa\/news-and-guides\/wp-json\/wp\/v2\/tags?post=15580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"