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The value of AI-powered audit analytics for auditors and their clients

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While artificial intelligence has intrigued humans for centuries, it was not until the past few years that AI has undergone explosive growth in every field, led by advances in deep learning. According to a study conducted by KPMG in March and September 2024, the rate of AI adoption by companies worldwide, especially in their financial reporting processes, is expected to more than double over the next three years.

The KPMG study also found that many organizations expect their auditors to utilize AI tools for their auditing processes. The most common audit activities cited as conducive to AI usage by the study respondents were data analysis, risk identification and mitigation, predictive analysis and faster audit process.

Auditors looking to leverage the benefits presented by AI have been exploring the integration of emerging technologies into traditional audit practices. One example of this integration is AI-powered audit analytics. These technologies may be fertile ground from which auditors can generate added value. By incorporating AI and data analytics, auditors can enhance their audit results, while providing their clients with deeper insights into their financial health and operational performance. This article explores six benefits AI-powered audit analytics can offer both auditors and their clients.

Value for auditors

Enhanced efficiency and accuracy: AI-powered audit analytics tools allow auditors to analyze large volumes of data quickly and accurately. Traditional auditing methods often rely on sampling, which can miss significant outliers or trends. By comparison, AI-driven analytics allow for the examination of entire data populations, ensuring a more comprehensive and precise audit. This, in turn, improves the accuracy of the audit and can reduce the time required to complete it, while freeing staff time for more value-adding tasks. 

Improved risk assessment: One key advantage of AI-powered audit analytics is its ability to enhance risk assessment. Artificial iIntelligence can help auditors better understand the risk environment of their clients by analyzing historical data and identifying trends. This enables auditors to focus on high-risk areas, leading to a more targeted and effective audit. 

Comprehensive testing and data visualization: As mentioned above, AI-powered audit analytics facilitates comprehensive testing by allowing auditors to analyze entire data sets rather than relying on samples. This comprehensive approach increases the likelihood of detecting misstatements or errors. AI-driven data visualization tools can also help auditors present complex data in an easily understandable format. Dashboards and graphical representations make it simpler to communicate findings to clients, fostering better understanding and collaboration. 

Value for clients

Insightful business analysis for clients: As highlighted by the KPMG study, clients can also greatly benefit from the insights offered by AI-powered audit analytics. These tools can highlight operational inefficiencies, financial irregularities and areas for improvement. By sharing these analytics results with clients, auditors can assist clients in utilizing insights to make informed decisions to enhance their business operations and financial health. Additionally, the detailed reports generated through AI-powered audit analytics can provide clients with a clear, transparent view of their financial position, fostering trust and confidence in the audit process. 

Enhanced transparency and proactive issue resolution: Another benefit of AI-powered audit analytics for clients is increased transparency by providing a detailed and accurate view of financial data. This transparency helps clients better understand their financial position and the factors influencing their performance. The enhanced predictive power also allows clients to identify potential issues early, which can be addressed proactively before they escalate into major problems. 

Better communication and collaboration: Finally, the visual and detailed reports generated through AI-powered audit analytics can facilitate better communication between auditors and clients. Auditors present audit findings in a way clients can more easily grasp, leading to more productive discussions and collaborative problem-solving. This improved communication drives value for clients, helping to build stronger relationships between auditors and clients based on mutual understanding and trust. 

By leveraging AI-powered audit analytics, auditors can enhance their efficiency, accuracy and risk assessment capabilities, while offering clients valuable business insights, transparency and improved collaboration. These technologies are not just tools for improving audit quality but for driving stronger, more productive business relationships.

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Accounting

IAASB tweaks standards on working with outside experts

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The International Auditing and Assurance Standards Board is proposing to tailor some of its standards to align with recent additions to the International Ethics Standards Board for Accountants’ International Code of Ethics for Professional Accountants when it comes to using the work of an external expert.

The proposed narrow-scope amendments involve minor changes to several IAASB standards:

  • ISA 620, Using the Work of an Auditor’s Expert;
  • ISRE 2400 (Revised), Engagements to Review Historical Financial Statements;
  • ISAE 3000 (Revised), Assurance Engagements Other than Audits or Reviews of Historical Financial Information;
  • ISRS 4400 (Revised), Agreed-upon Procedures Engagements.

The IAASB is asking for comments via a digital response template that can be found on the IAASB website by July 24, 2025.

In December 2023, the IESBA approved an exposure draft for proposed revisions to the IESBA’s Code of Ethics related to using the work of an external expert. The proposals included three new sections to the Code of Ethics, including provisions for professional accountants in public practice; professional accountants in business and sustainability assurance practitioners. The IESBA approved the provisions on using the work of an external expert at its December 2024 meeting, establishing an ethical framework to guide accountants and sustainability assurance practitioners in evaluating whether an external expert has the necessary competence, capabilities and objectivity to use their work, as well as provisions on applying the Ethics Code’s conceptual framework when using the work of an outside expert.  

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Accounting

Tariffs will hit low-income Americans harder than richest, report says

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President Donald Trump’s tariffs would effectively cause a tax increase for low-income families that is more than three times higher than what wealthier Americans would pay, according to an analysis from the Institute on Taxation and Economic Policy.

The report from the progressive think tank outlined the outcomes for Americans of all backgrounds if the tariffs currently in effect remain in place next year. Those making $28,600 or less would have to spend 6.2% more of their income due to higher prices, while the richest Americans with income of at least $914,900 are expected to spend 1.7% more. Middle-income families making between $55,100 and $94,100 would pay 5% more of their earnings. 

Trump has imposed the steepest U.S. duties in more than a century, including a 145% tariff on many products from China, a 25% rate on most imports from Canada and Mexico, duties on some sectors such as steel and aluminum and a baseline 10% tariff on the rest of the country’s trading partners. He suspended higher, customized tariffs on most countries for 90 days.

Economists have warned that costs from tariff increases would ultimately be passed on to U.S. consumers. And while prices will rise for everyone, lower-income families are expected to lose a larger portion of their budgets because they tend to spend more of their earnings on goods, including food and other necessities, compared to wealthier individuals.

Food prices could rise by 2.6% in the short run due to tariffs, according to an estimate from the Yale Budget Lab. Among all goods impacted, consumers are expected to face the steepest price hikes for clothing at 64%, the report showed. 

The Yale Budget Lab projected that the tariffs would result in a loss of $4,700 a year on average for American households.

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Accounting

At Schellman, AI reshapes a firm’s staffing needs

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Artificial intelligence is just getting started in the accounting world, but it is already helping firms like technology specialist Schellman do more things with fewer people, allowing the firm to scale back hiring and reduce headcount in certain areas through natural attrition. 

Schellman CEO Avani Desai said there have definitely been some shifts in headcount at the Top 100 Firm, though she stressed it was nothing dramatic, as it mostly reflects natural attrition combined with being more selective with hiring. She said the firm has already made an internal decision to not reduce headcount in force, as that just indicates they didn’t hire properly the first time. 

“It hasn’t been about reducing roles but evolving how we do work, so there wasn’t one specific date where we ‘started’ the reduction. It’s been more case by case. We’ve held back on refilling certain roles when we saw opportunities to streamline, especially with the use of new technologies like AI,” she said. 

One area where the firm has found such opportunities has been in the testing of certain cybersecurity controls, particularly within the SOC framework. The firm examined all the controls it tests on the service side and asked which ones require human judgment or deep expertise. The answer was a lot of them. But for the ones that don’t, AI algorithms have been able to significantly lighten the load. 

“[If] we don’t refill a role, it’s because the need actually has changed, or the process has improved so significantly [that] the workload is lighter or shared across the smarter system. So that’s what’s happening,” said Desai. 

Outside of client services like SOC control testing and reporting, the firm has found efficiencies in administrative functions as well as certain internal operational processes. On the latter point, Desai noted that Schellman’s engineers, including the chief information officer, have been using AI to help develop code, which means they’re not relying as much on outside expertise on the internal service delivery side of things. There are still people in the development process, but their roles are changing: They’re writing less code, and doing more reviewing of code before it gets pushed into production, saving time and creating efficiencies. 

“The best way for me to say this is, to us, this has been intentional. We paused hiring in a few areas where we saw overlaps, where technology was really working,” said Desai.

However, even in an age awash with AI, Schellman acknowledges there are certain jobs that need a human, at least for now. For example, the firm does assessments for the FedRAMP program, which is needed for cloud service providers to contract with certain government agencies. These assessments, even in the most stable of times, can be long and complex engagements, to say nothing of the less predictable nature of the current government. As such, it does not make as much sense to reduce human staff in this area. 

“The way it is right now for us to do FedRAMP engagements, it’s a very manual process. There’s a lot of back and forth between us and a third party, the government, and we don’t see a lot of overall application or technology help… We’re in the federal space and you can imagine, [with] what’s going on right now, there’s a big changing market condition for clients and their pricing pressure,” said Desai. 

As Schellman reduces staff levels in some places, it is increasing them in others. Desai said the firm is actively hiring in certain areas. In particular, it’s adding staff in technical cybersecurity (e.g., penetration testers), the aforementioned FedRAMP engagements, AI assessment (in line with recently becoming an ISO 42001 certification body) and in some client-facing roles like marketing and sales. 

“So, to me, this isn’t about doing more with less … It’s about doing more of the right things with the right people,” said Desai. 

While these moves have resulted in savings, she said that was never really the point, so whatever the firm has saved from staffing efficiencies it has reinvested in its tech stack to build its service line further. When asked for an example, she said the firm would like to focus more on penetration testing by building a SaaS tool for it. While Schellman has a proof of concept developed, she noted it would take a lot of money and time to deploy a full solution — both of which the firm now has more of because of its efficiency moves. 

“What is the ‘why’ behind these decisions? The ‘why’ for us isn’t what I think you traditionally see, which is ‘We need to get profitability high. We need to have less people do more things.’ That’s not what it is like,” said Desai. “I want to be able to focus on quality. And the only way I think I can focus on quality is if my people are not focusing on things that don’t matter … I feel like I’m in a much better place because the smart people that I’ve hired are working on the riskiest and most complicated things.”

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