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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

Depreciation of Assets and Key Strategies for Accurate Valuation

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Mastering Depreciation: Key Strategies for Accurate Asset Valuation

Depreciation is a cornerstone of financial accounting, playing a critical role in accurately representing an asset’s value over its useful life. Beyond its technical definition, depreciation serves as a vital tool for financial reporting, tax planning, and operational strategy. This article dives into the primary methods of depreciation and their strategic importance for businesses aiming to optimize asset valuation.

At its core, depreciation is the process of allocating the cost of a tangible asset over its expected lifespan. It ensures that financial statements reflect the true economic wear and tear of assets, offering stakeholders a clear picture of a company’s financial health. Choosing the right depreciation method is crucial for aligning financial reporting with operational realities.

One of the most commonly used methods is the straight-line method, celebrated for its simplicity. This approach spreads the depreciation expense evenly across the asset’s useful life. While straightforward, it doesn’t always capture an asset’s actual usage pattern, especially for items that experience higher wear and tear in their early years.

For businesses with assets that lose value more quickly in their initial years, the declining balance method provides a better alternative. As an accelerated depreciation method, it assigns higher depreciation expenses in the earlier periods of an asset’s life. This approach can align better with revenue generation during an asset’s most productive years while potentially offering upfront tax advantages.

The units of production method is particularly suitable for assets whose depreciation is directly tied to usage, such as manufacturing equipment or company vehicles. This method calculates depreciation based on output, ensuring expenses reflect actual wear and tear. It’s a practical choice for industries with fluctuating production volumes.

Another accelerated option, the sum-of-the-years’ digits method, combines aspects of straight-line and declining balance approaches. By applying a weighted percentage to each year of an asset’s life, this method suits technology assets or other items prone to rapid obsolescence, offering a balanced middle ground for depreciation calculation.

Selecting the right depreciation method is a strategic decision that extends beyond regulatory compliance. It directly influences financial statements, tax liabilities, and even operational decision-making. Factors such as the asset type, industry norms, and specific usage patterns should inform this choice. For instance, a construction company might benefit from the units of production method, while a tech startup might prefer an accelerated approach for its rapidly depreciating hardware.

Advancements in financial management software have revolutionized depreciation modeling. These tools allow businesses to simulate various depreciation methods, providing data-driven insights to support strategic decisions. Automated tracking, scenario analysis, and real-time reporting capabilities further streamline the process, ensuring compliance and accuracy.

In conclusion, mastering depreciation methods is essential for businesses aiming to maintain accurate financial records and make informed decisions about asset management. Whether choosing simplicity with the straight-line method or leveraging the flexibility of accelerated approaches, businesses that understand and strategically apply depreciation can enhance transparency, optimize tax planning, and improve operational efficiency. By prioritizing accurate asset valuation, companies can better position themselves for long-term success.

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Accounting

Terror suspects share strange similarities; FBI sees no link

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One suspect in the two New Year’s Day incidents being probed as terror attacks was a former U.S. Army sergeant from Texas who recently worked for Big Four firm Deloitte. The other was a U.S. Army special forces sergeant from Colorado on leave from active duty.

Law enforcement officials on Thursday said there appears to be no definitive link between the two deadly events: a truck attack in New Orleans that left at least 15 dead and the explosion of a Tesla Cybertruck outside of President-elect Donald Trump’s hotel in Las Vegas that killed the driver and injured seven. 

But in addition to the military backgrounds of the suspects — they both served in Afghanistan in 2009 — on the day of the attacks they shared at least one other striking similarity: Both men used the same rental app to obtain electric vehicles. 

The driver of the Cybertruck was identified as Matthew Alan Livelsberger of Colorado Springs. He rented the Cybertruck on Turo, the app also used by Shamsud-Din Jabbar, the suspect in the separate attack in New Orleans hours earlier. Turo said it was working with law enforcement officials on the investigation of both incidents.

There are “very strange similarities and so we’re not prepared to rule in or rule out anything at this point,” said Sheriff Kevin McMahill of the Las Vegas Metropolitan Police Department.

The gruesome assault on revelers celebrating New Year’s in New Orleans’ famed French Quarter and the explosion in Las Vegas thrust U.S. domestic security back into the spotlight just weeks before Donald Trump is sworn in as president.

Texas roots

As authorities combed through the macabre scene on Wednesday in New Orleans’ historic French Quarter, they said they discovered an ISIS flag with the Ford F-150 electric pickup truck that barreled through the crowd. Two improvised explosive devices were found in the area, according to the FBI.

Jabbar had claimed to join ISIS during the summer and pledged allegiance to the group in videos posted on social media prior to the attack, according to the FBI. An official said there’s no evidence that ISIS coordinated the attack.

Officials said the 42-year-old Jabbar, who lived in the Houston area, exchanged fire with police and was killed at the scene.

Jabbar has said online that he spent “all his life” in the Texas city, with the exception of 10 years working in human resources and information technology in the military, according to a video promoting his real estate business.

After serving as an active-duty soldier from 2006 to 2015 and as a reservist for about five years, Jabbar began a career in technology services, the Wall Street Journal reported. He worked for Accenture, Ernst & Young and Deloitte.

Jabbar was divorced twice, most recently from Shaneen McDaniel, according to Fort Bend County marriage records. The couple, who married in 2017, had one son, and separated in 2020. The divorce was finalized in 2022. 

“The marriage has become insupportable due to discord or conflict of personalities that destroys the legitimate ends of the marital relationship and prevents any reasonable expectation of reconciliation,” the petition stated.

McDaniel kept the couple’s four-bedroom home southwest of Houston. She declined to comment when contacted at her house in suburban Houston.

Fort Bragg

Jabbar moved to another residence in Houston, which the FBI and local law enforcement spent all night searching before declaring the neighborhood of mobile homes and single-story houses safe for residents. Agents cleared the scene shortly before 8 a.m. local time without additional comment.

Jabbar’s mobile home is fronted by an 8-foot corrugated steel fence that was partially torn apart to provide search teams access. Weightlifting equipment and a bow hunting target were scattered across the broken concrete walkway. Chickens, Muscovy ducks and guinea fowl roamed the property.

Behind the home, a yellow 2018 Jeep Rubicon sat with its doors left wide open and a hardcover book written in Arabic sitting atop the dashboard. The license plate expired in May 2023.

The other suspect, Livelsberger, was a member of the Army’s elite Green Berets, according to the Associated Press, which cited unidentified Army officials. He had served in the Army since 2006, rising through the ranks, and was on approved leave when he died in the blast.

Livelsberger, 37, spent time at the base formerly known as Fort Bragg, a massive Army base in North Carolina that’s home to Army special forces command. Jabbar also spent time at Fort Bragg, though his service apparently didn’t overlap with Livelsberger’s.

Las Vegas Sheriff McMahill said they found his military identification, a passport, a semiautomatic, fireworks, an iPhone, smartwatch and credit cards in his name, but are still uncertain it’s Livelsberger and are waiting on DNA records.

“His body is burnt beyond recognition and I do still not have confirmation 100% that that is the individual that was inside our vehicle,” he said. 

The individual in the car suffered a gunshot wound to his head prior to the detonation of the vehicle.

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Accounting

FASB seeks feedback on standard-setting agenda

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The Financial Accounting Standards Board today asked stakeholders for feedback on its future standard-setting agenda. 

The FASB published an Invitation to Comment and is requesting feedback on improvements to financial accounting and reporting needed to give investors more and better information that informs their capital allocation decision-making, reduce cost and complexity, and maintain and improve the FASB accounting standards codification. 

Stakeholders should review and submit feedback by June 30.

Financial Accounting Standards Board offices with new FASB logo sign.jpg

Patrick Dorsman/Financial Accounting Foundation

“As a result of the significant progress on the 2021 agenda consultation priorities, the FASB staff is once again seeking stakeholder input on the Board’s future agenda and initiatives,” FASB technical director Jackson Day said in a statement. “We encourage stakeholders to take this opportunity to review the ITC and share their views on financial accounting and reporting priorities they think the Board should address going forward.”

The FASB began the current agenda consultation in 2024, doing outreach to over 200 stakeholders, including investors, practitioners, preparers and academics. The discussion in this ITC is based on input received from those stakeholders and does not contain FASB views. Most of those stakeholders said “there is not a case to make major changes to generally accepted accounting principles at this time,” according to the announcement, so many of the topics that were suggested focus on targeted improvements to GAAP.

The board encourages stakeholders to continue to submit agenda requests about needed improvements to GAAP as they arise.

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