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PCAOB warns auditors about AI and PE

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Public Company Accounting Oversight Board officials are sounding a cautious note about the spread of artificial intelligence technology private equity funding at auditing firms.

Speaking Tuesday at the AICPA Conference on Current SEC and PCAOB Developments in Washington, D.C., PCAOB acting chair George Botic acknowledged the opportunities and challenges offered by both AI and PE, as he did in a recent interview with Mark Firiedlich for Accounting Today.

“From what I have observed at this early stage of its adoption by accounting firms, AI has the potential to transform how audits are performed and to improve the quality of audits,” he said at the conference. “For example, AI can already enhance risk assessment and evidence gathering by making it possible to efficiently analyze entire populations in certain scenarios, which can significantly reduce the risk of missing irregularities or unusual patterns. Overall, this points to a future where AI helps automate manual processes and thereby enables auditors to focus on areas that require judgment. Auditors may “find their work enriched. Tasks that are tedious have been [or will be] outsourced to machines.”

But Botic also sees a negative side to AI with the potential erosion of critical thinking, skepticism and professional judgment by auditors. “However, research has also shown that a growing dependence on AI has the potential to erode qualities that go to the core of what it means to be an effective auditor,” he said. “A recent MIT study found that using AI poses a risk to critical thinking, even going as far to suggest that the usage of large language models could actually harm learning.

“AI may also threaten auditors’ professional skepticism and judgment,” Botic added. “There are academic studies that outline the risk of becoming reliant on agentic AI, warning auditors of placing too much trust in technology outputs. These risks will also necessitate the identification of new and different paths for junior auditors to gain those important skills either from the academic community or after they are employed by accounting firms.”

Private equity issues

Botic sees pluses and minuses with private equity investments in accounting firms in the U.S. and abroad. 

“In terms of opportunity, private equity capital arguably provides many benefits,” he said. “It can be used to assist firms with recruitment, retention, and succession planning as well as to finance investments in technologies including AI. Private equity investments can also accelerate a firm’s growth by funding the expansion of existing business lines of service, the entrance into new business areas, and the acquisition of other firms through individual purchases or as roll-up transactions. By increasing firm capacity, modernizing audit tools with advanced technologies, and creating efficiencies, these opportunities have the potential to enhance a firm’s ability to consistently perform quality audits.”

However, as with AI, he sees risks with PE as well. “But these opportunities also come with risks that, I believe, warrant further discussion and input from all market participants,” said Botic. “Private equity firms are ultimately seeking returns for investors by focusing on accelerating growth and looking ahead to selling their interests to another buyer in the private or public markets. To be clear, seeking returns for investors is not inherently problematic, but that short-term focus may, over time, begin to shift firm incentives so that profitability outweighs audit quality.”

He cited a recent study by Accountancy Europe that warned about the pressure for increased profitability that could lead to cost-cutting, aggressive fee negotiations and rapid expansion strategies by PE-funded auditing firms that could put strains on the staff and cause them to spend less time to exercise professional judgment and skepticism and weaken their controls and independence.

“Moreover, consolidation driven by private equity roll-ups may reduce the number of accounting firms performing public company audits, thereby concentrating market power and potentially leaving smaller public companies with far fewer auditors competing to provide them with audits,” said Botic. “Both AI and private equity investments in accounting firms carry the potential to truly reshape the profession. Yet these opportunities come with clear challenges to ensure that overreliance on AI and the pressures of private equity do not jeopardize audit quality.”

Botic compared the PCAOB to one of his favorite Christmas movies, “It’s a Wonderful Life.”

“Similar to George Bailey’s experience of seeing a world without him in it, a world without the PCAOB would not include the following three pillars of investor protection,” he said.

PE warning

He was followed by another PCAOB official who sounded similar warnings. 

“Keep an eye on the rise of private equity firms investing in audit firms,” said Christine Gutia, director of the PCAOB’s Division of Registration and Inspections. “This is an area that we are paying careful attention to. Certainly private equity has poured billions of dollars of new capital into CPA firms over the last several years. Of the more than 90 significant PE-related transactions and firm mergers since 2020, more than half of those deals occurred so far this year, 2025. As others have shared, these investments present both opportunities and risks for audit quality. For example, private equity can fund succession planning, finance technology investments and support talent recruitment. It can help firms grow and potentially improve quality controls, and thus audit quality. Of course, investments by private equity firms can be especially appealing to smaller firms since investments in these firms can help make them more competitive.”

However, she too sees possible “cracks in the roof.” “Private equity threatens to increase pressure on profitability, which can lead to reduced staffing on audit engagements, fewer specialists and maybe other resource constraints,” said Gutia. “The risks also include threats to auditor independence and audit firm culture. So we’ll be focused on these areas, amongst others, especially when we’re performing our quality control inspection procedures at firms that have undergone or are in the process of seeking private equity and other alternative practice structure changes.”

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Christine Gutia, director of the PCAOB’s Division of Registration and Inspections, at the AICPA Conference on Current SEC and PCAOB Developments

She sounded a warning about AI as well. “The second area also has been spoken about quite often so it’s no surprise that continuing our look into the future would not be complete without understanding how artificial intelligence figures into the equation,” said Gutia. “As with private equity, there are both opportunities and risks here as well. AI has the potential to improve audit quality, but the human element cannot be removed. So PCAOB inspectors will continue to be focused on AI as well in our 2026 work. Our inspectors frequently meet with firms,  generally the larger firms, to learn and understand where they and sometimes their issuers are using new technology, especially AI. Many firms have invited us to view demonstrations of their new tools, and do so generally while they’re piloting them, before they actually roll them out to the larger population of issuer audit clients.”

The PCAOB is keeping a close eye on AI use at firms. “We try as much as possible to incorporate developing an understanding of audit firms’ innovative and technology approaches into our inspection processes, and at a firm level that includes performance of our quality control inspection procedures, in addition of course to what we see if anything used in the audit files we select for review,” Gutia added. “Audit firms seem to agree that the human element is paramount in the execution of high-quality audits, so while new technologies and artificial intelligence are tools that help enable an audit’s execution, professional skepticism, professional judgment, and supervision and review remain as fundamental as ever to an auditor’s responsibility and therefore will remain as a key focus of ours.”

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SEC’s Semiannual Reporting Proposal Faces Investor Pushback: What CFOs Need to Know

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U.S. Securities and Exchange Commission (SEC)

A proposal from the U.S. Securities and Exchange Commission to potentially shift some public companies away from quarterly financial reporting toward a semiannual model is drawing significant pushback from investors, even as it continues moving through the regulatory process. The debate has direct implications for corporate finance teams, auditors, and the broader transparency of U.S. capital markets.

What the SEC Proposed

According to a summary published by accounting advisory firm Cohen & Co., the SEC issued a proposed rule on May 19, 2026, aimed at simplifying financial reporting requirements for many U.S. public companies. The proposal would potentially reduce the frequency of certain mandatory disclosures from quarterly to semiannual, a structural change that has not been made to core U.S. reporting requirements in decades.

The proposal follows an extended debate within U.S. policy circles, with proponents arguing that reduced reporting frequency could lower compliance costs and free up management time for longer-term strategic planning rather than quarter-to-quarter results management.

Why Investors Are Pushing Back

Comment letters submitted in response to the proposal have been extensive, and according to Cohen & Co.’s review of the public record, investors “appear to be largely opposed” to the shift, viewing frequent interim reporting as a core benefit of U.S. capital markets relative to other jurisdictions.

Accounting and law firms have taken a more measured position, generally urging any changes to remain aligned with the Financial Accounting Standards Board (FASB), whose existing disclosure requirements and guidance are built around a quarterly reporting cadence. A shift to semiannual reporting without corresponding changes to FASB guidance could create friction between SEC filing requirements and GAAP-based disclosure expectations.

Lessons From the U.K. Experience

The debate is not without precedent. The United Kingdom moved away from mandatory quarterly reporting for listed companies in 2014, returning to a semiannual disclosure requirement. According to Cohen & Co.’s analysis, that experience offers a cautionary data point: there was no measurable increase in capital expenditure or R&D investment following the change, while analyst coverage of affected companies declined as reliable interim information became less available — a particular risk for smaller and newly public companies that rely on analyst coverage to maintain investor visibility.

Practical Implications for Finance Teams

Beyond the debate over disclosure philosophy, the proposal carries practical complications. Many companies have debt covenants and credit agreements structured around quarterly financial delivery; a shift to semiannual reporting could require renegotiating those terms. Reduced reporting frequency would also extend the “window of market silence” between disclosures, a factor that governance and investor-relations teams would need to manage carefully to avoid information asymmetry.

Separately, and unrelated to the reporting-frequency debate, the SEC and FASB have continued finalizing more routine updates this year. New Accounting Standards Updates are taking effect for December 31, 2026, fiscal year-ends covering income tax disclosures, credit loss measurement, induced debt conversions, and stock compensation, according to Eide Bailly’s review of 2026 ASU activity. Additional guidance on paid-in-kind dividends and environmental credits is also on the near-term horizon.

What to Watch Next

The semiannual reporting proposal remains in the comment and review phase, and no final rule has been adopted as of this writing. Finance leaders should monitor the SEC’s regulatory agenda for further movement, while treating the current quarterly reporting requirement as the operative standard until any final rule is issued and an effective date is set.

Given the extent of investor opposition documented in the comment file, a full shift to mandatory semiannual reporting appears more likely to result in either a scaled-back compromise or continued study rather than swift adoption — though the SEC’s ultimate direction remains uncertain.

 

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Accounting

AI-Driven Automation and Continuous Accounting Frameworks

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The accounting profession is undergoing a fundamental structural transition as enterprise finance departments shift from periodic month-end closes toward automated continuous accounting models. By integrating specialized machine learning algorithms directly into enterprise resource planning (ERP) platforms, chief accounting officers are transforming financial reporting from a retrospective exercise into a real-time operational asset.

The Shift from Periodic Close to Continuous Financial Reporting
Traditional accounting workflows heavily relied on manual data reconciliation, spreadsheet calculations, and multi-week closing cycles at the end of each fiscal period. In contrast, continuous accounting frameworks utilize automated software agents to process, validate, and post transactional data in real time as business activities occur.

Automated bank reconciliation tools cross-reference incoming bank feeds, invoice records, and purchase orders automatically. By resolving transactional variances instantly throughout the month, corporate accounting teams eliminate the traditional workload spikes associated with quarterly and annual closes.

Machine Learning in Audit Trails and Anomaly Detection
Advanced natural language processing (NLP) and machine learning tools are redefining internal audit and financial control environments. Automated systems analyze 100% of general ledger entries, identifying anomalous transactions, duplicate payments, and unauthorized journal entries in real time.

Rather than relying on random statistical sampling, corporate internal auditors can focus their attention on high-risk flags automatically surfaced by algorithmic monitoring platforms. This continuous risk assessment strengthens internal controls over financial reporting (ICFR) and significantly reduces fraud risk.

Evolving Roles for Accounting Professionals
As routine data entry and manual reconciliation tasks become fully automated, the skill set required for accounting professionals is shifting toward data analysis, system design, and strategic business advisory.
– Systems Governance: Accountants are increasingly responsible for monitoring algorithmic accuracy and managing data integration pipelines.
– Business Partnership: Finance professionals leverage real-time financial dashboards to advise operational leaders on margin management and working capital allocation.
– Regulatory Compliance Management: Accounting teams utilize automated platforms to ensure compliance with dynamic tax codes and international accounting standards.

Core Implementation Recommendations
1. Deploy Automated Reconciliation Tools: Integrate continuous transaction processing modules into existing enterprise ERP architectures.
2. Establish Algorithmic Governance Controls: Implement strict internal testing protocols to ensure automated accounting rules comply with GAAP/IFRS standards.
3. Reskill Accounting Teams: Invest in training finance staff on data analytics, workflow automation, and predictive financial modeling.

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Accounting

Global ESG Reporting Standards and Double Materiality Compliance

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Corporate accounting departments face expanding reporting expectations as international sustainability disclosure standards achieve regulatory enforcement across major global jurisdictions. Chief Accounting Officers (CAOs) and corporate controllers are establishing rigorous internal accounting controls to treat Environmental, Social, and Governance (ESG) metrics with the same data precision, auditability, and governance as traditional financial statements.

Regulatory Harmonization Under Global Sustainability Frameworks
The implementation of standardized sustainability reporting frameworks—notably rules established by international sustainability accounting boards—has created unified expectations for public and large private enterprises. Corporations must report standardized metrics covering greenhouse gas emissions (Scope 1, 2, and material Scope 3), energy utilization, workforce demographics, and supply chain governance.

In Europe and other participating international jurisdictions, double materiality principles are mandatory. Under double materiality, organizations must report both how external sustainability risks impact corporate financial performance, and how internal corporate operations affect surrounding environmental and social structures.

Integrating Sustainability Metrics into Core ERP Systems
To provide auditable non-financial data, enterprise organizations are integrating specialized carbon accounting and ESG management platforms directly into core ERP systems. Automated data collectors capture energy utility invoices, logistics fuel consumption metrics, and vendor compliance records in real time.

Establishing automated, traceable data pipelines ensures that non-financial reporting is supported by clear audit trails. This structured approach allows external financial auditors to provide reasonable assurance on sustainability disclosures during annual corporate reporting cycles.

Financial Impacts and Capital Market Disclosure
Accurate ESG reporting directly influences corporate cost of capital and institutional credit ratings. Commercial lenders and institutional asset managers systematically incorporate sustainability metrics into risk pricing models. Companies that demonstrate transparent, verifiable progress in operational energy efficiency and climate risk mitigation benefit from expanded access to green bond markets and lower debt pricing.

Action Steps for Accounting Leadership
1. Implement Double Materiality Frameworks: Conduct comprehensive assessments to identify material financial and operational sustainability metrics.
2. Build Auditable Non-Financial Data Pipelines: Automate ESG data collection within core accounting software to ensure data integrity.
3. Align Sustainability with Annual Financial Filings: Prepare non-financial disclosures concurrently with financial statements to satisfy regulatory audit expectations.

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