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PwC expects end-to-end AI audit automation within 2026

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Big Four firm PwC estimates that, at the rate they’re developing new solutions for their audit professions, complete end-to-end integration of AI in the audit cycle is about one year away. 

Speaking from the firm’s NYC office during a briefing, Shawn Panson, U.S. assurance transformation leader, said that end-to-end AI-driven automation should be expected sometime within calendar year 2026. This is because there already is, or soon will be, a tool for every step of the audit process from planning to risk assessment to walkthrough to evidence collection to testing to, finally, financial statement review and tie-out. Ultimately it is hoped that these tools will help both audit efficiency and quality. 

Right now, PwC professionals already have a tool for audit planning, Simplified Audit for Private Business, which he said “essentially helps the planning part of the audit” by ingesting prior year information and auto-populating a planning document that can be used as a foundation for considering a process’ compliance with AICPA standards. He said both saves time and enables auditors to ask better questions as they will better understand the changes that took place in a business since the last audit. It is specifically designed for auditors working with private company clients undergoing AICPA audits, versus public. This is the first year PwC auditors are using this tool as part of their planning. 

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PwC offices in London

Leon Neal/Photographer: Leon Neal/Getty Im

He added later that PwC plans to soon have a tool for the next step in the process, risk assessment, which he said will help people make smarter decisions about what is and is not scoped in the audit. 

For the walkthrough, PwC already has its Advanced Walkthrough Assistant, which uploads relevant information, including prior year walkthroughs and current year documentation, then analyzes it to generate a tailored work plan, standardizing the walk through process, highlighting if anything is missing or changed from last year, capturing key documentation of controls and risk and generating documentation for review. Jennifer Kosar, PwC U.S. assurance AI leader, noted this has traditionally been one of the more tedious parts of the audit process. 

“One, in large global organizations, [it’s] actually quite challenging to follow a transaction from inception to recording. And two, what you can probably imagine is people would ask, Well, why do I have to do it every year? Things don’t change that much in large organizations in terms of how things work, but we are required to do so, in fact, to determine that things have not changed,” she said. 

Panson said they also expect to have solutions for automated controls testing that will operate similarly to their current software for evidence matching, called Evidence Match.

Kyle Maryanski, PwC U.S.’s assurance partner and next generation audit leader, explained Evidence Match as an agent-led audit module that automatically extracts matching and validating evidence against documents. Integration with the assurance skills library allows the software to support testing in high volume areas like cash, accounts receivable and accounts payable. Each match includes a clear evidence trail and everything is documented and organized. 

Maryanski noted that this tool was designed not with the way audits ought to go in mind but the way they usually do in the field. 

“We had to build this not just to ingest a PDF. We had to ingest 20 different kinds of documents. The client may hand you a napkin! So we had to build these tools to fit the masses, what our clients do and the way we perform. I think that’s some of the challenges for building these well and building them right. [But] we’ve seen the confidence [is] there,” he said. 

Finally, said Panson, PwC is also planning to equip its auditors with tools to guide the financial statement review and tie-out portion of the process. Right now, the firm has a tool called Audit Innovation Hub which is currently being tested with certain asset and wealth management engagement teams, though they plan to expand the pilot in the near future. The tool automates and streamlines auditing tasks related to the financial statement tie-outs and various testing procedures related to non-registered fund-to-fund audits conducted under AICPA auditing standards. The platform automates certain portions of audit procedures by extracting, organizing, and testing financial data and documents. 

“So you see, for calendar 26, that is our hope. We have work to do but you can see how it all comes together for 26 in an integrated fashion,” he said, adding that these tools will then be built into “one global new agentic platform for all our practitioners across PwC and global assurance, which we expect to have our within the next year and a half after that.” 

He added later that this increasingly AI-driven approach to auditing has began shifting what they look for in entry-level hires. He said that “hopefully” accountants will walk a dual path of both CPA and data science or computer science. This is in addition to the hires that come purely from the tech and engineering world. 

“We’re definitely looking for different skills, as well as engineers that we’re now hiring that we would have never hired into the assurance practice before. Not all those people will definitely be dual track CPAs and those things, but we’re certainly looking for more of the dual track so people can serve both those purposes. I think it’s early days, but we’re certainly starting to see a shift,” he said. 

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Accounting

Continuous Auditing Transforms Corporate ERPs

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continuous auditing transforms corporate erps

As corporate accounting departments cross the threshold into late July 2026, the adoption of continuous, automated auditing systems has reached a definitive turning point. Driven by advances in artificial intelligence and deep integration with modern Enterprise Resource Planning (ERP) platforms, leading finance organizations are moving away from traditional, periodic post-hoc audits in favor of real-time, 100% transactional verification. This technological transition is redefining internal control environments, reducing compliance costs, and eliminating the structural delays inherent in legacy quarterly closing processes.

Unlike traditional auditing frameworks that rely on statistical sampling—a process that inevitably leaves operational blind spots—continuous auditing software monitors operational data feeds continuously. Every purchase order, electronic invoice, payroll disbursement, and cross-border wire transfer is automatically cross-referenced against established corporate governance parameters, regulatory tax schedules, and anti-fraud algorithms in real time. Anomalies or unauthorized ledger entries are flagged instantly, allowing internal audit teams to investigate and remediate compliance gaps immediately rather than months after the close of a financial period.

The implications for executive financial management are far-reaching. By embedding continuous verification directly into daily transaction workflows, chief financial officers gain uninterrupted visibility into the organization’s true financial standing. Real-time balance sheet auditing eliminates the severe operational bottlenecks associated with month-end and quarter-end financial reconciliations, freeing accounting professionals to focus on strategic financial modeling, tax planning, and capital allocation rather than manual data entry and spreadsheet consolidation.

However, implementing continuous auditing requires accounting leadership to invest heavily in data governance and technical upskilling. Internal audit teams must evolve from manual ledger reviewers into system architects capable of auditing complex algorithms and validating automated data pipelines. Accounting firms and corporate controllers that master continuous auditing will establish a resilient compliance framework capable of meeting stringent international regulatory standards with total transparency.

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Accounting

U.S. Imposes New 50% Tariffs on Canadian Imports Under Rare Legal Provision

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U.S. Imposes New 50% Tariffs on Canadian Imports Under Rare Legal Provision

WASHINGTON — In a major escalation of cross-border trade friction, U.S. President Donald Trump has signed executive orders imposing new 50% tariffs on a wide selection of Canadian exports, citing discriminatory practices by Ottawa targeting American auto, dairy, and beverage industries.

The new duties, announced Monday, will take effect in 30 days. They target a broad spectrum of consumer and industrial goods—ranging from wine, liquor, and milk products to commercial cement, furniture, clothing, and hockey equipment.

Untested Legal Mechanism

To enact the sweeping measures, the administration invoked Section 338 of the Tariff Act of 1930—a rarely used legal provision allowing the executive branch to levy additional tariffs of up to 50% on foreign nations deemed to discriminate against U.S. commerce.

White House officials noted that Section 338 addresses trade discrimination rather than national security or economic emergencies. The move comes months after prior global emergency tariffs faced legal challenges in domestic courts, signaling Washington’s pivot toward alternate statutory authorities to maintain import duties.

Senior administration officials briefed reporters that the measure directly responds to Canadian provincial bans on U.S. alcohol, restrictions on American vehicle exports, and import quota disparities affecting U.S. dairy and cheese producers relative to third-party trading partners.

“While the administration continues to secure reciprocal trade agreements globally, Canada retaliated against efforts to protect domestic industry,” U.S. Trade Representative Jamieson Greer stated.

USMCA Impact and Carve-Outs

Significantly, the newly ordered 50% duties will apply to designated items even if they otherwise comply with the United States-Mexico-Canada Agreement (USMCA).

However, the administration confirmed key targeted exemptions:

  • Energy products (including oil and natural gas)
  • Potash and critical minerals
  • Fish and seafood
  • Goods already governed by sector-specific duties (such as existing steel and aluminum tariffs)

Administration representatives emphasized that the tariffs do not stem from recent disputes concerning drifting Canadian wildfire smoke, noting that policy options regarding environmental spillover remain under separate review.

Canadian Response and Market Reaction

Following the White House announcement, the Canadian dollar experienced a sharp decline against the U.S. dollar, falling approximately 0.4% during evening trading.

Canadian Prime Minister Mark Carney issued a statement emphasizing that Canada’s earlier counter-duties had merely matched previous U.S. trade actions. “Canada stands ready to engage intensively to address outstanding issues with the U.S. to the mutual benefit of our citizens,” Carney stated, pointing to detailed proposals Ottawa submitted to modernize the USMCA framework.

Ontario Premier Doug Ford took a firmer stance, urging a “dollar-for-dollar” reciprocal response if the measures go into effect on August 19.

With a 30-day implementation window before the duties officially lock in, industry associations and trade groups on both sides of the border are calling for urgent bilateral negotiations to avert further supply chain disruption across North America.

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Accounting

Automated Continuous Auditing: Transforming Compliance and Real-Time Financial Oversight

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Transforming Compliance and Real-Time Financial Oversight

The traditional accounting paradigm—defined by periodic monthly closures and post-hoc annual audits—is rapidly giving way to continuous, automated financial oversight. As of July 2026, forward-thinking accounting practices and multinational corporate finance departments are leveraging continuous auditing systems powered by advanced machine learning models. These systems monitor operational transactions in real time, shifting audit methodologies from sample-based post-analysis to absolute, 100% transaction-level verification.

The operational advantages of continuous auditing are transformative. Standard auditing procedures historically relied on statistical sampling, which, despite rigorous methodology, inherently left gaps where anomalies or fraudulent transactions could go undetected for months. Modern continuous auditing platforms integrate directly with enterprise resource planning (ERP) databases, instantly cross-referencing purchase orders, invoices, bank feeds, and tax records. Any deviation from established control parameters or unusual transaction behavior triggers immediate flags for internal audit teams, dramatically reducing detection lag from quarters to seconds.

Beyond fraud prevention, continuous auditing fundamentally alters internal reporting and decision-making. Executive leadership no longer has to wait weeks after the close of a quarter to evaluate precise financial standing; real-time verified ledger data provides an uninterrupted view of operating margins, tax liabilities, and cash flow dynamics. This real-time visibility enables corporate controllers to adjust capital allocation strategies dynamically, mitigating liquidity constraints and capitalizing on emerging commercial opportunities far more efficiently than competitors bound to legacy reporting cycles.

However, implementing continuous auditing requires accounting professionals to acquire new analytical capabilities. The role of the auditor is evolving from manual data reconciliation toward system validation, algorithmic model governance, and strategic risk interpretation. Accounting firms and corporate finance departments must invest in continuous technical education, ensuring that audit staff possess the data engineering skills necessary to design, maintain, and evaluate complex automated compliance systems.

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