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Baby season vs. busy season

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Having a second child wasn’t even in the cards for Erica Goode until she knew she was going to quit her accounting job.

Goode started her career at the Big Four before moving to corporate accounting. Instead of a busy tax season, she had a busy audit season, so when she got pregnant with her first kid she requested a part-time schedule for when she returned from maternity leave. 

“I can do the math,” she said. “I realized that my kid was going to spend more of their waking hours with their daycare provider than they would with me, and I just wasn’t OK with that.” 

Her request was approved after some back-and-forth (flexible work schedules were not something her company at the time was accustomed to offering pre-pandemic), and Goode worked 32 hours a week, four days a week, with Fridays off to spend with her newborn. But not long after returning, she was offered a promotion to a director role that didn’t allow for a reduced schedule. Still, she accepted. 

Then she hit rock bottom. Raising an infant while in her new position left her burned out and depressed: “It was probably the lowest point in my career. It was awful. I didn’t feel good at anything.” 

“I always felt like I was dragging my kid behind me through work,” she said. “I couldn’t even fathom having a second child because I felt like I was not excelling at either being an employee or being a mother, and I like to do things excellently.”

“One day, my husband, who’s also a CPA, brought up the idea, ‘If you quit your job, could we have another kid?'” she recalled. “And it wasn’t until the thought of quitting my job that growing our family felt like something we could actually do.”

So that’s what they did. Goode took a demotion to her previous role, she and her husband worked out their finances, she had their second child and worked a reduced schedule for a year before handing in her resignation to be a full-time, stay-at-home mom. 

After two years, she started her own practice. Now, living in Idaho, she works 15 hours a week — Mondays, Tuesdays and Thursdays while her kids are in school — offering fractional CFO, bookkeeping and tax planning services to 10 clients. 

Not alone
Goode is one of many accountants whose plans to start a family were put on hold or rescheduled to accommodate the profession and its busy seasons. 

In June, Logan Graf, a CPA and firm owner based in Texas, made a post on social media that spotlighted this trend: “This is how toxic public accounting is: We feel the need to time the birth of our children around busy seasons. I’m guilty of this. It’s messed up. I’m not letting busy season dictate when I can have another child anymore.”

Graf wrote the post after his wife had a miscarriage as they were trying for their third child, which they planned to have in the summer following tax season. 

“I think we need to recognize that this is toxic, and the way we’re thinking about it is toxic,” Graf said. “We can choose to think about it differently without virtue signaling and try to create more boundaries for ourselves and ultimately our clients and our employers.”

His post struck a nerve. Over 100 accounting professionals responded across Twitter and LinkedIn shared similar stories of how they had also planned their pregnancies around busy season deadlines, how they had returned to work sooner than they wished, how they were fired or penalized by employers for taking time off for their children’s births, how finding work-life balance in the accounting profession can feel near-impossible at times. 

Goode was one of those respondents. She wasn’t surprised to see how many had experienced similar pressures and done the same as her.

“Collectively, we do a really good job of faking it and everybody looks like they’re doing fine, and I was the same. People would tell you that I looked fine, but I was really crumbling on the inside,” she said. “It was so relieving to feel like you’re not alone. But you also can’t openly talk about it because who are you going to talk about it with? The people in your work who either pay you or rely on you as a peer?”

“It’s something that everybody feels and few people talk about,” she said.

The problem
Planning personal milestones around your work schedule is often simply the most practical and logical decision; the accounting profession is by no means unusual in that regard. But this is the crux of the problem: Accountants are making the intimate, personal choice of pregnancy around antiquated aspects of the profession that experts say need to change anyway. 

Of the accountants who “timed it right,” many say they returned to the office sooner than they wished, or they worked remotely while on leave, because they feared falling behind in their career progression.

For example, after Jody Padar, from Wisconsin, had her first child, she returned to work part-time during the day and went to school for her master’s degree in tax at night: “I felt like if I stayed in this part-time mommy track I was going to lose out. I felt like I wasn’t going to be given the same opportunities.”

But despite any amount of planning, babies will come when they will. Two years later, Padar gave birth to her second child a month and a half prematurely. He stayed in the neonatal intensive care unity for six weeks, and she took another six weeks to care for him at home. But when she returned to the office in mid-June, she was fired immediately. She founded her own firm when her daughter was six and her son was four. She later sold that firm in 2020 and is now a speaker and author known as “The Radical CPA.”

Padar isn’t hesitant to admit that the chip on her shoulder is part of the reason why she — and many other women, she believes — is driven to innovation: “When you’re faced with all of that, you work 10X to get to the same place.”

For Sharon Perry, it took a cancer diagnosis to change her perspective on the profession. Perry, who lives in Canada, worked during tax season through all three of her maternity leaves. She changed firms with each pregnancy. After having her first child, she was put on probation when she returned to work. After her second, she was denied her annual raise. After her third, she lost certain work flexibilities that she had previously established. 

She left her last firm to start her own when her youngest was 15 months old. Then she got cancer. Bedridden for six months, she was forced to downsize her firm and let go of roughly three-quarters of her 1,000 clients. Now nearly a dozen surgeries later, she’s working 25 hours a week and making more now with her smaller client base than she did before. 

Perry’s theory on it all? “Firms need to start recognizing that their people come first,” she said. “I think maybe the top have lost perspective on life. Or maybe they’re out golfing and they’re forgetting the grueling hours that they put in, which was at a different time in society. The times have changed. Quality is more productive than quantity.”

The causes
The pressure to avoid having children during busy season reaches beyond CPAs. Rachel Anevski, founder of a human resources consulting agency in New Jersey, felt it when she was working at an accounting firm as an HR director. She planned to have her two children be born in May and August before the start of the second wave of tax returns. 

It’s ingrained in the profession, she said: “I knew over the years that every baby was born outside of tax season. No September-through-October babies, and no January-through-April babies.”

“No one ever said, ‘We encourage you to have babies where it’s not interrupting business,'” she clarified. “It was that your performance was based upon how many hours you put in. Everything is hour-driven.”

Anevski said the problem is multifaceted. First, the hours-based model for high performance is to blame: “Somebody that can take on more work in the same hours as someone that takes on longer work — you’re not comparing apples to apples all the time, because every client possesses their own specific issues. There are too many variables. You also can’t say that someone who works more hours is the more productive one because sometimes the person who works more hours is just slower.”

The profession’s staffing model needs reworking. “There’s a lack of succession planning, cross-training and development of people. It’s like having a baseball team and you only have one pitcher and no backup. That’s how a lot of these firms manage their clientele,” Anevski said.

It was the profession’s weakness in cross-training staff that Terra Scharf, a bookkeeper from Arkansas, felt when she had her firstborn. She tried to plan the birth for after tax season, but the baby arrived early on April 18. She stayed with her child in the NICU for two weeks, and clients came to the hospital to meet with her because there was simply no one else to do the work. With the birth of her second child, she was back in the office after only two weeks.

Heather Chappelle, director of HR at BMSS, an Accounting Today Best Firm to Work for in Alabama, highlighted another root of the problem: The leadership of accounting firms does not always practice what they preach.

“It’s one thing to say you can take off early and go to every basketball game that your son has, but when none of the partners do it, it makes you feel like you can’t actually do it,” Chappelle said. “The younger staff are definitely looking and watching, and when they see all the senior managers and partners sitting in their office for 60 hours a week and missing their kids’ stuff, it makes it hard to feel like you can take advantage of whatever the firm is doing.” 

That was the case for Isaac St. John from Michigan, while working at a Top 15 firm. “Even though the HR policies are there, people aren’t taking it because it’s perceived that it’ll take away from your ability to progress quickly,” he said. 

St. John was on the path to partner when he started his family. Both his children were born in February, and both years St. John apologized to his team partner for what felt like leaving them in the lurch.

“I started to realize that no one was really doing family life like I wanted to,” he said — so he left to start his own firm. 

Aaron Krafft from Indiana calls it “an unwritten rule to not take time off.” It dawned on him while working at the Big Four as a newlywed when he left work to have Valentine’s Day dinner with his wife. Afterward, he returned to the office to make up the hours but was reproached for having left at all.  

“I went through three busy seasons there, and it was blatantly obvious to me that the way I wanted to raise a family was just not going to be possible there,” he said. So Krafft left and started his own firm. He’s two for two on summer births and hates that tax season is the reason why. 

Similarly, Logan Allec from California married while working at a Big Four firm. It wasn’t easy, and that was enough for him to leave and start his own firm before having kids. 

“If I can’t even hack it with just being married, how am I going to hack it with kids? It’s just a recipe for divorce,” Allec said. “And I’ll probably offend some people out there, but at least for me, I could not see how I could be a good husband and father while working those kinds of hours.”

The repercussions
For firms, the consequence of this trend is losing out on innovative talent amid an ongoing labor shortage. Many accountants cited the need for more flexibility to start a family as a reason they founded their own firms. But the impact of the work pressures on the individual accountant can be profound too. 

Jackie Meyer had worked in the Big Four and then at a small firm before starting her own practice in Texas. When she started having kids (both planned and born in December), she was diagnosed with chronic fatigue, a medical condition that causes long-term extreme exhaustion and impacts concentration and short-term memory.

Though the causes of chronic fatigue aren’t well understood, Meyer says the start of her symptoms coincided after the birth of her first child when she was skipping lunches and working through the nights because it was the only time she could work undisturbed. 

“These are basic things that I think accountants tend to overlook all the time because they’re always prioritizing the work,” she said. 

Meyer said these habits were instilled into her. While starting out in the Big Four, she remembers once getting chewed out by a partner for taking a day off during the slow season for Lasik eye surgery, and “constantly competing with other staff members on who would stay the latest and who would show up the earliest.”

The solution
Making resources accessible is the first part of a multistep solution. Wiss, another Accounting Today Best Firm to Work For, based in New Jersey, is taking steps to do this: It uses software called LeaveLogic that helps employees confidentially plan their leaves by pulling together federal and state laws along with the company’s supplemental programming. 

The push to install the system came from its chief people officer Lauren Dunn’s own experience with pregnancy and understanding the feeling of not being ready to tell employers or HR yet, but still wanting to plan ahead.

Building a strong operations or HR department so accountants have support beyond their managers and partners is crucial too. “Ultimately, it’s about being transparent and being human, and communicating that,” Dunn said. 

Many firms have programs for new parents or people planning to start families, but getting accountants to actually utilize those programs and take the time off they want is the real challenge. That requires a greater change at the firm-wide level.

For one, the measure of success needs to shift away from the number of hours an accountant can clock. Wiss, for instance, has no minimum hour requirements, and redesigned its annual performance reviews around alternative measures of success such as collaboration, conscientiousness, attitude, professionalism, communication, IT and computer skills, and problem-solving. When looking to promote, in addition to reviews, they consider factors such as client relationships, business development, financial performance, strategic alignment and leadership potential.

Firm leadership must also play an active role in setting the tone. Wendy Edgar, Americas HR director at EY, points to the Big Four firm’s new global chief executive, Janet Truncale, as an example: “When you have leaders at the very top that also did this — Janet has had her children and done the work — it builds inside the culture. I don’t think it’s as hard for people to say, ‘I’m taking time off. I’m going to be with my family. I’m going to take my full parental leave,’ because they’re working for people that did that too and that was important to them.”

“The more companies that do it, the more it becomes societal,” Edgar added. “If everybody did more with time off, if everybody did more with wellbeing, then the work environment is stronger.” 

The final solution, and perhaps the tallest of orders, is mitigating the slam of busy season by managing client load and client expectations, and establishing processes to distribute the work of the crunch periods throughout the entire year. 

Until then, the pressures on individual accountants need to be alleviated to enable a sustainable work-life balance. This can be achieved by improving the staffing model “by cross-training, by recognizing that you need teams to understand certain clients, and then preparing for it and building strong boundaries,” Anevski said. 

But the hard truth is that some firms simply lack the bandwidth to install sweeping change, and the jury is still out on how quickly — or rather, how slowly — the ones that do have the bandwidth are doing it. 

Goode said that she sees change happening, but not quickly enough: “I don’t think they’re the Big Four yet. I don’t think they’re middle market. I think they’re smaller firms that are doing it right and they will slowly change the path.”

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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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Accounting

Modernizing Internal Controls: Machine Learning and Continuous Monitoring in Auditing

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Internal audit departments and corporate risk managers are modernizing internal control frameworks by shifting from periodic sampling techniques to continuous monitoring and machine learning analytics. As operational data volumes increase across enterprise organizations, automated control testing ensures financial integrity, prevents corporate fraud, and streamlines annual audit engagements.

The Limitation of Periodic Audit Sampling
Historically, internal and external auditors evaluated internal controls by reviewing random samples of financial transactions—often analyzing less than five percent of total ledger entries. In complex enterprise environments, periodic sampling methods carry inherent risks of overlooking localized financial misstatements, unauthorized disbursements, or operational control breakdowns.

In 2026, progressive internal audit functions are utilizing automated continuous monitoring platforms that evaluate one hundred percent of financial transactions in real time. Continuous control auditing systems continuously monitor general ledger entries, procurement approvals, and expense reimbursements across all operating subsidiaries.

AI-Powered Fraud Detection and Anomaly Identification
Machine learning models trained on historical corporate financial data excel at identifying subtle transactional anomalies that indicate potential fraud or operational error. Automated systems instantly flag duplicate invoice payments, unapproved vendor creation, unusual journal entry timing, and unauthorized override of authority thresholds.

When an anomaly is detected, the automated auditing platform generates an instant risk alert, allowing internal audit teams to investigate root causes immediately. Early detection prevents minor operational errors from escalating into material weaknesses in financial reporting.

Streamlining External Audit Preparation
Continuous internal control monitoring delivers significant benefits during annual external financial audits. External audit firms can review continuous audit logs and automated control testing documentation, reducing the time required for manual field testing.

This integrated approach lowers overall audit compliance fees, reduces administrative burdens on corporate accounting staff, and provides senior management and audit committees with real-time visibility into the organization’s overall risk profile.

Core Implementation Guidelines
1. Transition to 100% Data Testing: Replace legacy sampling methods with automated continuous audit monitoring systems.
2. Deploy Anomaly Detection Algorithms: Implement machine learning models to identify unauthorized transactions and operational control overrides.
3. Align Internal and External Audit Workflows: Coordinate continuous control testing protocols with external auditors to optimize annual compliance cycles.

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