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Fintech SaaS execs discover the enemy within, and it’s AI

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Imagine for a moment, you are the CEO or CRO of a growing fintech company when the news about how artificial intelligence can transform the accounting and finance industries first breaks.

The dollar signs start going off in your head, because you’re already perfectly positioned to be at the forefront of this upcoming boom.

You have the team, and you have the infrastructure, to capitalize on incorporating AI into your existing product offerings, which surely will excite the CFOs and controllers you sell to, making hitting your sales numbers automatic.

These controllers are desperate for technology to help their burnt out staff pick up the slack from the never-ending work that keeps piling onto their plates, and these CFOs are desperately trying to get it all done without incurring additional headcount costs, so they can report back to their board a decrease in cash burn.

Just when you think the opportunity can’t get any better, it does! The tech world announces AI agents, an iterative evolution of the original AI, which can quite literally do staff accounting work (and in some cases, one might argue it can even think at the same level of a staff – I kid! sorta). 

Your software engineers get to work implementing all of these new technologies and features into your product while you and leadership anxiously await the chance to inform the world of how you’re at the front edge of this time and cost-saving technological breakthrough!

Then, as you lay in bed the night before you’re about to make some major marketing campaign announcements, it hits you… as a fintech SaaS company, you sell seats. Your revenue numbers are tied to selling more seats of users on your application.

This dream very quickly became a nightmare.

Stuck between a rock and a hard place

If you missed it, the circular function resulting in a cell error in this situation (more accounting jokes), is that the technology being sold reduces the need for more people, and thus reduces cost… but in order for the company that is selling this technology to grow and report their exceeded sales benchmarks to the board, they need more purchased seats, which necessitates people to fill those seats!

The impasse is that the very thing which is going to help fintech products become better and more valuable to customers and users is also going to be the thing that reduces the number of customers and users.

Let’s also not forget about the optics.

Most accounting technology companies pride themselves on making life easier for the accountants whose work the technology is assisting with, but how much would these accountants want to buy the technology that could theoretically take their jobs?

You can see how this is a difficult situation, for fintech branding, yes; but also for us accountants to grapple with the idea that there is no winning either. We can either be left behind working inefficiently, or advance ourselves out of a job. 

That’s not to say there aren’t the lucky few who master the technology and get on top of it — because every system needs an operator — but why have a team of 10 when you can have a team of five?

To the CFO, this seems like a no brainer … and why wouldn’t the sales teams at fintech companies jump on the chance to appeal to the most critical part of this top level decision maker’s job: saving money.

It seems contradictory, since artificial intelligence is what has created the boom of B2B fintech SaaS companies over the last decade, starting with simple rules-based automations before AI was even a thing.

But as we all know, no opportunity is met without a challenge, and this one has been one brewing underneath all of the opportunities since technology first became the “LIFO the party” (OK, I seriously need to stop with these jokes).

So all doom, no boom?

It’s not all gray skies, as much as it sounds or appears like it may be.

The pivot point is clear and is part of a few other discussions that have been going around for years.

The first is the accounting profession rebrand, which I’ve written about before.

Technology offers us the chance to not just tell the next generation of accountants that their work won’t be as difficult and tedious because AI will help them, but rather that their work will be entirely different.

This may be met sorely by some ears who wish to preserve the traditional ways of working that accounting has been — trust me, I’ll always be a beautiful double entry purest — but we need to be comfortable understanding that beyond the technical theory, what it is that we as accountants do is going to be different.

When sprinklers were invented, gardeners and landscapers didn’t go out of business — they still needed to know where to place the sprinklers, at what interval they needed to turn on, and for how long — but they did need to give up trying to sell their traditional lawn-watering services.

We hate the word “change” in accounting because it sounds like more work, but sometimes change is necessary. Given we are referring to the talent pipeline as a “crisis” inherently means drastic times call for drastic changes.

The second has been the ongoing move to value-based pricing models.

This began when we started questioning if billable hours still made sense, with more work being outsourced and offshored for cheaper rates, and as technology made us more efficient with our work.

It left the room for a while, but the billable hours conversation is back up for discussion, and more importantly for action.

In the same way that fintech SaaS companies are struggling to find a solution to a seat-based pricing model, where AI reduces the number of seats needed; accounting firms are in need of finding a solution to billable hour-based charging, where AI reduces the number of hours needed.

As straightforward as it may sound to move to a “value-based” model, outcomes are not always necessarily the most quantifiable, and ROI has many more factors than the three words that make the acronym up.

Perhaps there’s an actuarial opportunity for roles that help provide clarity to how we place value on these types of activities, but that is a discussion for another day.

Within challenge comes opportunity

We can say that “accountants can do higher-level, more strategic work” all we want, but if accountants don’t view themselves as being more creative, innovative and strategic thinkers, it’ll be a tough service to sell. Plus, if the leadership at companies doesn’t view accountants beyond bookkeeping task rabbits, nor does the mainstream view accountants beyond their traditional number crunching stereotypes, it’ll be nearly impossible to swim against the tide.

What we, as accountants, have on our hands, is a need to show the world that we are capable of much more than what we’ve been pinned as, and most importantly to prove to ourselves that we can not only survive, but thrive in a different environment than SALY’s (OK, that was the last pun, I promise).

But that’s the rebrand hurdle that we’re up against. Not just among ourselves, but the entire business community, and most of society.

While each opportunity presents a new challenge, each challenge presents a new opportunity — so it’s time we start viewing them as such.

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Accounting

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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