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Intuit announces major gen AI upgrades for developers

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Intuit announced major updates to its generative AI development capabilities through recent updates to its proprietary GenOS system.

Officially released last June, Intuit’s GenOS, part of Intuit’s platform architecture, is described as a proprietary Generative AI operating system for Intuit developers, which boasts custom-trained financial large language models that specialize in solving tax, accounting, marketing, cash flow and personal finance challenges as well as a catalog of best-in-class LLMs, including commercial, proprietary and open-source base models for fine-tuning.

Since then, Intuit has experimented with hundreds of different use cases, allowing its engineers and developers to “responsibly design, build, and deploy breakthrough generative AI (GenAI) experiences with unparalleled speed.” These experiments have already yielded customer-facing solutions, like Intuit Assist, which was released just three months afterwards in September 2023.

Intuit believes these latest updates will accelerate its generative AI development capacities even further. Developers have access to a new tool that lets them identify the best LLMs for specific use cases; store, version, retrieve, manage and templatize prompts; gain visibility into exactly how the LLM is decomposing the prompt into discrete tasks to produce a response; and evaluate application performance in terms of quality, latency and cost.

Intuit also pointed to other enhancements to the already existing components of GenStudio, GenRuntime and GenUX.

GenStudio, the developer sandbox, already includes access to Anthropic Claude via AWS Bedrock, Gemini from Google Cloud, LLaMa from Meta AI and Mistral from Mistral AI to supplement its own custom-trained domain-specific LLMs and OpenAI GPT models via Microsoft Azure. Intuit said GenStudio can now add new and updated LLMs in just days.

GenRuntime features an intelligent layer that accesses data and capabilities to perform planning, execution, memory and knowledge retrieval functions as well as tools to ground commercial and open source LLMs in Intuit domain-specific knowledge. GenRuntime now has the ability to enable “agentic workflows.” Agentic workflows, basically, allow an LLM to act on behalf of users to perform tasks or provide assistance by leveraging their capabilities to act as an intelligent intermediary between users and the information or services they require. This allows models to move beyond basic prompting to autonomous planning, reasoning and execution to tackle complex business workflows.

GenSRF—the security, risk and fraud prevention component—now has additional guardrails in addition to its existing extensible and configurable framework that includes embedded safety, privacy and security controls. Intuit also pointed to updates to GenUX, which provides user experience components, widgets and patterns for front-end developers; it said the UX library is continuously updated so developers have the latest UX elements for optimal customer experiences.

Alex Balazs, executive vice president and chief technology officer with Intuit, said that GenOS has already enabled many new opportunities, and he is looking forward to further developments.

“Intuit’s proprietary GenOS is the key to unlocking new opportunities to fuel consumer and small and mid-market business success with GenAI,” said Balazs. “Over the past year, we’ve increased our pace of innovation by enabling product teams to turn new ideas into live customer experiments in just days, and built out our GenOS to speed time-to-market for ideas that rise to the top. We’re proud of the progress we’ve made and fired up about the ‘done for you’ future we’re creating for our customers to power their prosperity.”

Intuit has long been interested in using AI to enhance the functionality of its products but has leaned extra hard into the technology once generative AI became widely available.

In June the company announced plans to lay off about 1,800 workers (see previous story), approximately 10% of its personnel, as part of its larger plans for artificial intelligence.

Intuit said this is not a cost-cutting move, as the company actually expects its overall headcount to grow in fiscal year 2025 and beyond, starting with hiring about 1,800 new people primarily in engineering, product and customer-facing roles such as sales, customer success and marketing. These new staff members will support Intuit’s plans to accelerate investments in generative AI. For example, the company plans to use its proprietary “GenOS” to shift its products from traditional workflows to AI-native experiences. It is planning to hire additional engineers to support this push.

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Accounting

GASB issues guidance on capital asset disclosures

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The Governmental Accounting Standards Board issued guidance today that will require separate disclosures for certain types of capital assets for the purposes of note disclosures.

GASB Statement No. 104, Disclosure of Certain Capital Assets, also establishes requirements and additional disclosures for capital assets held for sale. 

The statement requires certain types of assets to be disclosed separately in the note disclosures about capital assets. The intent is to allow users to make better informed decisions and to evaluate accountability. The requirements are effective for fiscal years beginning after June 15, 2025, and all reporting periods thereafter, though earlier application is encouraged.

The guidance requires separate disclosures for four types of capital assets:

  1. Lease assets reported under Statement 87, by major class of underlying asset;
  2. Intangible right-to-use assets recognized by an operator under Statement 94, by major class of underlying asset;
  3. Subscription assets reported under Statement 96; and,
  4. Intangible assets other than those listed in items 1-3, by major class of asset.

Under the guidance, a capital asset is a capital asset held for sale if the government has decided to pursue the sale of the asset, and it is probable the sale will be finalized within a year of the financial statement date. A government should disclose the historical cost and accumulated depreciation of capital assets held for sale, by major class of asset.

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Accounting

On the move: RRBB hires tax partner

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Suha Uddin

BRIAN BOUMAN MEMORY CREATIO

Suha Uddin was hired as a tax partner at RRBB Advisors, Somerset. 

Sax, Paterson, announced that its annual run/walk event SAX 4 Miler, supporting the Child Life Department at St. Joseph’s Children’s Hospital in Paterson, has achieved $1 million in total funds raised since its inception in 2012.    

Withum, Princeton, rolled out a new outsourcing service offering as part of its sustainability and ESG practice designed to help companies comply with the European Corporate Sustainability Reporting Directive, the mandate requires reporting of detailed sustainability performance as it pertains to the European Sustainability Reporting Standards , effective January 2023.

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Accounting

Armanino takes on minority investment from Further Global

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Top 25 Firm Armanino LLP has taken on a strategic minority investment from private equity firm Further Global Capital Management.

The deal, which closed today, is the latest in the series of investments by private equity in large accounting firms that began in 2021 — but with a key difference, Armanino CEO Matt Armanino told Accounting Today.

“What’s maybe the punchline here — what’s really unique, I think — is that we wanted to focus on a minority investment that allowed us to retain not just operational control of the business, but ownership control of the business,” he said. “Those are some of the guiding principles that we’ve been thinking about over the last number of years, and we felt like if we could accomplish those things strategically with the right partner, it would really be just a home run, and that’s where we think we’ve landed.”

As is common with CPA firms taking on private equity investment, Armanino LLP will restructure to an alternative practice structure, splitting into two independently owned and governed professional-services entities: Armanino LLP, a licensed CPA firm wholly owned by individual CPAs, will provide attest services to clients, and Armanino Advisory LLC, a consulting and advisory firm, will perform non-attest services.

Inside the deal

As have many large firms, Armanino LLP had been looking at private equity for some time.

“We’ve been analyzing the PE trend over the last few years and our discussions with Further Global actually began several years ago, and along the way we confirmed our initial inclination that Further Global would be a great partner for us,” CEO Armanino said.

“We had the opportunity to meet with dozens of leading private equity firms,” he explained. “Ultimately we concluded that Further Global would be the best partner for us based on their expertise in partnering with professional service businesses in particular, and our desire for a minority deal structure.”

Matt Armanino
Matt Armanino

Robert Mooring

While citing Further Global’s “deep domain expertise” in financial services and business services firms, Armanino noted that this would be the PE firm’s first foray into the accounting profession: “This is their first accounting firm deal, and I think they’re only focused on this one at this time.”

An employee-owned PE firm, Further Global invests in companies in the business services and financial services industries, and has raised over $2.2 billion of capital.

Guggenheim Securities LLC served as the financial advisor and sole private placement agent to Armanino LLP, while Hunton Andrews Kurth LLP acted as its legal counsel. Further Global was advised by Pointe Advisory, with Kirkland & Ellis as legal counsel.

“Armanino ranks as high as any CPA firm in the country with the private equity community,” commented Allan Koltin, CEO of Koltin Consulting Group, who has advised Armanino for over two decades. “Their deal with Further Global fit just like a glove. They will keep control and now have the capital structure to compete on the biggest of stages.”

Internally, the Armanino partner group was unanimous in its support for the deal — and in its insistence on only selling a minority stake.

“We’ve had transparent discussions at the leadership level around not only adding an outside investor, but we knew very early on that a minority investment was the best path forward for us, and we were very excited that there was unanimous support from the entire partnership group around that decision,” Armanino said. “This structure is also going to allow the long-term owners and partners of Armanino to maintain full control over our day-to-day operations, and the proud culture that we’ve built.”

“No other firm in the Top 25 has a structure like this, and I think that’s pretty significant,” he added.

Capital plans

The goal of the deal is to give Armanino the capital it needs to take itself to a new level of growth while also addressing some of the most pressing challenges in accounting: investing in technology, pursuing inorganic growth through M&A, and attracting and retaining talent.

The firm has always been tech-forward, and recently has been a major pioneer in artificial intelligence.

“The capital will enable us to fast-track our investments in advanced technology solutions, particularly AI,” said Matt Armanino. “We’ve seen growing desire from our clients to deploy real applications for AI solutions. And while we’ve been at the forefront of automation and AI since the early days, with the development of our AI Lab a few years ago, innovative AI-driven solutions that address our clients’ most urgent challenges remain a top priority for us.”

Beyond technology investments, the firm plans to continue its aggressive M&A strategy, which has brought on 19 acquisitions since 2019.

“Those transactions have allowed us to expand our capabilities and enter into new markets and drive greater value to our clients,” said Armanino. “And we think we can accelerate that now with this capital structure that we have.”

All that M&A has brought the firm a lot of fresh talent, but no firm these days has enough, and that’s a third purpose for the new capital.

“We think there remains a lot of ripe talent across the country out there,” he said. “I think the capital will support our efforts to attract, retain, develop and reward top talent by investing in people who drive our entrepreneurial spirit here at the firm.”

The deal will allow the firm to reward top talent, for instance through equity plans that allow them to extend the firm’s ownership culture beyond the partner group that it has traditionally been restricted to.

“In many cases, for our most senior employees today, there’s not a natural mechanism to align their effort to the success of the firm to the growth of our enterprise value and how that ultimately rewards them,” explained Armanino. “And we are very excited that we have new mechanisms, and plans in place, that are going to allow us to do that very well, and effectively push down the benefits of ownership and that ownership culture to our most senior employees.”

“Finally,” he added, “speaking to our innovative culture — and that’s a big part of our brand — the capital will empower us to say ‘Yes’ more frequently to great ideas, to entrepreneurial ideas and initiatives that truly make a difference for our clients and set us apart as a leader in this industry.”

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