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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

Key Factors to Select for Optimal Bookkeeping Software Solution

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Selecting the Optimal Bookkeeping Software Solution: Key Factors to Consider

In today’s fast-paced, digital environment, businesses have an abundance of bookkeeping software options to choose from. However, not all platforms are equally suited to every organization’s needs. Selecting the ideal software requires thorough research and evaluation to ensure it effectively supports accounting processes, enhances efficiency, and meets the business’s unique operational demands. This article highlights key factors to consider when choosing the optimal bookkeeping software solution.

User Access and Permissions

A critical starting point in selecting bookkeeping software is determining the number of users who will need access. Many software providers structure their pricing plans based on the number of users, making it essential to assess how many employees, accountants, or managers require permissions to view, edit, or manage financial data. This consideration not only influences costs but also ensures that appropriate security settings are in place to protect sensitive financial information. Businesses should prioritize platforms that offer customizable user roles and permissions, allowing access to be granted according to each individual’s responsibilities.

Integration Capabilities with Other Systems

The ability of bookkeeping software to integrate seamlessly with other operational systems is essential for efficiency. Many modern solutions offer built-in integrations with bank accounts, credit cards, payroll software, customer relationship management (CRM) platforms, e-commerce tools, and inventory management systems. Such integrations reduce the need for manual data entry, minimize the likelihood of errors, and enable real-time financial tracking. For businesses that rely heavily on multiple tools, it is crucial to choose bookkeeping software that supports smooth data exchange across platforms to streamline processes and enhance productivity.

Robust Reporting and Financial Statement Generation

Effective bookkeeping software must offer advanced reporting capabilities that align with standard accounting practices and business-specific needs. The software should provide customizable reports that allow businesses to track critical metrics, such as cash flow, profit margins, and accounts receivable. Reporting flexibility ensures that stakeholders—whether internal or external—receive clear and actionable financial insights. Additionally, the ability to generate compliant financial statements, such as income statements, balance sheets, and cash flow statements, is essential for meeting regulatory requirements and supporting strategic decision-making.

Mobile Access and Cloud Technology

As remote work becomes increasingly common, cloud-based bookkeeping software solutions have grown in importance. Cloud platforms allow users to access financial data securely from any location, using mobile devices or web browsers. This flexibility ensures that accounting teams and business leaders can monitor and manage financial information on the go, facilitating faster decision-making. When selecting bookkeeping software, businesses should assess their mobile access needs and choose platforms that offer reliable mobile apps or responsive interfaces that enhance accessibility and collaboration.

Industry-Specific Features

Certain industries—such as construction, nonprofits, retail, and professional services—have unique accounting requirements. For example, construction companies may need to track project-based expenses, while nonprofits must adhere to specific reporting standards. Selecting bookkeeping software with industry-specific features can help businesses reduce the need for manual adjustments and ensure that the system aligns with operational workflows. These tailored functionalities can improve accuracy and efficiency, making it easier to meet both day-to-day and long-term accounting objectives.

Implementation, Training, and Customer Support

Even the most feature-rich bookkeeping software will fail to deliver value without proper implementation and team adoption. Vendors that offer comprehensive implementation support and seamless integration services can make the transition to new software smoother. Additionally, access to training resources—such as webinars, tutorials, and customer support—ensures that employees can quickly become proficient in using the software. Businesses should evaluate the quality of vendor support, including availability of live assistance and responsiveness to inquiries, to ensure ongoing success.

Cost vs. Value: A Balanced Approach

While pricing is an important consideration, businesses should not select bookkeeping software based solely on cost. The goal is to find a solution that delivers the best value by meeting both current and future accounting needs efficiently. In some cases, higher-priced software may offer features or integrations that significantly reduce manual work and increase accuracy, providing a strong return on investment over time. Companies should carefully weigh the total cost of ownership, including subscription fees, implementation expenses, and potential upgrades, against the benefits the software provides.

Scalability and Future Needs

Businesses evolve over time, and their accounting requirements grow more complex. It is crucial to choose bookkeeping software that can scale with the business, accommodating future needs without requiring frequent platform changes. Features such as multi-currency support, automated invoicing, and advanced analytics may become essential as the organization expands. Opting for scalable software ensures that the system remains a valuable tool even as the business grows.

Selecting the optimal bookkeeping software is a strategic decision that requires a comprehensive evaluation of various factors. From user access and integration capabilities to mobile access and industry-specific features, businesses must align software functionality with their operational needs. Proper implementation, along with reliable vendor support and training resources, ensures smooth adoption and long-term success. While pricing is an important factor, the focus should be on finding a solution that provides the most value by streamlining accounting processes and preparing the organization for future growth. By taking a balanced approach to these considerations, businesses can select the best bookkeeping software to enhance financial management and drive success in a competitive marketplace.

Norene

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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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Uddin-Suha-RRBB.jpg
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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