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SAP applies gen AI bot to spend management, business network solutions

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SAP announced improvements to its spend management and business network solutions, not least of which is the embedding of a generative AI assistant. Specifically, SAP is embedding its generative AI copilot Joule across the SAP Ariba source-to-pay solution portfolio—which includes SAP Ariba, SAP Business Network and SAP Fieldglass—starting in Q4 of this year. 

Within SAP Fieldglass, Joule can recommend best-fit templates to generate job postings and statements of work with prefilled information such as the start date and the number of skilled workers needed. Joule embedded across the SAP Business Network can analyze, categorize and transform unstructured invoice rejection errors into structured, actionable insights to reduce the cost of resolving exceptions. Further planned capacities will eventually help match suppliers with new business opportunities. Within SAP Ariba, Joule will enable users to create RFPs and request help with routine inquiries and surface risks. These capabilities will also provide buying recommendations along with supplier summaries from different data sources. In addition, a sustainability scorecard from SAP Ariba helps customers make decisions that align with their organizations’ environmental, social and governance objectives.  

Overall, Joule will manage 80% of the most frequently performed tasks in the SAP Ariba portfolio of intelligent spend management and business network solutions. 

SAP-2
Visitors pass a SAP SE logo at the CeBIT 2017 tech fair in Hannover, Germany, on Monday, March 20, 2017. Leading edge technologies in the digital world are showcased in this annual event which runs March 20 – 24. Photographer: Krisztian Bocsi/Bloomberg

Krisztian Bocsi/Bloomberg

During his presentation yesterday at SAP Spend Connect Live, Manoj Swaminathan, president and chief product officer for intelligent spend and business network at SAP, noted that the company has accounted for people’s concerns regarding security and privacy. 

“SAP is dedicated to delivering best-in-class solutions infused with AI, empowering you to prioritize strategic initiatives over mundane tasks,” he said during his keynote. “We understand and hear the concerns surrounding data security when implementing AI, which is why we have made no compromises in ensuring our AI capabilities set the standard for compliance. From third-party advisory boards to adhering to the UNESCO 10 Guiding Principles for Ethical AI and signing the EU AI Pact, we enable customers to harness the power of AI without sacrificing control over their data.”

Beyond Joule’s integration into the wider portfolio of SAP products, he also announced the upcoming release of the SAP Ariba Intake Management solution, designed to address how businesses handle employee requests and process orchestration, starting with procurement. It provides employees with a single place to go for procurement inquiries and visibility on their status. The solution collects employee requests, orchestrates processes across landscapes and applications, and provides visibility on status while shielding employees from process complexity. SAP plans to make SAP Ariba Intake Management available in the first quarter of 2025.

Swaminathan also announced that SAP Business Network will launch a new promote subscription in the first quarter with value-added features to help suppliers differentiate themselves, attract new buyers and grow their businesses. Swaminathan said the subscription will give suppliers recommendations to improve discoverability, advanced search results, supplier profile verification and network catalog APIs. With the help of generative AI tools, suppliers can load their full suite of offerings into the network catalog faster and with enhanced product descriptions and summaries. The new promote subscription will help suppliers identify sales opportunities based on regional search data and use advanced insights to track business growth on the network.  

He also announced a new analytics add-on with AI capabilities for SAP Fieldglass solutions, which helps procurement, vendor management and HR professionals to implement agile multichannel talent strategies. The analytics add-on for SAP Fieldglass solutions lets users review performance against over 50 external workforce key performance indicators; access global market intelligence including rates, talent supply and demand, and time-to-hire trends; and track sustainability initiatives such as spend with diverse suppliers and worker health and safety, while observing cost overruns, worker fatigue, and on- and offboarding compliance.

“With SAP Business AI as the foundation of our intelligent products, customers can improve productivity and gain insights from their spend data no matter where it sits,” said Swaminathan. “Whether it is managing cost, mitigating risk or supporting scope three emission reduction, SAP empowers companies with the right solutions for agile and effective spend management and supply chain functions.”

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Accounting

IAASB tweaks standards on working with outside experts

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The International Auditing and Assurance Standards Board is proposing to tailor some of its standards to align with recent additions to the International Ethics Standards Board for Accountants’ International Code of Ethics for Professional Accountants when it comes to using the work of an external expert.

The proposed narrow-scope amendments involve minor changes to several IAASB standards:

  • ISA 620, Using the Work of an Auditor’s Expert;
  • ISRE 2400 (Revised), Engagements to Review Historical Financial Statements;
  • ISAE 3000 (Revised), Assurance Engagements Other than Audits or Reviews of Historical Financial Information;
  • ISRS 4400 (Revised), Agreed-upon Procedures Engagements.

The IAASB is asking for comments via a digital response template that can be found on the IAASB website by July 24, 2025.

In December 2023, the IESBA approved an exposure draft for proposed revisions to the IESBA’s Code of Ethics related to using the work of an external expert. The proposals included three new sections to the Code of Ethics, including provisions for professional accountants in public practice; professional accountants in business and sustainability assurance practitioners. The IESBA approved the provisions on using the work of an external expert at its December 2024 meeting, establishing an ethical framework to guide accountants and sustainability assurance practitioners in evaluating whether an external expert has the necessary competence, capabilities and objectivity to use their work, as well as provisions on applying the Ethics Code’s conceptual framework when using the work of an outside expert.  

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Accounting

Tariffs will hit low-income Americans harder than richest, report says

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President Donald Trump’s tariffs would effectively cause a tax increase for low-income families that is more than three times higher than what wealthier Americans would pay, according to an analysis from the Institute on Taxation and Economic Policy.

The report from the progressive think tank outlined the outcomes for Americans of all backgrounds if the tariffs currently in effect remain in place next year. Those making $28,600 or less would have to spend 6.2% more of their income due to higher prices, while the richest Americans with income of at least $914,900 are expected to spend 1.7% more. Middle-income families making between $55,100 and $94,100 would pay 5% more of their earnings. 

Trump has imposed the steepest U.S. duties in more than a century, including a 145% tariff on many products from China, a 25% rate on most imports from Canada and Mexico, duties on some sectors such as steel and aluminum and a baseline 10% tariff on the rest of the country’s trading partners. He suspended higher, customized tariffs on most countries for 90 days.

Economists have warned that costs from tariff increases would ultimately be passed on to U.S. consumers. And while prices will rise for everyone, lower-income families are expected to lose a larger portion of their budgets because they tend to spend more of their earnings on goods, including food and other necessities, compared to wealthier individuals.

Food prices could rise by 2.6% in the short run due to tariffs, according to an estimate from the Yale Budget Lab. Among all goods impacted, consumers are expected to face the steepest price hikes for clothing at 64%, the report showed. 

The Yale Budget Lab projected that the tariffs would result in a loss of $4,700 a year on average for American households.

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Accounting

At Schellman, AI reshapes a firm’s staffing needs

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Artificial intelligence is just getting started in the accounting world, but it is already helping firms like technology specialist Schellman do more things with fewer people, allowing the firm to scale back hiring and reduce headcount in certain areas through natural attrition. 

Schellman CEO Avani Desai said there have definitely been some shifts in headcount at the Top 100 Firm, though she stressed it was nothing dramatic, as it mostly reflects natural attrition combined with being more selective with hiring. She said the firm has already made an internal decision to not reduce headcount in force, as that just indicates they didn’t hire properly the first time. 

“It hasn’t been about reducing roles but evolving how we do work, so there wasn’t one specific date where we ‘started’ the reduction. It’s been more case by case. We’ve held back on refilling certain roles when we saw opportunities to streamline, especially with the use of new technologies like AI,” she said. 

One area where the firm has found such opportunities has been in the testing of certain cybersecurity controls, particularly within the SOC framework. The firm examined all the controls it tests on the service side and asked which ones require human judgment or deep expertise. The answer was a lot of them. But for the ones that don’t, AI algorithms have been able to significantly lighten the load. 

“[If] we don’t refill a role, it’s because the need actually has changed, or the process has improved so significantly [that] the workload is lighter or shared across the smarter system. So that’s what’s happening,” said Desai. 

Outside of client services like SOC control testing and reporting, the firm has found efficiencies in administrative functions as well as certain internal operational processes. On the latter point, Desai noted that Schellman’s engineers, including the chief information officer, have been using AI to help develop code, which means they’re not relying as much on outside expertise on the internal service delivery side of things. There are still people in the development process, but their roles are changing: They’re writing less code, and doing more reviewing of code before it gets pushed into production, saving time and creating efficiencies. 

“The best way for me to say this is, to us, this has been intentional. We paused hiring in a few areas where we saw overlaps, where technology was really working,” said Desai.

However, even in an age awash with AI, Schellman acknowledges there are certain jobs that need a human, at least for now. For example, the firm does assessments for the FedRAMP program, which is needed for cloud service providers to contract with certain government agencies. These assessments, even in the most stable of times, can be long and complex engagements, to say nothing of the less predictable nature of the current government. As such, it does not make as much sense to reduce human staff in this area. 

“The way it is right now for us to do FedRAMP engagements, it’s a very manual process. There’s a lot of back and forth between us and a third party, the government, and we don’t see a lot of overall application or technology help… We’re in the federal space and you can imagine, [with] what’s going on right now, there’s a big changing market condition for clients and their pricing pressure,” said Desai. 

As Schellman reduces staff levels in some places, it is increasing them in others. Desai said the firm is actively hiring in certain areas. In particular, it’s adding staff in technical cybersecurity (e.g., penetration testers), the aforementioned FedRAMP engagements, AI assessment (in line with recently becoming an ISO 42001 certification body) and in some client-facing roles like marketing and sales. 

“So, to me, this isn’t about doing more with less … It’s about doing more of the right things with the right people,” said Desai. 

While these moves have resulted in savings, she said that was never really the point, so whatever the firm has saved from staffing efficiencies it has reinvested in its tech stack to build its service line further. When asked for an example, she said the firm would like to focus more on penetration testing by building a SaaS tool for it. While Schellman has a proof of concept developed, she noted it would take a lot of money and time to deploy a full solution — both of which the firm now has more of because of its efficiency moves. 

“What is the ‘why’ behind these decisions? The ‘why’ for us isn’t what I think you traditionally see, which is ‘We need to get profitability high. We need to have less people do more things.’ That’s not what it is like,” said Desai. “I want to be able to focus on quality. And the only way I think I can focus on quality is if my people are not focusing on things that don’t matter … I feel like I’m in a much better place because the smart people that I’ve hired are working on the riskiest and most complicated things.”

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