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Stampli touts “human level” AI for purchase order matching

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Finance operations platform Stampli unveiled Stampli Cognitive AI, featuring “human-level” purchase order matching as the first of what it says will be many applications of the new system in the future.

Using large language models combined with nearly a decade’s worth of data on invoice processing workflows, the model is said to understand the nuanced context of financial operations and replicates human decision-making processes.

POs and invoices can run into dozens or hundreds of line items, and discrepancies are routine. Accountants frequently need to deal with things like mismatched unit types, line items split across multiple deliveries (or deliveries that are missing entirely), plus other variables like tax, freight charges, credits, discounts, rebates and more. Each discrepancy requires careful investigation to resolve. Many midsize companies employ entire dedicated teams to manually reconcile invoices against purchase orders and documents.

Stampli said Cognitive AI for PO Matching approaches full automation of the matching process. In controlled tests, Stampli Cognitive AI reached the same conclusions as human operators 97% of the time, and Stampli expects that result to approach 100% as it gathers additional data from customer usage. This is in contrast to the more typically used “proximity algorithms” to reconcile clear matches, which Stampli estimates to only have a 20-40% success rate.

“Cognitive AI thinks and reasons through complex financial scenarios just like an experienced AP professional,” said Eyal Feldman, CEO and co-founder of Stampli. “This level of human emulation has never before been achieved in financial software.”

 Stampli’s Cognitive AI for PO Matching is now available as an add-on service for Stampli customers who use Oracle NetSuite, Sage Intacct and SAP, with support for additional financial systems coming in weeks.

Additional applications for Stampli’s Cognitive AI are expected in the near future.

The technology will be demonstrated during an online event on Sept. 18. Users can register at Stampli.com/cognitive.

Prior to this announcement, Stampli became the first Sage Intacct “Fintech Plus Tier Marketplace Partner” for AP automation to have a validated specialty in Sage Intacct Construction (See previous story). Now businesses can automate their AP processes using a combination of Sage Intacct Construction and Stampli.

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Accounting

Acting IRS commissioner reportedly replaced

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Gary Shapley, who was named only days ago as the acting commissioner of the Internal Revenue Service, is reportedly being replaced by Deputy Treasury Secretary Michael Faulkender amid a power struggle between Treasury Secretary Scott Bessent and Elon Musk.

The New York Times reported that Bessent was outraged that Shapley was named to head the IRS without his knowledge or approval and complained to President Trump about it. Shapley was installed as acting commissioner on Tuesday, only to be ousted on Friday. He first gained prominence as an IRS Criminal Investigation special agent and whistleblower who testified in 2023 before the House Oversight Committee that then-President Joe Biden’s son Hunter received preferential treatment during a tax-evasion investigation, and he and another special agent had been removed from the investigation after complaining to their supervisors in 2022. He was promoted last month to senior advisor to Bessent and made deputy chief of IRS Criminal Investigation. Shapley is expected to remain now as a senior official at IRS Criminal Investigation, according to the Wall Street Journal. The IRS and the Treasury Department press offices did not immediately respond to requests for comment.

Faulkender was confirmed last month as deputy secretary at the Treasury Department and formerly worked during the first Trump administration at the Treasury on the Paycheck Protection Program before leaving to teach finance at the University of Maryland.

Faulkender will be the fifth head of the IRS this year. Former IRS commissioner Danny Werfel departed in January, on Inauguration Day, after Trump announced in December he planned to name former Congressman Billy Long, R-Missouri, as the next IRS commissioner, even though Werfel’s term wasn’t scheduled to end until November 2027. The Senate has not yet scheduled a confirmation hearing for Long, amid questions from Senate Democrats about his work promoting the Employee Retention Credit and so-called “tribal tax credits.” The job of acting commissioner has since been filled by Douglas O’Donnell, who was deputy commissioner under Werfel. However, O’Donnell abruptly retired as the IRS came under pressure to lay off thousands of employees and share access to confidential taxpayer data. He was replaced by IRS chief operating officer Melanie Krause, who resigned last week after coming under similar pressure to provide taxpayer data to immigration authorities and employees of the Musk-led U.S. DOGE Service. 

Krause had planned to depart later this month under the deferred resignation program at the IRS, under which approximately 22,000 IRS employees have accepted the voluntary buyout offers. But Musk reportedly pushed to have Shapley installed on Tuesday, according to the Times, and he remained working in the commissioner’s office as recently as Friday morning. Meanwhile, plans are underway for further reductions in the IRS workforce of up to 40%, according to the Federal News Network, taking the IRS from approximately 102,000 employees at the beginning of the year to around 60,000 to 70,000 employees.

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Accounting

On the move: EY names San Antonio office MP

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Carr, Riggs & Ingram appoints CFO and chief legal officer; TSCPA hosts accounting bootcamp; and more news from across the profession.

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Accounting

Tech news: Certinia announces spring release

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Certinia announces spring release; Intuit acquires tech and experts from fintech Deserve; Paystand launches feature to navigate tariffs; and other accounting tech news and updates.

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