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Protiviti Awarded Second U.S. Patent for AI-Powered Questionnaire Automation and Data Matching System

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New artificial intelligence solution improves questionnaire response efficiency, consistency, and compliance through human-in-the-loop oversight

MENLO PARK, Calif., June 4, 2026 /PRNewswire/ — Global consulting firm Protiviti has been awarded a second U.S. patent by the U.S. Patent and Trademark Office for its innovation, “Systems and Methods for Automated Data Set Matching Services.”

The patented technology leverages artificial intelligence (AI) and machine learning to help organizations automate and streamline high-volume questionnaire response processes, including third-party risk assessments, security questionnaires, regulatory requests, and client due diligence.

The system uses machine learning to analyze, categorize and map large datasets of structured questions into relevant domains, then identifies similarities across new and historical questions to surface the most relevant preapproved responses.

Scalable use cases across industries

While initially developed for cybersecurity and third-party risk questionnaires, the AI-powered system can be applied broadly across:

Vendor and supplier risk managementRegulatory and compliance reportingESG and sustainability questionnairesClient onboarding and due diligenceInternal audit and controls documentation

Why it matters

Organizations across industries face growing pressure to respond quickly and accurately to large volumes of complex, repetitive questionnaires. Manual processes are time-intensive, inconsistent, and difficult to scale.

Protiviti’s patented solution addresses this challenge by enabling teams to:

Automatically classify and organize questions using AIMatch new questions to previously approved responses from a centralized answer libraryReduce duplication and manual effort across teamsImprove consistency, accuracy, and turnaround timeMaintain compliance with built-in human review workflows

Executive perspective

“This innovation addresses a common and costly challenge for organizations—responding to hundreds of similar questionnaires from customers, regulators, and partners,” said Scott Laliberte, managing director at Protiviti and co-inventor of the patent.

“By applying AI to identify and deliver the most relevant responses quickly—while keeping humans in control—we help organizations increase efficiency, improve response quality, and reduce operational burden without sacrificing accuracy or compliance.”

“We weren’t trying to reinvent everything; we focused on combining new AI approaches with a better way to reuse existing knowledge,” said Kalabe Haile, a Protiviti senior manager who played a key role in designing the patented technology. “That’s what really unlocks scale and consistency.”

Driving innovation through Protiviti’s patent program

This patent reflects the continued momentum of Protiviti’s Global Patent Program, launched in 2022 to accelerate innovation and develop practical solutions to real-world client challenges.

The program encourages employees to:

Identify common business pain pointsExperiment with AI and advanced technologiesCollaborate across disciplinesTransform ideas into patentable, client-ready solutions

About Protiviti

Protiviti is a global consulting firm that helps clients transform and protect their businesses and respond to planned and unexpected events. Through a network of more than 90 offices in over 25 countries, Protiviti and its independent and locally owned member firms deliver deep expertise and tailored capabilities across technology, artificial intelligence, data, operations, finance, legal, compliance, HR, marketing, digital, risk, and internal audit—enabling organizations to accelerate innovation, navigate risks and safeguard what matters most.

Named to the Fortune 100 Best Companies to Work For® list since 2015, Protiviti Inc. has served more than 80 percent of Fortune 100 and nearly 80 percent of Fortune 500 companies. The firm also works with government agencies and smaller, growing companies, including those looking to go public. Protiviti Inc. is a wholly owned subsidiary of Robert Half (NYSE: RHI)

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SOURCE Protiviti

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LEAP Group Relaunches HumanView, a Growth Intelligence System Built to Explain Why Customers Behave the Way They Do

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Reimagined from the ground up, HumanView pairs statistical modeling with expert analysts to turn millions of real-world customer signals into business decisions

LOUISVILLE, Ky., Oct. 23, 2026 /PRNewswire/ — LEAP Group today announced the relaunch of HumanView, its growth intelligence service. The new version has been rebuilt from the ground up and now has a dedicated home at leapgroupnetwork.com/humanview.

HumanView analyzes what customers say and do across social platforms, e-commerce sites, review platforms, search behavior and user-generated content, including signals from Reddit, TikTok, YouTube, Meta, Amazon and Walmart+ that general AI tools cannot always access. Because the data reflects unprompted, real-world behavior, it avoids the response bias built into surveys and focus groups.

The service works in three layers. HumanView captures signals at scale, decodes millions of records through validated statistical models such as regression, correlation and clustering, and then relies on experienced analysts to interpret the patterns. Clients receive clear, human-validated insights instead of another dashboard.

“Machines find the patterns. Humans find the point,” said Alan Gilleo, CEO at LEAP Group. “The first version of HumanView showed us how much customers reveal when nobody is asking them questions. This version is built to explain why they act the way they do, and to put those answers in front of everyone making decisions, from product to service to marketing.”

HumanView focuses on three areas:

Growth Intelligence: customer motivations and how people perceive a brand and its competitors

Market and Category Intelligence: product pain points, service friction, unmet needs and competitive gaps

Audience Intelligence: new segments, positioning opportunities and gaps in the market

Every model is designed and validated by data scientists and benchmarked before it informs a recommendation.

To learn more about HumanView, visit leapgroupnetwork.com/humanview.

About LEAP Group
LEAP Group is a boutique marketing agency holding company with offices in Louisville, Indianapolis, Cincinnati and Chicago. Guided by the belief that brands should “Market Less. Matter More.,” LEAP gives clients access to specialized experts across its entire network. Learn more at leapgroupnetwork.com.

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SOURCE LEAP Group

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STEPHEN A. SMITH ADDRESSES WHITE HOUSE DINNER ATTENDANCE, REAFFIRMS COMMITMENT TO HBCUs AND PROTECTING CORPORATE INVESTMENT IN BLACK EDUCATION

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NEW YORK, Oct. 23, 2026 /PRNewswire/ — Stephen A. Smith, media mogul, New York Times bestselling author, and proud 1991 graduate of Winston-Salem State University, is addressing the public discussion surrounding his decision to attend a White House dinner with President Donald Trump, emphasizing his commitment to the long-term financial stability of Historically Black Colleges and Universities (HBCUs).

For Smith, the decision was rooted in a commitment to institutions that have educated generations of Black leaders, professionals, entrepreneurs, and public servants.

“I will always advocate for HBCUs and the students whose futures depend on them,” Smith said. “My reason for attending the White House dinner was to discuss the challenges these institutions face in securing long-term funding and to make the case that corporate America must continue to invest in them.”

Smith acknowledged federal support through the FUTURE Act while expressing concern that political tensions surrounding diversity, equity, and inclusion (DEI) could discourage private companies from supporting HBCUs. He maintains that these institutions deserve sustained corporate partnerships, philanthropic contributions, and public investment.

“If we truly believe in free-market capitalism, businesses should be able to support educational institutions and charitable causes without fear of criticism or repercussions,” Smith said. “HBCUs have made extraordinary contributions to this country. They deserve sustained public and private investment.”

Ashley Christopher, Esq., Founder and CEO of the HBCU Week Foundation, recognized Smith’s advocacy and decision to engage with the administration.

“Stephen A. Smith has been a powerful advocate for HBCUs, using his platform and influence to shine a national spotlight on our institutions,” expressed Christopher, “His continued support of HBCU Week helps advance our mission of connecting students with life-changing educational opportunities, and we are proud to have him as our ambassador.”

Since Smith became an HBCU Week Ambassador in 2019, the initiative has facilitated more than 15,000 on-the-spot college acceptances and raised and awarded more than $150 million in scholarships, according to the HBCU Week Foundation.

As public discussion continues, Smith is emphasizing the importance of ensuring HBCUs have the resources and partnerships needed to educate future generations and expand opportunities for students.

CLICK HERE to watch Smith’s full response to his White House visit.

MEDIA CONTACT:

media@mrsasinc.com

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SOURCE Straight Shooter Media

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Advantex Announces Completion of Financing and Extension of Maturity Date of Previously Issued Debentures

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TORONTO, Oct. 23, 2026 /CNW/ — Advantex Marketing International Inc. (CSE: ADX) (“Advantex”), a leader in the merchant cash advance and loyalty marketing products for merchants, today announced the completion of a $250,000 secured debt financing. Advantex issued a $250,000 non-convertible debenture which bears an interest rate at 12% per annum and matures December 15, 2027. The proceeds raised from this issuance of the Debenture will be used for working capital purposes.

Advantex has also extended the maturity of its existing $700,000 in 12% secured debentures from October 10, 2026 to December 15, 2027.

About Advantex Marketing International Inc.

Advantex provides working capital to merchants. Advantex also provides specialized marketing programs that enable members of Aeroplan to earn Aeroplan points at participating merchants.

Advantex shares trade on the Canadian Securities Exchange under the symbol ADX. For more information go to Advantex’s profile on www.sedar.com

Forward-Looking Information

This news release contains “forward-looking statements” within the meaning of applicable securities laws relating to the future business and operations of Advantex. Actual results and developments may differ materially from those contemplated by these statements. The business and operations of Advantex described herein is dependent on a number of factors and is subject to a number of risks and uncertainties. Factors that could cause actual results to differ material include, but are not limited to, changes in Advantex’s economic and competitive conditions including but not limited to the industry sectors in which Advantex operates.

The statements in this news release are made of the date of this release. Forward-looking statements are made based on management’s beliefs, estimates and opinions on the date the statements are made and Advantex undertakes no obligation to update forward-looking statements if these beliefs, estimates and opinions or other circumstances should change, except as required by applicable law.

SOURCE Advantex Marketing International Inc.

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