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RedThread Research Unveils New Insights and Big Disconnects on AI in HR Tech

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RedThread Research’s latest report, “AI and People Analytics Technology: Insights from the Starting Line,” explored the evolving role of artificial intelligence in HR technology, highlighting its current role in workforce management and how it can improve efficiency, and help with decision-making. The research reveals a significant disconnect between vendor-stated capabilities and customer perceptions, as well as gaps in ethics and risk management. With insights into how vendors use machine learning (ML) and generative AI (Gen AI), the findings emphasize the need for greater transparency and practical applications to bridge these gaps and deliver meaningful impact.

WOODSIDE, Calif., Dec. 17, 2024 /PRNewswire-PRWeb/ — RedThread Research has unveiled its latest report, “AI and People Analytics Technology: Insights from the Starting Line,” offering a comprehensive look at the evolving role of artificial intelligence (AI) in HR technology. The report explores the evolving role of generative artificial intelligence (Gen AI) and machine learning (ML) across people analytics technology, highlighting both opportunities and challenges for organizations seeking to leverage these tools. It synthesizes eight months of quantitative and qualitative research — drawing on surveys from 48 vendors and 171 customers, vendor briefings, practitioner roundtables, and ongoing discussions with RedThread members.

“Generative AI is transforming HR technology in ways we’re only beginning to understand. It is poised to tackle some of HR’s most persistent challenges — but right now, we are seeing a lot of talk about AI in the tech and less clarity on how AI is solving leaders’ critical business challenges.”

Sponsored by the RedThread Tech Consortium, this research finds that AI is primarily being used to address workforce management challenges, improve efficiency, and enhance decision-making. Vendors are using Gen AI to improve access to data and insights through natural language processing and analyze employee feedback and comments — but there are also critical shortfalls in areas such as risk management, ethics, and customer understanding.

“Generative AI is transforming HR technology in ways we’re only beginning to understand,” said Stacia Garr, co-founder and principal analyst at RedThread Research. “There’s no doubt that it is poised to tackle some of HR’s most persistent challenges — but right now, we are seeing a lot of talk about AI in these technologies and less clarity on how AI is solving leaders’ critical business challenges.”

Key Takeaways from the Report:

Broad AI Adoption — and Customer Skepticism: While 90% of vendors report using AI (ML and Gen AI), only 40% of customers recognize AI within their solutions, highlighting a significant disconnect in communication and implementation. Use Cases Align. Usage Perceptions Don’t: Vendors and customers agree on the top use cases for AI — like NLP and attrition analysis, but customers are less likely to say they’re seeing them in action.Traditional ML vs. Gen AI: Vendors prioritize Machine Learning for workforce management challenges like retention prediction, while Generative AI is more frequently applied to data accessibility and interpretation and optimization tasks. Innovation is Strongest Among Small Vendors: Companies under $1M in revenue are leading experimentation with AI, leveraging agility for faster adaptation. Ethics and Risk Management are Lacking: A notable gap exists in vendors addressing ethical concerns or creating the frameworks necessary to ensure internal and external ethical use of AI. Similarly, only half of vendors are ensuring SOC 2 certification for security and risk management.

“Our findings here highlight a gap between vendor capabilities and customer expectations,” added Priyanka Mehrotra, co-author and analyst. “We see the need for more transparency, risk management, and practical applications of AI if vendors want to deliver more meaningful impact to employers and their employees.”

Explore the Insights Further: RedThread Research invites you to join Stacia Garr and Priyanka Mehrotra for a Tech Consortium-sponsored webinar on February 4, 2025. This event will delve into the report’s findings, offering actionable strategies for leaders across the HR tech ecosystem. Register for the webinar here.

Join the RedThread Community: In a landscape defined by rapid change, staying ahead requires access to the right insights and expertise. Companies and individuals can explore these findings further by joining the RedThread research community or the Tech Consortium. Visit http://www.redthreadresearch.com or email hello@redthreadresearch.com for more information.

About RedThread Research

At RedThread Research, we get it.

Sure, we’re experts in performance, people analytics, learning, and D&I – and we’re well-versed in the technologies that support them. But we’re also truth-seekers and storytellers in an industry often short on substance, and too full of #!%. Our mission (indeed, our very reason for existing) is to cut through the noise, and amplify what’s good. We look for the connections (or red threads) between people, data, and ideas – even among seemingly unrelated concepts. The result is high-quality, unbiased, transformative foresight that helps you build a stronger business.

To learn more, visit: http://www.redthreadresearch.com

Stacia Garr
RedThread Research
202-957-4130
Email > stacia@redthreadresearch.com

Media Contact

Stacia Garr, RedThread Research, 202-957-4130, stacia@redthreadresearch.com, https://www.redthreadresearch.com

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Federal Court Issues Preliminary Injunction Against OpenAI, Sam Altman, and Sir Jony Ive; iyO Alleges Trade Secret Theft by Altman’s Hardware Chief

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SAN FRANCISCO, April 27, 2026 /PRNewswire/ — On Thursday, April 23, 2026, the U.S. District Court for the Northern District of California granted iyO Inc. a preliminary injunction against OpenAI, Sam Altman, Sir Jony Ive, and io Products. The ruling, where the Court found that iyO was likely to succeed on the merits of its trademark claim, officially bars the defendants from using the “io” name for their hardware while iyO’s federal lawsuit proceeds.

Federal court bars OpenAI, Sam Altman, and Jony Ive from using ‘io’ name as iyO alleges trade secret theft.

Amended Complaint: Trade Secret Theft and Corporate Espionage
The ruling caps a year of escalating legal action. On March 13, 2026, iyO amended its federal complaint to include trade secret theft claims against the defendants and Tang Yew Tan — former Apple VP of Product Design, co-founder of io Products, and current Chief Hardware Officer at OpenAI.

The amended complaint outlines a highly coordinated timeline of alleged misappropriation:

May 2024: Just 11 days after iyO’s viral TED talk was published, Tan pre-ordered the iyO One. Nine days later, he contacted iyO’s Design and Manufacturing Lead, Dan Sargent, to schedule a dinner meeting for early June.

June 2024: Forensic analysis of Sargent’s company laptop revealed that in the days leading up to the dinner with Tan, Sargent downloaded 33 highly secret files, accessed dormant intellectual property folders, and exported 17 CAD files into cross-platform formats unused by iyO. These files were renamed with obfuscated strings (e.g., “grgrgege.x_t”) and exported outside of business hours. Sargent has since admitted to bringing iyO prototypes to show Tan.

May 2025: Barely 11 months after the dinner, OpenAI announced a $6.5 billion acquisition of io Products, a company built on what iyO alleges is its proprietary technology.

Following the acquisition announcement, iyO CEO Jason Rugolo confronted OpenAI CEO Sam Altman, who refused to cease use of the “io” name and threatened to sue Rugolo for using iyO’s own federally registered trademark.

Statement from iyO Leadership
“Sam, Jony, and Tang investigated us,” said Jason Rugolo, founder and CEO of iyO. “Then targeted us opportunistically, trying to eliminate us with a fancy $6.5 billion press release during our fundraise using a copy of our name. This week, a federal judge said: not so fast.”

iyO’s lawsuit asserts nine causes of action, including trade secret misappropriation, trademark infringement, intentional interference, and unfair competition. The company is seeking injunctive relief, compensatory and exemplary damages, disgorgement of profits, and a constructive trust over any portion of the $6.5 billion acquisition value attributable to the alleged stolen intellectual property and brand infringement.

ABOUT IYO
iyO began its mission inside Google X in 2018 to make natural language computing as commonplace as cellular phones. Spinning out as an independent venture-backed startup in 2021, iyO developed the iyO One, the iyO yO, and the recently announced iyO Wand, which are revolutionary screenless computer form factors that allow users to interact with AI and the internet through voice alone. iyO is headquartered in Redwood City, CA.

WEBSITE
www.iyo.ai 

IYO INC.
2606 SPRING STREET
REDWOOD CITY, CA 94063
UNITED STATES

ALL RIGHTS RESERVED
©2026 IYO INC.

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SOURCE iyO, Inc.

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Pudu Robotics Inaugurates U.S. Headquarters in Dallas, Accelerating Long-Term Growth in the Americas

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DALLAS, April 27, 2026 /PRNewswire/ — Pudu Robotics, a global leader in commercial service robotics, officially opened a new U.S. headquarters in Dallas, Texas, on April 23 as part of its global strategic expansion. The new facility is set to enhance Pudu’s regional capabilities and underscores the company’s long-term commitment to the Americas, marking a new phase of scaled, structured business development.

Dallas Unlocks Greater Efficiency and Regional Coordination

As a central hub for nationwide and cross regional operations across the Americas, Dallas brings strong strategic advantages. The area offers well-developed logistics and supply chain infrastructure, a business friendly environment, and access to a broad base of enterprise customers. Its central location will allow Pudu more efficient coverage across both North America and South America. As Pudu transitions into a phase of rapid, scalable growth in the Americas, its new centralized headquarters, which is located in Richardson’s Sherman Tech Center and combines a modern office space, product showroom, and on site warehousing, will enhance support management, operations, and long term regional coordination.

Meanwhile, as part of its broader infrastructure optimization, the company has also transitioned its Santa Clara office into a streamlined logistics support function outpost and established a dual warehouse system on both coasts to support nationwide delivery in the U.S.

Pudu in the Americas – A Growing Footprint Across Diverse Industries

Since entering the U.S. market in 2018, Pudu has steadily expanded its footprint across the Americas to a point of deep, localized operations. To date, nearly 15,000 Pudu robots have been deployed across the Americas, driving regional revenue growth of 285% year over year, bringing the company to a phase of large scale commercialization.

This rapid adoption is fueled by Pudu’s comprehensive product matrix, which addresses the specific labor and efficiency needs of the American market across four core categories:

Service Delivery: Led by the industry-favorite BellaBot and the newly enhanced BellaBot Pro, which have become the gold standard for hospitality and retail interaction.Commercial Cleaning: Featuring the best-selling PUDU CC1 series, the PUDU MT1 series designed for large-scale dry cleaning, and the recently launched PUDU BG1 series—an AI-native large scrubber-dryer robot built for heavy-duty environments.Industrial Delivery: The PUDU T-series robots provide versatile logistics support with payload capacities ranging from 150kg to 600kg, streamlining warehouse and factory workflows.General embodied AI: Represented by the advanced PUDU D5 series, pushing the boundaries of how robots interact with and adapt to complex human environments.

Partnerships with local distributors have also accelerated, achieving 63.6% YoY growth, with a rapidly expanding client base across diverse industries, including food and beverage, healthcare, industrial logistics and warehousing, real estate and property services, retail, and entertainment, sports and more. The company’s robots have enjoyed strong adoption by global industry leaders, including Walmart, Accenture, NASA, Norwegian Cruise Line, Honeywell, top automotive brands, and others.

This growth is matched by organizational development. Since entering the U.S. market in 2018, a initial team has flourished into a multi functional organization of professionals, with localized sales, after sales service, solutions, and marketing capabilities that enable stronger customer support and execution.

Building a Global Future Based on a Strategy of Localization

Looking ahead, Pudu will continue expanding its presence across key sectors including retail, logistics, food service, healthcare, and commercial cleaning, while bringing its service delivery, commercial cleaning, industrial delivery, and general embodied AI robotics solutions into broader industry scenarios.

“We are building for the long-term in the Americas with a localized approach,” said Raymond Pan, General Manager of the Americas at Pudu Robotics. “Our ambition over the next five years is to serve one million people across the U.S . Our new headquarters and infrastructure optimization provide a foundation for this ambition, alongside continuing investment in localized products, enhancing our local supply chain, and strengthening our partner ecosystem.”

Pudu has established itself as a global leader in service robotics, with more than 120,000 units shipped worldwide, operations spanning over 80 countries and regions, and 23% market share in commercial service robotics—ranking No. 1 globally per Frost & Sullivan’s “Market Research on Global Commercial Service Robotics (2023)”. Going forward, Pudu will accelerate its development and localization efforts across the Americas, while, at the same time, continuing to scale its presence in other key international markets as part of its global expansion strategy.

About Pudu Robotics

Pudu Robotics, a global leader in the commercial service robotics, committed to establishing a global intelligent robotics infrastructure that will serve 10 billion people worldwide.

Pudu Robotics has achieved full-stack proprietary R&D in core technologies, including navigation algorithms, multi-robot scheduling, swarm control, motion controllers, and integrated joint modules. Built on three core technologies—Embodied Navigation, Embodied Manipulation, and Embodied Interaction—Pudu Robotics has pioneered an “One Brain, Multiple Embodiments” architecture, establishing a comprehensive product portfolio that includes specialized, semi-humanoid, and humanoid robots.

Currently, Pudu offers four major product lines: service delivery, commercial cleaning, industrial delivery and general embodied AI. Its solutions are widely deployed across industries such as retail, hospitality, manufacturing, real estate and property services, healthcare, entertainment and sport, education, and public services.

To date, Pudu Robotics has shipped over 120,000 units globally, with a presence in more than 80 countries and regions.

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KuCoin Hosts HEXAGON BLOCK PARTY at Hong Kong Web3 Festival, Headlined by DJ Don Diablo and Rooted in Shared Values of Community and Connection

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Headlined by internationally renowned DJ Don Diablo, the event brought together guests from the Web3 and fintech communities for an immersive evening experience.

PROVIDENCIALES, Turks and Caicos Islands, April 27, 2026 /PRNewswire/ — KuCoin, a leading global crypto platform built on trust, and the exclusive Crypto Exchange and Payments Partner for Tomorrowland Winter and Tomorrowland Belgium (2026-2028), brought the spirit of global electronic music culture to Asia with the HEXAGON BLOCK PARTY in Hong Kong on April 22, which it co-hosted with Finoverse.

Headlined by internationally renowned DJ Don Diablo, the event welcomed guests from across the Web3, fintech, and broader innovation communities, creating an immersive gathering shaped by shared energy, conversation, and in-person connection. Building on KuCoin’s recent Tomorrowland Winter activation, which highlighted a shared belief that trust can be strengthened through community, creativity, and cultural experience, the event carried that momentum forward in Hong Kong through a similar spirit of openness, energy, and human connection. 

Held in the heart of Hong Kong, HEXAGON BLOCK PARTY was designed as more than an evening celebration. By combining world-class music with a culturally driven atmosphere, the event offered a welcoming space for founders, builders, creators, and community participants to come together in a more human and experience-led setting. It reflected a shared belief that meaningful community is built not only through ideas and technology, but also through moments of creativity, openness, and collective experience.

The event aimed to create a cultural touchpoint in Hong Kong that resonated beyond the venue itself. The event served as a space where ideas, creativity, and communities could converge, bringing together guests across Web3, fintech, and digital culture through a shared experience rooted in openness, energy, and connection.

As the global partnership between KuCoin and Tomorrowland continues, the journey moves forward to Tomorrowland Belgium in July 2026, where KuCoin will once again collaborate with Tomorrowland to create new experiences at the intersection of music, culture, and Web3, further expanding the role of digital assets in real-world cultural moments.

About KuCoin

Founded in 2017, KuCoin is a leading global crypto platform built on trust and security, serving over 40 million users across 200+ countries and regions. Known for its reliability and user-first approach, the platform combines advanced technology, deep liquidity, and strong security safeguards to deliver a seamless trading experience. KuCoin provides access to 1,500+ digital assets through a broad product suite and remains committed to building transparent, compliant, and user-centric digital asset infrastructure for the future of finance, backed by SOC 2 Type II, ISO/IEC 27001:2022, and ISO/IEC 27701:2019 Certifications. In recent years, we have built a strong global compliance foundation, marked by key milestones including AUSTRAC registration in Australia, a MiCA license in Europe, and regulatory progress in other markets. 

Learn more at www.kucoin.com.

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SOURCE KuCoin

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