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The AI Compute Continuum: from intelligent endpoints to advanced AI workloads

SINGAPORE – Media OutReach Newswire – 22 April 2026 – Dell Technologies (NYSE: DELL) today outlined how enterprise AI adoption across Asia Pacific (APAC) is moving from experimentation to implementation, with 48% of organisations with more than 500 employees in the region already deploying AI PCs and 95% expecting workstations to play a critical or important role in AI initiatives over the next two years. Together, these trends point to a more distributed AI environment – one that brings intelligence closer to users while supporting increasingly complex and compute-intensive workloads.

Two IDC InfoBriefs, commissioned by Dell Technologies and Intel reinforce this shift – Future-Ready Workforce: The Strategic Case for AI PC Adoption and Powering Future-Ready Computing with Workstations: Built for AI. Built for You. The research highlights growing enterprise momentum behind both intelligent endpoints and higher-performance systems as organisations shape the next phase of AI adoption.

For Dell, this shift reflects a broader industry trend toward aligning the right compute resources with specific workload requirements, as organisations balance intelligent endpoints for everyday productivity with high-performance systems designed for advanced AI and professional use cases. Enterprise AI deployments are increasingly spanning client devices, edge environments and the data centre, reflecting a more distributed approach across the IT environment.

AI PCs: Bringing intelligence closer to everyday work

AI PCs are becoming a core component of the modern workplace, enabling AI workloads to run directly on the device to deliver faster, more responsive user experiences while reducing reliance on continuous cloud connectivity. This approach also supports enhanced data privacy and security, provides IT teams with greater control over deployment and management across device fleets, and enables more consistent scaling of AI capabilities across the workforce.

The IDC research commissioned by Dell Technologies and Intel underscores this momentum. As AI becomes embedded in day-to-day work, device strategy is shifting accordingly. 89% of APAC organisations now consider AI capabilities a very important factor in future PC purchasing decisions.

In Singapore, 54% of organisations have already deployed AI PCs – 12% higher than the regional average – highlighting strong early adoption momentum. Southeast Asia’s AI PC adoption is outpacing the regional average by 6%, driven by the ability to adopt new technologies without legacy constraints, strong infrastructure in markets like Singapore, favourable market conditions and supportive government initiatives.

APAC Organisations with over 50% AI PCs in their fleet report saving 2.17 hours per employee per day, a 30% productivity increase compared to using AI on traditional PCs. AI PCs are enabling a new class of enterprise use cases – from real-time collaboration and report generation to natural language search and content creation – delivering tangible productivity gains.

In practical terms, this can translate into faster proposal turnaround for sales teams, quicker analysis cycles for finance and operations, streamlined drafting for HR, faster document review for engineering teams, and more responsive support for customer-facing employees. As organisations prepare for more autonomous and agentic AI in hybrid work environments, AI PCs are increasingly becoming the governed way to scale intelligent experiences across the workforce – safely, consistently, and with clearer business impact.

Four out of five APAC organisations expect AI PCs to drive adoption of agentic AI, with the same proportion agreeing they enhance control and security for these applications. The broader momentum is clear: within APAC, 84% of organisations expect AI PCs to increase employee productivity, while 78% cite security benefits and 77% highlight cost advantages of running AI locally.

This shift is leading to a tangible investment. Across APAC, 65% of organisations are willing to pay a premium of 10% or more for AI PCs, reflecting their role as core infrastructure for enterprise AI.

Workstations: Powering advanced AI and specialised workloads

While AI PCs distribute intelligence across the workforce, workstations continue to serve as the performance backbone for more demanding workloads – particularly as organisations shift more AI development on-premise. Developers, engineers, designers, and data teams rely on workstation-class systems for AI model development, simulation, rendering, data preparation, and other compute-intensive activities that require reliability, low latency, and sustained performance.

The IDC research on workstations reflects this reality. 95% of organisations across APAC expect workstations to play a critical or important role in AI initiatives over the next two years, while 50% would choose a workstation as their preferred device for AI development, and 97% of organisations agree workstations are high-performance devices that fuel innovation for the organisation by empowering teams to explore cutting-edge technology like AI and Machine Learning models.

Across Southeast Asia, 92% of organisations surveyed reported higher productivity among workstation users, while 52% expect the share of workstations in their fleet to grow over the next five years. Organisations in this part of the region also reported workstation use for data preparation (66%), model fine-tuning (62%), and foundational model training (55%), underscoring the role of high-performance systems in advanced AI and professional workloads.

Use cases vary by sector – from engineering and architecture workflows in manufacturing, to content rendering in media, software development in technology, and risk modelling in financial services. AI has become the top technical computing use case for workstations, supporting the full lifecycle from data preparation (62%) and model training (60%) to fine-tuning (59%), deployment (44%) and inference (29%).

This also shifts the conversation from upfront device price to total cost of ownership – including lifecycle longevity, scalability, performance consistency, and risk reduction. As AI initiatives move closer to production, workstations are increasingly seen as long-term platforms that can scale with evolving workloads, rather than short-term tools for experimentation.

Toward an AI compute continuum that supports the next phase of enterprise AI

Together, AI PCs and workstations form an AI compute continuum, supporting everything from everyday productivity to advanced AI development and professional workloads across the enterprise.

For organisations across Asia Pacific, the next phase of AI will not be defined by a single environment or device category, but by the ability to place the right workload on the right compute. AI PCs are extending AI into everyday workflows, while workstations are helping organisations industrialise more advanced, compute-intensive, and specialised AI use cases. Combined, they give leaders a more practical foundation for scaling AI with greater speed, control, and long-term value.

Perspectives:

“AI is changing where work happens and where intelligence needs to live,” said Jacinta Quah, vice president, client solutions group, Asia Pacific, Japan and Greater China (APJC), Dell Technologies. “AI PCs and workstations are not simply device categories in a refresh cycle – they are foundational platforms built for the next phase of enterprise AI era. AI PCs bring intelligence to everyday workflows, at the fingertips of employees where data is generated. Meanwhile, workstations provide the performance and control needed for more specialised, compute-intensive workloads. Together, they enable organisations to scale AI more effectively, strengthen security and privacy, and drive meaningful business outcomes.”

“AI is placing new demands on compute, requiring both local intelligence and high-performance processing to work seamlessly together,” said Jack Huang, regional sales director, PC client commercial and channel, Asia Pacific and Japan, Intel. “As AI workloads become more diverse, organisations need silicon innovations and platforms that can support both efficient on-device experiences and more demanding workstation use cases. Together with Dell, we are helping to enable the next phase of enterprise AI with technologies built for responsiveness, efficiency and scale.”

“The speed at which AI models are being compressed to run on-device has been remarkably fast,” said Bryan Ma, vice president, client devices, IDC. “In the next year or two, very robust models will run on PCs that far exceed today’s capabilities. At the same time, organisations continue to depend on high-performance workstations for advanced AI development and specialised workloads, reinforcing a more distributed AI environment across the enterprise.”

Research Methodology:
The findings are based on two IDC InfoBriefs:

• IDC InfoBrief, sponsored by Dell Technologies and Intel, Future-ready Workforce: The Strategic Case for AI PC Adoption, Doc. #AP242547IB, January 2026
• IDC InfoBrief, sponsored by Dell Technologies and Intel, Powering Future-Ready Computing with Workstations: Built for AI. Built for You, Doc. #AP242550IB, February 2026

Future-ready Workforce: The Strategic Case for AI PC Adoption is based on a survey of 720 IT and business decision-makers across Asia Pacific organisations with more than 500 employees. Powering Future-Ready Computing with Workstations: Built for AI. Built for You surveyed 960 IT and business decision-makers in the region to assess workstation adoption, usage, and their role in enterprise AI strategies.
Hashtag: #DellTechnologies

The issuer is solely responsible for the content of this announcement.

About Dell Technologies

Dell Technologies (NYSE: DELL) helps organisations and individuals build their digital future and transform how they work, live and play. The company provides customers with the industry’s broadest and most innovative technology and services portfolio for the AI era.

An easy, secure, and private way to accept contactless payments with only an iPhone and the Fiuu Virtual Terminal iOS app, no additional hardware needed.

SHAH ALAM, MALAYSIA – Media OutReach Newswire – 22 April 2026 – Today Fiuu, which is powering payments in Southeast Asia, now enables its merchants in Malaysia to seamlessly and securely accept in-person contactless payments with Tap to Pay on iPhone. Tap to Pay on iPhone allows merchants to accept all forms of contactless payments, including contactless credit and debit cards, Apple Pay, and other digital wallets, using iPhone and the Fiuu Virtual Terminal (VT) iOS app – no additional hardware or payment terminal needed. This launch follows their December 2025 launch of Tap to Pay on iPhone in Singapore.

Using Tap to Pay on iPhone is easy, secure, and private. With Tap to Pay on iPhone, at checkout, merchants will simply prompt the customer to hold their contactless payment near the merchant’s iPhone, and the payment will be securely completed using NFC technology.

Apple’s Tap to Pay on iPhone technology uses the built-in security and privacy features of iPhone to help protect your business and customer data. Apple doesn’t store card numbers or transaction information on the device or on Apple servers, so merchants and customers can rest assured that their data stays theirs.*

“The future of commerce is not about choosing between online and offline payments, it is about enabling both seamlessly,” said Eng Sheng Guan, CEO of Fiuu. “With Fiuu VT iOS app and Tap to Pay on iPhone, we are giving merchants a true omnichannel payment experience that enables their customers to pay through their preferred channels, including Apple Pay. Businesses such as Allbirds Malaysia, Hedgren, Herschel Supply Co., Hydro Flask, and Kipling are leveraging these capabilities to streamline operations and deliver better customer experiences across every touchpoint.”

Tap to Pay on iPhone enables Fiuu’s merchants to use a contactless payment acceptance solution that is easy to set up and use. Merchants can unlock contactless payment acceptance within minutes through the Fiuu VT iOS app on an iPhone 11 or later, running the latest version of iOS.

For more information on Fiuu Virtual Terminal, please visit https://fiuu.com/virtual-terminal.

*Encrypted card numbers are temporarily stored on iPhone only for transactions made in Store and Forward mode.

Hashtag: #Fiuu

The issuer is solely responsible for the content of this announcement.

Joining Forces to Build a New Regional Value Chain and Drive Industrial Upgrading across ASEAN

HONG KONG SAR – Media OutReach Newswire – 21 April 2026 – Hong Kong has long maintained a robust bilateral relationship with Malaysia. As ASEAN’s third-largest economy, Malaysia possesses strong manufacturing and service sectors and stands as Hong Kong’s eighth-largest trading partner. Amidst the global restructuring of supply chains, Hong Kong leverages its unique position as an international innovation and technology centre anchored by its regional connectivity while remaining integrated with the world. It serves as a vital springboard and strategic hub for Malaysian enterprises expanding into regional markets and for emerging firms seeking to go global. The Hong Kong Productivity Council (HKPC) and the Federation of Malaysian Manufacturing (FMM) have signed a Memorandum of Understanding (MoU), marking the establishment of a deep strategic partnership. By integrating the resource advantages of both regions, the collaboration will provide technological innovation and market expansion support for enterprises in Hong Kong and Malaysia, optimising global supply chain layouts and helping Hong Kong better implement the “Bringing in and Going Global” strategy to seize regional development opportunities within ASEAN.

The signing ceremony of the MoU took place in Kuala Lumpur, Malaysia on April 20, 2026. Witnessed by Mr Jacob Lee Chor Kok, President of FMM; Tan Sri Dato’ (Dr) Soh Thian Lai, President Emeritus of FMM; Mr Owin Fung Ho Yin, Director of the Hong Kong Economic and Trade Office in Kuala Lumpur; and Hon Sunny Tan, Chairman of HKPC, the MoU was signed by Datuk Dr Yeoh Oon Tean, CEO of FMM, and Mr Mohamed D. BUTT, Executive Director of HKPC. This collaboration will facilitate the development of a new value chain connecting Hong Kong, Malaysia and ASEAN, driving new industrialisation in both regions while accelerating industrial upgrading and technological application.

Hon Sunny Tan, Chairman of HKPC, said, “Under the national 15th Five-Year Plan, Hong Kong has become a vital platform for enterprises to go global. Malaysia maintains robust ties with the Asian region, as well as the global industrial and trade markets. The signing of this MoU between HKPC and FMM marks a key milestone in the collaboration on industrial modernisation. We are committed to technological innovation, with a focus on enhancing expertise in automation, Industry 4.0, AI, and robotics, and actively building business matching platforms to facilitate business opportunities and expand our scope of cooperation. This not only deepens the partnership between the two organisations, but also establishes a strategic hub connecting Hong Kong with the ASEAN market. Hong Kong will fully leverage its ‘Bringing in and Going Global’, helping Malaysian enterprises precisely connect with the vast regional and global market while supporting Hong Kong companies in rooting themselves in ASEAN, co-creating a resilient and innovative cross-border value chain.”

Mr Jacob Lee Chor Kok, President of FMM, stated, “This MoU is just the beginning with our roadmap including joint technical training, workshops, technology visits and pilot projects to provide our members with first-hand exposure to the latest manufacturing innovations. We envision a future where Malaysian and Hong Kong companies collaborate on research and development (R&D), pilot new technologies and co-create solutions for emerging challenges”

Six Key Areas to Empower New Regional Industrial Upgrading
HKPC and FMM will launch comprehensive cooperation to help enterprises transform technological empowerment into competitive advantage in today’s dynamic market. The two parties will focus on Smart Manufacturing & Industry 4.0, AI & Robotics Innovation, Digital Transformation & Cybersecurity, Cross-border Business Ecosystems and Talent Development.

This collaboration integrates FMM’s extensive supply chain network of over 4,000 member enterprises with HKPC’s profound R&D capabilities in product innovation and technology transfer. Through organising delegations, professional training, business matching, and technical seminars, we will assist enterprises in precisely mastering cutting-edge technologies and market trends. Furthermore, by promoting reciprocal visits between enterprises in both regions, we aim to foster mutual economic and trade empowerment. This synergy not only strengthens corporate resilience against supply chain risks but also ensures that enterprises from both regions secure a proactive position in global supply chain competition, co-creating a distinct competitive advantage.

Hashtag: #HKPC

The issuer is solely responsible for the content of this announcement.

The collaboration combines Paymentology’s cloud-first processing platform with Change Financial’s local BIN sponsorship, regulatory expertise and in-market presence – enabling fintechs, digital banks and programme managers to launch and scale debit, credit and prepaid programmes more efficiently in the Australian market.

Change Financial is a Mastercard Principal Issuer in Australia, providing local scheme connectivity and compliance support. Together with Paymentology’s real-time, multi-cloud processing infrastructure, the partnership creates a streamlined pathway for fintechs looking to enter or expand in the country.

Australia represents one of the world’s most advanced digital payments markets. The national payments market was valued at USD 849.1 billion in 2025 and is projected to reach USD 1.35 trillion by 2034, growing at a CAGR of 5.09% between 2026 and 2034. Cards and mobile wallets now sit at the centre of everyday transactions, as digital adoption continues to accelerate. Australians made approximately AUD 160 billion in mobile wallet payments in the past year alone, with billions of transactions recorded annually, highlighting strong demand for digital-first, contactless and mobile-enabled payment experiences.

Minh Ha Truong, Head of Growth Asia Pacific at Paymentology commented: “Australia is one of the most sophisticated payments ecosystems globally, with strong consumer adoption of digital, contactless and mobile-first experiences. By partnering with Change Financial, we’re combining next-generation issuing infrastructure with trusted local BIN sponsorship and expertise, unlocking faster payment method adoption for fintechs and helping them scale confidently in the Australian market.”

Change Financial brings deep experience supporting fintechs and financial institutions through local sponsorship, scheme relationships and programme enablement.

Jennifer Mateer, Chief Commercial Officer at Change Financial added: “We collaborate closely with fintechs and programme managers every day to launch innovative payment solutions with speed and confidence. Our partnership with Paymentology combines our local market expertise with global-scale issuing infrastructure, enabling innovators to accelerate time to market and deliver compelling card payment experiences to Australian consumers and businesses.”

Hashtag: #Paymentology #Fintech

The issuer is solely responsible for the content of this announcement.

About Paymentology

Paymentology is the leading next-generation issuer processor, empowering fintechs, digital banks and retail banks to effortlessly launch and manage innovative payment solutions on a global scale. The company drives greater customer choice and value through easy-to-use, integrated platforms and services that help clients to disrupt the status quo, accelerate time to market, and achieve growth.

With a superior multi-cloud platform offering a vast global footprint, and enhanced real-time data, Paymentology distinguishes itself as a leader in the payments industry. Its team of payments experts, with deep local market knowledge, operates across 50 countries and 14 time zones, providing 24/7 support. Paymentology is deeply committed to expanding financial inclusion globally, changing lives and positively impacting the communities in which it operates.

For more information, visit https://www.Paymentology.com.

China Unicom Delivered a Masterclass in Connected Marathon Events

Marathon events typically feature high-density crowds with an extensive demand for uploads. China Unicom and Huawei turned to 5G-A 3CC on 3.5 GHz and 2.1 GHz for the event, ensuring an uplink fulfillment at 20 Mbps surpassing 99.6%, along with a peak speed of field-tested 677 Mbps. This impressive uplink performance provided consistent and reliable support for 4K/8K broadcasting and real-time collection and editing while also enabling fans to share and stream smoothly.

Such unrivalled experience is underpinned not only by high-quality networks but also flexible operations. China Unicom and Huawei used intelligent base stations to build 5G-A intelligent, elastic channels for the event. This facilitated differentiated scheduling for livestreaming, voice and video calling, and short videos to ensure smooth experiences for fans even at heavy-traffic moments.

5G-A GigaUplink Takes Embodied AI to New Heights

In a global first, the E-Town half-marathon features a pioneering format that sees human and robot runners compete simultaneously. The humanoid robots were divided into an autonomous navigation group and a remote-control group, running on the same course and evaluated using mixed timing methods. Each humanoid robot requires approximately 10 Mbps uplink for video uploads, environment sensing, gait control, and autonomous navigation. Dedicated uplink slices were reserved to ensure a positioning accuracy of up to sub-decimeter level and an average end-to-end latency of less than 30 ms throughout the racing course, which provided strong support for the video uploads, obstacle avoidance, cornering, and sprinting of humanoid robots. While offering technical upgrades to sports events, this promoted the adoption of humanoid robots on a large scale.

Qin Yang, Deputy General Manager of China Unicom in Beijing spoke proudly of the excellent connections his company provided for the 2025 World Humanoid Robot Games as a global strategic partner and the 2026 Beijing E-Town Half-Marathon event as the exclusive official communications sponsor. “5G-A and AI are essential digital infrastructure, enabling us to bring embodied AI to sports. Given the new dynamics of AI development, we will double down on our priorities over connectivity, computing power, services, and security to sharpen our competitive edges as a preferred telecom partner for intelligent sports and a core enabler for intelligent industry transformation. Moving forward, we will accelerate our innovation-driven push to strengthen our digital infrastructure and drive the high-quality growth of embodied AI in China and beyond.”

Samuel Chen, Vice President of Huawei’s Wireless Network Business Marketing, said this humanoid robot half-marathon offers a good example of deepening integration between mobile technology and embodied intelligence. “Beyond redefining connectivity for sports, it has shown us what intelligent production and life will look like in future. We are always dedicated to building excellent 5G-A networks together with operators based on user-centered innovation to ensure GigaUplink, low latency, and high reliability for differentiated mobile AI services. This will enable us to continuously drive the high-quality growth of the digital economy.”
Hashtag: #Huawei #ChinaUnicom

The issuer is solely responsible for the content of this announcement.