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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

(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.

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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.

Fiuu Now Offers Tap to Pay on iPhone for Merchants in Malaysia to Accept Contactless Payments
Fiuu Now Offers Tap to Pay on iPhone for Merchants in Malaysia to Accept Contactless Payments

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.

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Gandakan Kebaikan transforms nationwide kindness into real homes, delivering meaningful and lasting impact.

KUALA LUMPUR, MALAYSIA – Media OutReach Newswire – 22 April 2026 – Tropicana Twister’s ‘Gandakan Kebaikan’ campaign has reached a defining milestone with the completion and handover of homes to families in need, marking a tangible outcome of a nationwide movement built on everyday acts of kindness.

Final Shot 1

Developed in partnership with EPIC Homes, the initiative contributes towards the building of up to 100 homes for underserved communities, including Orang Asli families across Malaysia. What began during Ramadan as a simple call to do good has since translated into safe, liveable spaces that provide families with protection, stability and a chance to move forward.

“Gandakan Kebaikan reflects our belief that meaningful change happens when communities come together with a shared purpose,” said Aditya Sheoran, PepsiCo Franchise Senior Director. “Through this initiative, we’re building homes and helping to create stronger foundations for families to thrive, today and for the future.”

Jennifer Lee, Head of Marketing, PepsiCo Malaysia Beverages, shared, “This is where intention becomes impact. Tropicana Twister’s Gandakan Kebaikan campaign started as individual acts of kindness, and now, the result is visible, that Malaysians are and will continue to show up for one another.”

“Families living in unsafe homes live in constant worry, especially during heavy rain. An EPIC Home gives them a place where they can feel secure. It goes beyond being just a shelter – a safe home gives peace of mind, stability, and the hope for a better future.” said Nadhira Halim, (Asst. Manager, Fundraising & Partnership, EPIC Homes).

More than just physical structures, these homes create a sense of security and dignity, while giving families a stable environment to rebuild their lives. Built with the support of volunteers and local communities, each home reflects a collective effort that goes far beyond a single campaign.

While ‘Gandakan Kebaikan’ was rooted in the spirit of Ramadan, its impact continues to extend far beyond the festive season. By focusing on long-term community needs, Tropicana Twister reinforces its commitment to creating meaningful and lasting change.

“As a brand, we believe in the power of collective goodness. This project is about turning that belief into action and bringing people together to create lasting impact,” added Jennifer. “Just like every beam and plank forms a home, each of you is a vital piece in building this journey.”

With the completion of these homes, ‘Gandakan Kebaikan’ continues to build on its mission of supporting underserved communities across Malaysia, proving that collective goodwill can create an impact that lasts beyond a moment.

For more information, visit Tropicana Twister’s Facebook page @MYTropicana and watch here on YouTube to see the impact unfold.

Hashtag: #TropicanaTwister

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

About PepsiCo

PepsiCo products are enjoyed by consumers more than one billion times a day in more than 200 countries and territories around the world. PepsiCo generated more than $86 billion in net revenue in 2022, driven by a complimentary beverage and convenient foods portfolio that includes Tropicana, Lay’s, Doritos, Cheetos, Gatorade, Pepsi-Cola, Mountain Dew, Quaker, and SodaStream. PepsiCo’s product portfolio includes a wide range of enjoyable foods and beverages, including many iconic brands that generate more than $1 billion each in estimated annual retail sales.

Guiding PepsiCo is our vision to be the Global Leader in Beverages and Convenient Foods by Winning with pep+ (PepsiCo Positive). pep+ is our strategic end-to-end transformation that puts sustainability and human capital at the centre of how we will create value and growth by operating within planetary boundaries and inspiring positive change cafor the planet and people. For more information, visit , and follow on Twitter, Instagram, Facebook, and LinkedIn @PepsiCo.

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 Hong Kong Productivity Council and the Federation of Malaysian Manufacturing signed a Memorandum of Understanding, marking the establishment of a deep strategic partnership and integration of the resource advantages of both regions.
The Hong Kong Productivity Council and the Federation of Malaysian Manufacturing signed a Memorandum of Understanding, marking the establishment of a deep strategic partnership and integration of the resource advantages of both regions.

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.

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