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By: Zenia Pearl V. Nicolas   In recent years, leadership conversations have been dominated by speed, faster innovation cycles, faster deployment, faster decision-making. But as organizations deepen their reliance on artificial intelligence, a more complex reality is beginning to emerge. Speed, on its own, is no longer a competitive advantage. Without control, it can quickly become a liability.  This became evident as Amazon enforced a 90-day “ code safety reset ” following a series of operational disruptions linked to system changes, including AI-assisted development. The company responded by tightening internal processes, requiring stronger approvals, improved documentation, and more disciplined oversight before deployment. What stands out is not just the technical response, but the leadership implication behind it.  In highly automated environments, even small decisions can scale instantly across millions of users. This changes the role of leadership fundamentally. It is no longer enough to enable teams to move quickly. Leaders must now ensure that systems remain stable, resilient, and accountable under pressure.   What we are seeing is a shift from speed-driven leadership to discipline-driven leadership . Organizations are beginning to recognize that innovation must be supported by structure. The ability to pause, evaluate, and control execution is becoming just as important as the ability to move fast.  In the AI era, leadership is not defined by how quickly an organization can act, but by how well it can act without breaking what already works .  Reference   Business Insider. (2026, March 17). Amazon tightens code controls after outages including one AI-related incident.   https://www.businessinsider.com/amazon-tightens-code-controls-after-outages-including-one-ai-2026-3

Zenia Pearl V. Nicolas   As the customer experience (CX) space evolves in the age of AI, it’s no longer just about building faster systems, it’s about building more authentic relationships.  During the  CustomerX: CX Unbound  event held at Grand Hyatt BGC, Kulachart Ngernpermpoon, Country Manager of Genesys  for the Philippines and Indo-China, offered a grounded but forward-thinking take on where CX is headed: a future where human empathy and smart automation coexist at scale. “Every day we talk about using technology to reach the outcome, but it really starts with how we set the goal: not just for efficiency, but for ease, personalization and connection,” Kulachart shared.  From massive enterprises to growing startups, organizations across Southeast Asia are asking the same question: How do we craft customer journeys that feel human in a world that’s increasingly digital?  According to Kulachart, the answer isn’t just in better tools, it’s in better intentions.    Striking the Balance: Smart Automation + Real Connection In today’s environment, customers want quick, seamless solutions but not at the expense of authentic service. Kulachart emphasized that setting the right goal is critical.  Companies must think beyond efficiency. “It’s not just about cutting costs, it’s about creating value for the customer, employees and the company itself. That’s when insights flow, loyalty builds and everyone wins.” By embedding empathy into design thinking and harnessing AI to anticipate customer needs, businesses can shift from reacting to truly understanding.   The Power of Accessible AI in the Philippines | customerX When asked about regional trends, especially in the Philippines, Kulachart expressed optimism.  “The playing field is changing. AI is now more accessible, even for smaller businesses. Companies can now adopt solutions without huge upfront investments. It’s more flexible, scalable and democratized.” This shift enables not just better CX but also improved employee experience . “With more control in the hands of teams, brands don’t need to wait for system integrators to evolve. They can drive change on their own terms.    Personalization at Scale: A Promise You Can Keep Kulachart discussed how today’s brands are navigating an ecosystem that is mobile, fast and decentralized. Yet customers still crave experiences that feel personal. “The channels are more digital now, but so are the insights. With the right AI and mobile tools, you can understand your customer’s preferences, behavior and context in real time.  You’re not just solving a problem, you’re building a connection.” This data-first, empathy-driven approach to personalization empowers brands to stay true to their promise —even as they grow.    Where Technology Ends, the Human Journey Begins For Genesys , participating in  CustomerX isn’t just about sharing thought leadership, it’s about co-creating a future of better experience design. “This is my second CustomerX event and I’m truly grateful. It’s not just a platform, it’s a community. We look forward to more opportunities to collaborate and learn,” Kulachart shared. In a business world obsessed with speed and scale, it’s easy to forget the quiet power of being understood. But through this conversation with Kulachart Ngernpermpoon, one thing becomes crystal clear: the future of customer experience isn’t just about how fast we can respond, it’s about how deeply we can connect. At its core, customer experience isn’t a dashboard metric. It’s that moment when a customer feels seen, heard and valued, whether they’re solving a problem, making a purchase or simply teaching. Genesys doesn’t just build systems. It helps companies remember  what it means to be human in a digital world. Because behind every chatbot, every contact center, every line of code—there is a person seeking a little more ease, a little more care and a little more trust. And when brands choose to show up with empathy, clarity and intent, they don’t just earn loyalty. They build relationships that last. This isn’t just the future of CX. It’s the future of business.  And maybe, it’s the future we’ve been waiting for.

By: Zenia Pearl V. Nicolas   The next transformation in digital commerce may not happen inside a website or mobile app. Instead, it may take place inside an AI conversation.  Retailers across the globe are beginning to prepare for a new type of shopping journey in which AI assistants guide consumers from product discovery to purchase.  This week, reports revealed that British retailer John Lewis is investing in an AI-powered shopping strategy designed to help customers receive product recommendations through conversational platforms such as ChatGPT and Google Gemini. The company also plans to integrate sales through social commerce platforms like TikTok Shop as part of a broader effort to reach younger digital consumers.  The initiative represents a significant shift in how retailers think about digital channels. For decades, e-commerce strategy focused on driving customers to a brand’s website. But AI-driven interfaces are beginning to change the dynamics of online shopping.  Consumers increasingly interact with conversational platforms that can search for products, compare prices, and generate recommendations in real time. In this environment, the retailer’s traditional storefront becomes only one touchpoint in a larger ecosystem of AI-mediated commerce.  Some companies are embracing this transformation by integrating directly with AI platforms. Others are building their own digital assistants to retain control of customer data and shopping experiences.  The emerging landscape suggests that retail competition will no longer revolve solely around product selection or pricing. Instead, it may depend on who controls the interface where consumers make decisions.  AI assistants are quickly becoming that interface.  For retailers, the strategic challenge is clear: adapt to AI-enabled commerce or risk becoming invisible within the algorithms that guide tomorrow’s shopping journeys.    References   The Times. (2026, March 8). John Lewis to sell via ChatGPT and TikTok in youth push.    Retail Dive. (2026). Retail’s AI commerce shift and data risks. https://www.retaildive.com/news/retails-ai-bet-risks-data-market-share/810202/   National Retail Federation. (2026). 10 trends and predictions for retail in 2026. https://nrf.com/blog/10-trends-and-predictions-for-retail-in-2026

By: Zenia Pearl V. Nicolas Artificial intelligence has accelerated software development across the technology industry, but a recent incident at Amazon highlights a growing risk for companies racing to automate engineering processes. This week, Amazon launched a 90-day “code safety reset” across its engineering teams after a series of platform disruptions linked to AI-assisted coding tools. The internal overhaul followed incidents that significantly impacted the company’s e-commerce operations, including one outage that caused North American orders to drop by 99 percent, resulting in approximately 6.3 million lost orders. Another earlier incident generated 1.6 million website errors and roughly 120,000 lost orders due to inaccurate delivery estimates appearing at checkout. The disruptions prompted Amazon to convene a high-level engineering meeting to examine how generative AI tools were being used in software deployments. Executives noted that while AI accelerates development speed, best practices for AI-assisted code are still evolving, increasing the risk of errors affecting large-scale digital infrastructure. In response, Amazon is now enforcing stricter deployment rules across hundreds of critical systems. Engineers must obtain dual approvals, provide detailed documentation, and undergo additional review procedures before launching changes that affect customers. The move reflects a broader reality facing digital enterprises: AI has dramatically increased the pace of innovation, but it has also introduced new operational vulnerabilities. Large-scale retail platforms process millions of transactions every hour. When AI-generated code interacts with such complex environments, even minor errors can cascade across logistics networks, payment systems, and supply chains. The lesson for technology leaders is not that AI should be slowed down, but that governance must evolve alongside automation. In the race toward faster development cycles, the companies that succeed will not necessarily be those that adopt AI first—but those that build the strongest safeguards around it. References Business Insider. (2026, March 12). Amazon orders 90-day reset after code mishaps cause millions of lost orders.   Financial Times. (2026, March 11). Amazon holds engineering meeting following AI-related outages.   Tom’s Hardware. (2026, March 11). Amazon calls engineers to address issues caused by AI tools after outages.   Analytics Insight. (2026, March 11). Amazon orders 90-day code safety reset after AI-linked platform outages.   Ad-Hoc News. (2026, March 12). Amazon’s AI stumbles trigger major operational overhaul.   Financial Express. (2026, March 13). Amazon tightens reviews of AI-written code after outages.

Going global is no longer a privilege reserved for Fortune 500 corporations. Thanks to the rapid expansion of cross-border e-commerce infrastructure, brands of all sizes — from scrappy startups to mid-market disruptors — are now reaching customers in dozens of countries without setting up a single physical office abroad. The global cross-border e-commerce market is projected to surpass $7.9 trillion by 2030, driven by advances in logistics, localized digital marketing, and consumer demand for international products.  But going global is not simply a matter of listing products on a marketplace and waiting for orders to roll in. The brands that succeed internationally do so through deliberate strategy: deep market research, culturally intelligent marketing, smart partnerships, and relentless attention to the customer experience. 1. Shein: From a Small Chinese Retailer to a Global Fast-Fashion Phenomenon  Few cross-border e-commerce stories are as dramatic as Shein's ascent. Founded in Nanjing, China in 2008, Shein began as a modest online retailer focused on wedding dresses. Over the next decade, it quietly rebuilt itself into a data-driven, ultra-fast-fashion machine targeting young consumers in the United States, Europe, the Middle East, and Latin America.  What Made It Work  Shein's global success rests on a combination of aggressive data analytics and social media marketing. The brand uses real-time trend data to design and produce thousands of new styles every week — a supply chain model that outpaces even Zara and H&M. Equally important was its investment in influencer marketing on platforms like TikTok and Instagram, particularly targeting Gen Z audiences who were already spending hours on those platforms.  The company localized its app and website for each target market, offering region-specific payment options, currencies, and sizing guides. It also ran country-specific promotional campaigns, discount strategies, and even regional social media accounts to create hyper-local relevance.  The Takeaway for Brands  Shein's playbook demonstrates that cross-border success requires both global scale and local personalization. Brands cannot afford to treat international markets as one homogeneous audience.   2. Gymshark: A Gym Bag Brand That Conquered the World Through Community  Gymshark was founded in 2012 in a garage in Birmingham, England, by then-teenager Ben Francis. Starting with nothing more than a screen-printing machine and a sewing machine, Francis built what would become one of the fastest-growing fitness apparel brands in the world — achieving unicorn status (a valuation exceeding $1 billion) by 2020, with revenues generated from over 180 countries.  What Made It Work  Long before influencer marketing became a buzzword, Gymshark was already executing it masterfully. The brand identified fitness influencers on YouTube and Instagram early on and sent them free products in exchange for authentic coverage. This strategy generated enormous organic reach in key target markets including the United States, Canada, and Australia — without the cost of traditional advertising.  Gymshark also invested heavily in building a genuine online community. Its social media channels were not broadcast platforms — they were conversation spaces where customers shared workout content, transformation stories, and brand pride. The brand extended this community-building into real-world Gymshark pop-up events and athlete tours in international markets, creating physical touchpoints that deepened digital relationships.  The Takeaway for Brands  Community is one of the most durable competitive advantages a brand can build in international markets. Digital communities transcend geography.   3. Allbirds: Sustainable Footwear That Found a Global Audience  Allbirds launched in 2016 with a simple but powerful premise: stylish, sustainable shoes made from natural materials like merino wool and eucalyptus tree fiber. Founded by New Zealander Tim Brown and biotech engineer Joey Zwillinger, the brand launched in the United States as a direct-to-consumer (DTC) e-commerce brand and quickly expanded to the United Kingdom, Canada, Australia, New Zealand, Japan, South Korea, China, and Europe.  What Made It Work  Allbirds built its international expansion on a foundation of brand clarity. Its sustainability mission was not a marketing afterthought — it was baked into every product decision, packaging choice, and communication. This authenticity resonated deeply in markets like Europe and Japan, where environmental consciousness among consumers is particularly strong.  The brand also leveraged a celebrity and media moment that money cannot buy: Barack Obama was photographed wearing Allbirds, and the image went viral globally. This kind of organic brand advocacy became a cornerstone of their international visibility. In each new market, Allbirds adapted its digital marketing to reflect local sustainability conversations rather than simply translating its American campaigns.  The Takeaway for Brands  A clear, values-driven brand narrative is one of the most powerful tools for international expansion. Consumers worldwide are increasingly drawn to brands that stand for something. Developing that brand narrative — and knowing how to adapt it for different cultural contexts — is a specialty of Rockbird Media .   4. Glossier: How a Beauty Blog Became a Global DTC Brand  Glossier's origin story is unlike almost any other brand's. Founded in 2014 by Emily Weiss as a spinoff of her beauty blog Into The Gloss, Glossier built its entire early business on a deeply loyal online community before it even had a product. The blog had over one million monthly readers when Glossier launched — giving the brand a built-in global audience from day one.  What Made It Work  Glossier's cross-border success was rooted in its mastery of content marketing and community-driven brand building. The brand treated its customers as collaborators, regularly soliciting product feedback and featuring real customers in its campaigns rather than professional models. This created an aspirational-yet-attainable brand image that translated across cultural boundaries.  When Glossier expanded internationally — first to the United Kingdom, then Canada, France, and beyond — it did not simply open shipping routes. It ran targeted digital marketing campaigns in each market, collaborated with local influencers, and listened carefully to regional customer feedback to refine its product assortment and messaging.  The Takeaway for Brands  Content marketing is not just a traffic driver — it is a brand-building engine that can create international communities of loyal customers before you even open a new market.   5. Anker: How a Chinese Electronics Brand Won the Amazon Global Marketplace  Anker Innovations is one of the most impressive cross-border e-commerce success stories of the past decade — and one that is rarely told outside of business circles. Founded in 2011 by a former Google engineer, Anker started as a battery and charging accessories brand selling primarily on Amazon in the United States. Today, it is a multi-billion dollar global brand with products sold in over 100 countries.  What Made It Work  Anker's rise was built on a rigorous, data-driven approach to marketplace e-commerce. The brand obsessively optimized its Amazon product listings — titles, descriptions, photos, and customer review strategies — to maximize visibility and conversion in each market. It invested heavily in customer service, responding rapidly to reviews and using feedback to iterate on product quality faster than competitors.  Beyond Amazon, Anker built its own direct website presence in key markets and invested in localized digital advertising campaigns. In Europe, it ran country-specific paid search and social media campaigns calibrated to local buying habits. In Japan, it adapted its product packaging and customer communications to meet the exceptionally high standards Japanese consumers expect.  The Takeaway for Brands  Marketplace optimization and localized digital advertising are two of the highest-leverage levers for cross-border e-commerce growth. Understanding how consumers in different markets search, compare, and decide is essential.   6. Warby Parker: Disrupting Eyewear Globally with DTC Innovation  Warby Parker launched in 2010 with a mission to disrupt the eyewear industry by selling stylish, affordable glasses directly to consumers online — bypassing the traditional retail and optical chains that had long dominated the market. The brand pioneered the home try-on model and used digital storytelling to build a loyal customer base in the United States before expanding into Canada and beyond.  What Made It Work  Warby Parker's international expansion was methodical and brand-led. Rather than opening every possible market simultaneously, the brand moved carefully — starting with Canada, where cultural similarities reduced the complexity of localization. It then used learnings from Canada to refine its international playbook for future expansion.  Central to Warby Parker's global strategy was its investment in digital customer experience. Its virtual try-on technology — which allows customers to see how glasses look on their own face using augmented reality — became a key conversion tool in international markets where customers could not visit a physical store. The brand also maintained a strong and consistent content marketing presence, using storytelling to convey its social mission of donating a pair of glasses for every pair sold.  The Takeaway for Brands  Technology-enhanced customer experience is a powerful equalizer in cross-border e-commerce — it allows brands to deliver personalized, confidence-building experiences to customers who may be thousands of miles away. Combined with authentic brand storytelling, it can be a defining competitive advantage. To explore how digital experience and brand strategy intersect, visit the Rockbird Media blog for insights and case studies.    7. iHerb: Scaling Natural Health Products Across 185 Countries  iHerb is one of the most globally successful yet underappreciated e-commerce stories of the past two decades. Founded in California in 1996, iHerb has grown into one of the world's largest online retailers of vitamins, supplements, and natural health products, now shipping to more than 185 countries with over 30,000 products in its catalog.  What Made It Work  iHerb's cross-border strategy was built on three pillars: price competitiveness, logistical excellence, and aggressive localization. The platform is available in over 15 languages and accepts more than 50 different currencies and payment methods — meeting customers exactly where they are in terms of language, currency, and payment preference.  The brand also made early investments in international fulfillment infrastructure, establishing distribution centers in key regions to reduce delivery times and shipping costs. This operational foundation allowed iHerb to compete on both price and delivery speed against local competitors in markets like South Korea, Australia, and the European Union.  Equally important was iHerb's rewards and loyalty program, which incentivized customers to refer friends in their own countries — turning satisfied shoppers into volunteer brand ambassadors and dramatically reducing customer acquisition costs in new markets.  The Takeaway for Brands  Operational readiness — logistics, localization, and payment infrastructure — is just as important as marketing when expanding internationally. But once those foundations are in place, a well-designed loyalty and referral program can generate exponential growth at a fraction of the cost of paid advertising. Key Lessons from the World's Top Cross-Border E-commerce Brands  Across all of these success stories, certain strategic themes appear again and again. Here are the most important lessons for any brand preparing to go global:  Localization is Non-Negotiable. Language, currency, payment methods, sizing, and cultural context must all be adapted for each target market. Brands that treat international markets as carbon copies of their home market consistently underperform.  Community Drives Organic Growth. Brands like Gymshark and Glossier prove that a deeply engaged online community is one of the most cost-efficient engines of international growth. Building community should be a priority, not an afterthought.  Authenticity Travels Well. Allbirds and Warby Parker demonstrate that a clear, values-driven brand narrative resonates across cultural boundaries — often more powerfully than price-based messaging.  Data Should Drive Every Decision. Whether it is Shein optimizing trend cycles or Anker refining product listings, data-driven decision-making separates the brands that scale internationally from those that stall.  Social Media and Influencers Are Global Accelerators. Properly executed influencer and social media strategies can generate brand awareness in new international markets at a speed and cost that traditional advertising cannot match.  Customer Experience Is a Global Brand Asset. Brands that invest in frictionless, confidence-building digital experiences — from virtual try-ons to fast delivery and responsive customer service — win customer trust and loyalty across every market.      How Rockbird Media Helps Brands Go Global  Expanding into international markets is one of the most exciting — and complex — strategic moves a brand can make. Getting the digital marketing right is the difference between a global breakthrough and a costly misstep.   Whether you are taking your first steps into a new international market or looking to accelerate growth in markets where you already have a presence, Rockbird Media has the expertise, creative talent, and global marketing experience to help you succeed. Contact us today to start a conversation about your brand's global ambitions.

Filipino companies are no longer asking whether to automate HR — they're asking which platform to trust with their most important asset: their people. With payroll complexity ranked second-highest in Southeast Asia and workforce sizes scaling fast, AI-powered Human Capital Management (HCM) has moved from "nice-to-have" to boardroom priority. Top 10 AI-Powered HR Tools Used by Filipino Companies Are Using Right Now From multinational banks in Makati to BPO giants in Cebu, businesses across the Philippines are betting on AI-driven HR platforms to automate compliance, accelerate hiring, and deliver workforce intelligence at scale. This roundup covers the 10 most-adopted AI-powered HR tools in the Filipino market right now — what they do, who's using them, and why they matter for your organization. At RockBird Media , we help organizations navigate digital transformation in HR and marketing. This guide is part of our ongoing hrX series — bookmark it as your go-to reference for 2025. Darwinbox Darwinbox has quickly become the flagship AI-powered HCM platform for large Filipino enterprises. As we covered in our Darwinbox Philippines deep-dive, the platform serves Security Bank, Bank of the Philippine Islands (BPI), and China Banking Corporation — collectively managing tens of thousands of employees on a single digital HR spine. Its RIVeR payroll framework (Review, Initiate, Verify & e-Approve, Release, Report) was purpose-built to handle the Philippines' uniquely complex payroll landscape — including bi-monthly payouts, mandatory 13th-month pay, and multi-regulatory compliance with SSS, PhilHealth, and Pag-IBIG. Darwinbox's AI Suite (Darwinbox Sense) includes 12+ embedded AI agents for talent management, attrition analytics, and real-time manager coaching. Why it matters for PH companies: Darwinbox was named a Challenger in Gartner's Magic Quadrant for Cloud HCM Suites (2024 & 2025) — the first Asian-origin platform to earn that distinction — and holds a 4.7/5 rating on Gartner Peer Insights from verified enterprise users. Ramco HCM Ramco Systems is a well-established name in Philippine enterprise HR, particularly for BPOs and multi-country operations . A Cebu-based BPO with over 2,000 employees across Southeast Asia used Ramco to cut payroll preparation time by 50% and boost compliance accuracy by 20% — a testament to its AI-driven automation muscle. Ramco's strengths lie in its Mail It feature (email-based HR transactions), deep payroll flexibility, and seamless mobile approval workflows. For organizations running complex multi-jurisdiction payrolls, Ramco's pricing is also considered more budget-friendly than many Western alternatives. Why it matters for PH companies: Ramco's rapid deployment model and pre-built integrations with attendance-tracking systems make it a practical choice for mid-to-large enterprises that need speed-to-value without lengthy implementation cycles. SAP SuccessFactors SAP SuccessFactors remains the dominant HCM choice for Philippine subsidiaries of global multinationals. Its AI-powered Workforce Analytics , skills-based talent management, and deep integration with SAP ERP make it the go-to for companies already invested in the SAP ecosystem — from conglomerates in the Ayala Group to large retail chains. Recent AI enhancements include Joule , SAP's generative AI copilot embedded across HR modules, enabling managers to query workforce data in natural language and receive instant recommendations. Why it matters for PH companies: For enterprises with 5,000+ employees or complex global structures, SuccessFactors offers unmatched depth. Pair it with expert local implementation partners for best results. PeopleStrong PeopleStrong is gaining significant traction among Filipino mid-market companies seeking a balance of affordability and AI capability. Its Alt Recruit module uses AI to match candidates to open roles, while its conversational HR bot handles routine employee queries — reducing HR ticket volume substantially. PeopleStrong is also a Gartner Customers' Choice recipient, sharing the 2025 designation alongside Darwinbox, Oracle, and Workday — an impressive showing for an Asian-origin platform. Why it matters for PH companies: Strong fit for retail, manufacturing, and services sectors with large frontline workforces. Mobile-first design supports deskless employees effectively. Workday HCM Workday is the benchmark for AI-powered people analytics among Philippine companies in financial services and professional services. Its Skills Cloud and Workday Illuminate AI engine continuously map employee skills against organizational needs — a capability increasingly demanded by Philippine banks and insurance firms undergoing digital transformation. While premium-priced, Workday's ROI is validated by reduced administrative overhead and data-driven workforce planning that shortens hiring cycles and reduces attrition costs. Why it matters for PH companies: If your company is publicly listed or has significant global reporting requirements, Workday's audit-ready financials integration is a major operational advantage. Oracle HCM Cloud Oracle HCM Cloud is the HCM of choice for telecommunications, energy, and government-linked corporations in the Philippines. Its Digital Assistant (an AI-powered chatbot) handles everything from leave applications to policy queries, freeing HR teams from repetitive transactional work. Oracle's Payroll Connect ensures seamless compliance with Philippine statutory reporting — a critical requirement in a market ranked second-most complex for payroll in East and Southeast Asia. Why it matters for PH companies: Oracle's depth in compensation benchmarking and workforce modeling makes it indispensable for companies with multi-tier salary structures and extensive job-grading systems. Sprout HR Sprout HR is the standout locally developed platform designed from the ground up for the Philippine market. Built by Sprout Solutions — a Manila-based HR tech company — Sprout HR handles payroll, time and attendance, and employee self-service with deep compliance logic for BIR, SSS, PhilHealth, and Pag-IBIG baked in by default. Its recent AI upgrades include predictive attrition scoring and an automated payroll correction engine that flags anomalies before processing — reducing manual audit time dramatically for growing SMBs. Why it matters for PH companies: For Filipino SMBs and mid-market firms that need a plug-and-play solution with local compliance built in — without the high cost of global platforms — Sprout HR is the pragmatic choice. ADP Workforce Now ADP's global payroll infrastructure is the backbone for multinational companies with Philippine operations. A large pharmaceutical MNC in Makati used ADP to centralize payroll across Southeast Asia, achieving 100% compliance with SSS, PhilHealth, and Pag-IBIG while cutting payroll errors by 30%. ADP's AI-powered analytics provide real-time workforce cost visibility and predictive budgeting — ideal for CFOs and HR directors who need unified dashboards across multiple countries and entities. Why it matters for PH companies: If your company reports to a global HQ that already runs ADP, extending to Philippine operations ensures seamless consolidation and eliminates reconciliation overhead. Keka HR Keka HR is making inroads among Filipino tech startups and fast-scaling BPOs that need modern, intuitive HR software without enterprise-level complexity. Its AI-driven performance management module enables continuous feedback cycles and goal alignment — capabilities that resonate with the Philippines' young, digitally native workforce. Keka's employee experience focus — including a mobile app with chatbot HR assistant, digital onboarding, and pulse surveys — aligns well with the expectations of the millennial-dominant Filipino labor market. Why it matters for PH companies: For startups and scale-ups in Metro Manila's tech ecosystem looking to build a strong people-ops culture from Day 1, Keka HR offers enterprise-grade features at an accessible price point. GreatDay HR GreatDay HR is another locally developed platform that has earned a loyal following among Philippine SMEs in retail, hospitality, and healthcare. Its biometric-integrated attendance system , real-time leave management, and AI-powered scheduling make it a practical operational tool for businesses with large hourly or shift-based workforces. With smartphone penetration exceeding 60% in the Philippines, GreatDay's mobile-first architecture ensures that field employees and managers can access HR functions from anywhere — a competitive advantage in a geographically dispersed archipelago. Why it matters for PH companies: GreatDay HR's transparent pricing and fast local support make it the low-friction entry point for SMBs beginning their HR digitalization journey. Quick Comparison: What to Prioritize When Choosing Large Enterprise (1,000+ employees): Darwinbox, SAP SuccessFactors, Oracle HCM, Workday Multi-Country BPO / Regional Operations: Ramco HCM, ADP Workforce Now Mid-Market Filipino Companies (200–1,000 employees): PeopleStrong, Darwinbox, Sprout HR Startups & Scale-Ups: Keka HR, Sprout HR, GreatDay HR Locally Compliant, Budget-Conscious: Sprout HR, GreatDay HR Deepest AI / Analytics Capability: Darwinbox Sense, Oracle HCM AI, Workday Illuminate What's Driving AI-HR Adoption in the Philippines Right Now? Three forces are accelerating HCM technology adoption among Filipino companies in 2025. First, regulatory complexity : the Philippines is ranked the second most complex country for payroll processing in East and Southeast Asia, with bi-monthly payouts, mandatory 13th-month pay, and frequent legislative updates like the POWERR Act making manual HR processes financially and legally risky. Second, workforce scale : the BPO industry alone employs over 1.7 million Filipinos, and fast-growing conglomerates like Jollibee Foods, SM Group, and Ayala Corporation manage tens of thousands of employees across diverse business units — creating an urgent need for unified workforce intelligence. Third, talent competition : with the Philippines' young workforce increasingly gravitating toward employers that offer modern, self-service HR experiences, companies using AI-powered platforms report significantly higher employee engagement and lower voluntary attrition. The Role of AI Agents in Modern HCM The next frontier for Filipino HR tech adoption isn't just automation — it's agentic AI . Platforms like Darwinbox have embedded over 12 AI agents across their HCM suite: analytics agents that surface attrition risks before they become costly, coaching agents that guide line managers in real time, and service agents that resolve routine employee queries without HR intervention. Darwinbox has even launched the world's first HCM-native Model Context Protocol (MCP) server — enabling HR processes to coordinate seamlessly with finance and IT agents in the same enterprise ecosystem. This level of interoperability is setting a new standard for what enterprise HR software can achieve in 2025. For Filipino organizations evaluating their next HCM investment, the question is no longer "Does it have AI?" but "How deeply is AI embedded — and can it connect to the rest of my enterprise stack?" With 1 in 3 Filipino employees experiencing weekly burnout, HR can't afford to stand still. hrX Manila 2026  brings together the minds redefining employee experience, talent strategy, and workplace well-being. Hilton Manila | April 15, 2026 Be in the room where it happens. Register Now

Explore the $40B investment pipeline, government-backed AI initiatives, and why Kuala Lumpur is the region's rising data capital.   Why Malaysia Is Becoming Southeast Asia's Next AI Powerhouse   There is a quiet revolution happening in Southeast Asia — and it is unfolding, surprisingly, in the heart of Kuala Lumpur.  While the world's gaze has been fixed on the AI ambitions of Singapore, Japan, and South Korea, Malaysia has been making a series of bold, calculated moves that are rapidly repositioning it as one of the region's most serious contenders in the global artificial intelligence race.  This is not a story about hype. It is a story about infrastructure, capital, political will, and geography — a perfect storm that is drawing the world's biggest tech companies to Malaysian shores.  "Malaysia is no longer just watching the AI wave — it is building the infrastructure to ride it."  The $40 Billion Pipeline: Capital Is Talking  Numbers do not lie. Over the past 18 months, Malaysia has attracted an extraordinary volume of tech investment commitments that would make any emerging market blush. The figures speak volumes:  Microsoft announced a $2.2 billion investment in Malaysian cloud and AI infrastructure — its single largest commitment to the country in its 32-year history there.  Google pledged $2 billion to build data centers and cloud infrastructure in the Klang Valley.  Amazon Web Services committed $6.2 billion to Malaysia over the next 15 years to establish its first local infrastructure region.  Nvidia has deepened partnerships with Malaysian AI companies, positioning the country as a key node in its Southeast Asian expansion.  Aggregate these commitments alongside dozens of smaller deals from ByteDance, Oracle, and other players, and you begin to see the contours of a $40 billion investment pipeline taking shape across the country's digital economy.  These are not bets on a distant future. These are commitments being made now, with steel and fiber optic cable hitting the ground.  Madani Digital: The Government's AI Blueprint  Investment does not flow into a vacuum. Behind Malaysia's AI surge is a government that has, unusually for the region, managed to move with both speed and coherence on digital policy.  Prime Minister Anwar Ibrahim's Madani Economy framework has made digital transformation a national priority, and the Malaysia Digital Economy Corporation (MDEC) has been a central pillar of that push. But the most telling signal of intent came with the launch of the National AI Office and the MyDIGITAL initiative — a comprehensive roadmap designed to accelerate the country's transition into a high-income, digitally-driven economy.  The government's strategy is not simply to attract foreign data centers. It is to build a genuinely sovereign AI capability — one that includes local talent development, AI governance frameworks, and homegrown startup ecosystems.  The Digital Nasional Berhad (DNB) is rolling out 5G coverage at national scale, providing the connectivity backbone that AI infrastructure requires.  MDEC's Global Tech Titans programme specifically courts hyperscalers and AI companies with incentive packages, streamlined approvals, and land allocation.  The AI Accelerator Lab in Cyberjaya is nurturing a new generation of Malaysian AI startups, particularly in agritech, healthtech, and financial services.  "The government is not just rolling out the welcome mat — it is building the airport."  The Geography Advantage: Why KL Makes Sense  There is a reason global tech giants are choosing Malaysia over other contenders in the ASEAN bloc — and much of it comes down to geography, both physical and geopolitical.  Malaysia sits at the crossroads of major submarine cable routes connecting Asia, the Middle East, Africa, and Europe. The Strait of Malacca — one of the world's most strategically vital shipping lanes — runs along its western coast, and several of the most important undersea data cables in the world terminate or pass through Malaysian waters.  From a data routing perspective, Malaysia is genuinely central. Latency to Singapore is negligible. Latency to the broader ASEAN consumer market — nearly 700 million people — is some of the lowest in the region.  Geopolitically, Malaysia also occupies a valuable middle ground. It is a Muslim-majority democracy with strong diplomatic relationships across the Islamic world, Asia, and the West. Unlike some of its neighbors, it is not perceived as being firmly in the orbit of either Washington or Beijing — a neutrality that makes it an attractive data domicile for companies seeking to navigate an increasingly fragmented internet.  Talent, Language, and the English Advantage  Any serious AI ecosystem requires people — engineers, data scientists, researchers, and product managers who can actually build things. And here, Malaysia has an underappreciated edge.  English is widely spoken and taught from primary school level. Malaysian universities produce a significant volume of STEM graduates annually, and the country has a long history of sending its brightest students to top institutions in the UK, US, and Australia — many of whom are now returning as the domestic opportunity grows.  The country's multiethnic makeup — with Malay, Chinese, Indian, and other communities — also creates a linguistically diverse workforce with cultural fluency across markets that matter enormously for AI applications: Bahasa Malaysia, Mandarin, Tamil, and English are all spoken natively.  For companies building AI models for Southeast Asian markets, this is not a small thing. Training data, localization, and cultural nuance require people who actually live in and understand these contexts — and Malaysia has them.  The Data Center Boom: Klang Valley as Silicon Jungle  Drive through the Klang Valley today and the cranes tell the story. Iskandar Malaysia in Johor, the Kulim Hi-Tech Park in Kedah, and the technology corridors stretching out from Cyberjaya are all witnessing construction activity that would have been unimaginable five years ago.  Data centers — the physical backbone of the AI economy — require three things: land, power, and water. Malaysia has all three in relative abundance compared to land-scarce, electricity-expensive Singapore. Power tariffs for industrial users in Malaysia are among the most competitive in Asia, and renewable energy ambitions (particularly around solar, given the country's equatorial position) are giving hyperscalers a credible path to meeting their sustainability commitments.  The result is a clustering effect. Once one major player builds, the ecosystem around it — connectivity providers, cooling specialists, security firms, managed service companies — follows. Kuala Lumpur is experiencing exactly this dynamic right now.  "Where the servers go, the economy follows. And the servers are going to Malaysia."  Challenges on the Horizon  No honest assessment of Malaysia's AI ambitions would be complete without acknowledging the headwinds. For all its promise, the country faces real challenges that will test whether this moment of momentum is sustained or squandered.  Power supply reliability remains a concern as data center demand spikes. Malaysia's grid will need significant investment to keep pace.  Brain drain is a perennial issue. Talented Malaysians are still attracted to higher salaries in Singapore, Australia, and further afield. The domestic market needs to offer compelling enough careers to retain them.  The regulatory environment, while improving, can still be slow. Bureaucratic friction in approvals and land use decisions has delayed some projects.  There is a risk of over-reliance on foreign hyperscalers without building sufficient domestic AI capability — the kind of economic sovereignty question that policymakers will need to grapple with over the next decade.  These are not fatal flaws. They are solvable problems for a country with the resources and political will Malaysia currently possesses. But they require clear-eyed attention.  What It Means for the Region  Malaysia's rise is not happening in isolation. It is reshaping the calculus for the entire Southeast Asian tech ecosystem.   Singapore has long been the default domicile for tech companies entering ASEAN — the place where regional headquarters are registered, where talent pools, where the regulatory environment is predictable. That model is not going away. But Malaysia is offering a credible alternative — one that trades Singapore's premium pricing and land constraints for scale, affordability, and a rapidly maturing infrastructure.  The likely outcome is not competition but complementarity. A Kuala Lumpur-Singapore corridor is emerging as a dual-node tech hub, with each city playing to its comparative advantage. For startups, investors, and multinationals thinking about ASEAN strategy, ignoring Malaysia in this equation is no longer an option.    Malaysia's AI story is still being written. The commitments are made, the foundations are being poured, and the policy frameworks are taking shape. What happens next depends on execution — on whether the talent pipelines, the power grids, the regulatory reforms, and the startup ecosystems can scale as fast as the investment requires.  But the direction of travel is unmistakable. Southeast Asia's next great tech geography is not just Singapore. It is the corridor, the archipelago, and increasingly — the country that sits at the center of it all.  Malaysia is not waiting to be discovered. It is building the case, brick by server rack, for why it deserves to be taken seriously.    FURTHER READING   For more analysis on emerging tech markets, AI investment trends, and Southeast Asia's digital economy, visit rockbird media — your source for sharp, editorial-first tech content.  Explore more features like this one at rockbird media technology category and artificial intelligence category .

Digital Transformation is here. That is a fact which has consumed different aspects of living. Even in the world of HR, digitalisation is making strides. Luckily, there is one expert on the matter who has taken charge in making sure it is accessible for fellow leaders. In its newest feature, rockbird media would like to introduce Dr. Murugappan, the Chief Human Resources Officer at the Malaysian Communications and Multimedia Commission. Upon striking a conversation with the CHRO, we asked his part in how digitization was applied in his organization. “ I believe Digitalisation is the main focus instead of Digitisation since digitalisation involves not only technology (digitisation) but also strategy, structure, culture, capabilities and understanding customers.” He expressed that this modern complex meshwork connecting the world resulted in new opportunities and threats. Due to the disrupted normalcy at the start of the decade, businesses scrutinized traditional global value chains and looked toward Digitalisation or digital transformation. Dr. Murugappan shared that MCMC has been on their DT journey for the past 3 years through their BigFish initiative which prioritized optimizing workflows, enhancing data management, boosting employee productivity, and ensuring citizen-centric service. By leveraging technology such as IoT, AI, and RPA, it showed remarkable achievement as they had a 16.79% increase in work quality which proves that their initiative stands out for its comprehensive approach in applying DT. During the discussion with the thought leader, he told us about his current doctoral research on Digital Transformation Leadership Black Box (DTLBB), prompting us to ask something about it that can impact Malaysia soon. It is about contributing literature on Malaysia’s digital transformation. “Traditional leadership significantly differs from digital leadership; with various studies indicating poor digital leadership as among the main reasons for businesses’ unsuccessful DTs. The available literature with regard to this phenomenon, in the Malaysian context; was inadequate to generate relevant theoretical themes, or testable hypotheses. I employed an exploratory sequential design for the study.” Dr. Murugappan believes that his findings would further enhance understanding of digital leadership capabilities, and their relationship to the DT lifecycle- within the Malaysian context.   This prompted us to ask how crucial leadership will be in the digital transformation. The HR Leader emphasized that despite the digitally driven need for change, it is people that need to deliver it. “ Successful digital transformations happen when capabilities are present at every stage to steer and supplement each other, making this a holistic process, rather than a specifically targeted one. DT encompasses both, the adoption of technology, as well as leadership capabilities; with transformational, transactional, heroic, and distributed leadership styles…” But, these legacy models are not enough as there’s a new one– Digital Transformation Leadership. With traits such as the ability to recruit and retain digital-savvy talents and breaking department barriers, it is still facing unique challenges, especially since leaders are dispersed worldwide. With studies lacking behind, it’s a good thing Dr. Murugappan has started working on one as it grows more relevant and crucial. To cap off the insightful back and forth, we asked what advice he has for HR leaders to be equipped in the transforming HR landscape. Being the CHRO of MCMC, he answered based on experience. “To implement strategies that can enhance earning power for employees while bridging critical skills gaps that hinder organizational success.” He listed the best practices such as flexible work strategies, job architecture reflecting organizational strategy, shifting focus towards employee skills and experience as opposed to formal degree requirements, and most importantly, overcoming resistance to change. Additionally, he believes that these initiatives not only foster a skilled workforce capable of driving innovation but also position Malaysia competitively in the global market.   If you think you got to the gist of who Dr. Murugappan is, then you are mistaken. Join us this upcoming September 24 at Berjaya Times Square where he will lead with a Keynote Presentation. There is so much more to him that we would love for you to hear from the herald of digitalisation himself. See you!

10 Retailers Using Gamification to Drive Engagement and Sales Let's be real — shopping has changed. It's no longer just about finding what you need and checking out. Consumers today, especially younger shoppers, want to feel something when they engage with a brand. They want to be rewarded, challenged, and entertained. That's exactly why gamification has gone from being a quirky marketing experiment to a full-blown retail strategy.  Gamification — the use of game-like mechanics such as points, badges, leaderboards, challenges, and rewards in non-game environments — has become one of the most powerful tools in a retailer's playbook. When done right, it doesn't just boost sales. It builds genuine emotional connections between customers and brands.  As rockbird  media has consistently explored through its retail and e-commerce summits, the brands winning today are those investing in meaningful, interactive customer experiences — and gamification sits squarely at the heart of that shift.  Here are 10 retailers doing gamification exceptionally well and what the rest of the industry can learn from them.    1. Starbucks — Turning Your Morning Coffee Into a Quest   The Starbucks Rewards program is arguably the gold standard of retail gamification. Customers earn Stars for every purchase, unlock tier-based status, and receive personalized challenges — like earning double Stars on their next three visits — that feel tailored rather than generic.  What makes it work isn't just the points. It's the sense of progression. The feeling of moving toward something. Starbucks has effectively made ordering your daily coffee feel like leveling up — and millions of people are genuinely hooked.  The app-first approach also taps into what research on Gen-Z engagement consistently shows: mobile-accessible, gamified experiences are far more compelling to younger consumers than traditional loyalty cards ever were.  2. Nike — Competing Against Yourself (and Everyone Else)   Nike took a different approach. Rather than simply offering discounts for purchases, Nike Run Club and Nike Training Club turn fitness into a social game. Users log workouts, earn badges, climb leaderboards, and compete in challenges against friends.  This is gamification that sells without feeling like a sales pitch. The more you engage with Nike's fitness ecosystem, the more naturally you reach for Nike when you need new gear. It's brand loyalty built through utility and fun, not just transactional incentives — and that's a fundamentally more durable kind of loyalty.  Nike also understands that exclusivity drives desire. Limited-edition releases tied to app activity create urgency and scarcity, two of gamification's most powerful psychological levers.  3. Sephora — Making Beauty Shopping a Loyalty Game   Sephora's Beauty Insider program has evolved well beyond a points system. Members earn points, unlock tiers (Insider, VIB, and Rouge), gain access to exclusive events, and can redeem rewards from a curated rewards marketplace.  The tiered structure is deliberately designed to make you want to spend just a little more to unlock the next level — the same psychological hook that keeps people playing mobile games for hours. The program has hundreds of millions of members globally and consistently ranks among the best retail loyalty schemes in the world.  The takeaway links directly to what rockbird  media 's loyalty marketing insights highlight: personalized, tiered rewards systems create emotional investment, not just transactional behavior. That's the difference between a customer who stays and one who churns.  4. Amazon — The Gamification of Everything   Amazon doesn't always get credit for its gamification tactics, but they're everywhere once you start looking. Prime's benefits structure, the Daily Deals countdown timers, Lightning Deals, and the deeply satisfying order tracker that inches toward your doorstep — these are all carefully engineered game-like experiences designed to keep you coming back.  Amazon also uses its review ecosystem as a gamification engine. Verified Purchase badges, Top Reviewer rankings, and the Vine Voice program all tap into the human desire for recognition and status. And the result? More content, more trust signals, more sales.  The lesson: you don't have to build a formal loyalty program to gamify an experience. Sometimes the most effective mechanics are the ones customers barely notice.  5. IKEA — Turning Furniture Shopping Into an Adventure   IKEA has long understood that the shopping experience itself can be gamified. The famous maze-like store layout is designed to create a sense of discovery — you find things you weren't looking for, and that serendipity feels genuinely rewarding. It's not an accident; it's design.  More recently, IKEA has leaned into digital gamification through its Place AR app, letting customers play with furniture placement before buying. The IKEA Family loyalty program also uses member-exclusive discounts and seasonal challenges to maintain engagement outside the store.  IKEA's approach reflects a growing truth across the industry: as retail and e-commerce leaders increasingly discuss, the boundary between physical and digital shopping is dissolving. Gamification works best when it bridges both worlds.  6. H&M — Rewarding Sustainable Choices   H&M's loyalty program goes beyond purchase rewards. The H&M Membership scheme lets customers earn points not just for buying, but for recycling old clothing in-store, writing reviews, and referring friends. It's gamification with a conscience.  Crucially, H&M assigns different point values to different behaviors — with sustainable actions earning bonus points. This nudges customers toward eco-friendly choices while making them feel good about their engagement with the brand.  For brands navigating younger consumer demographics who increasingly care about sustainability, this shows that gamification can reinforce brand values rather than just drive transactions. That's a much more interesting kind of loyalty.  7. McDonald's — The Monopoly Effect   Few gamification campaigns have achieved the cultural reach of McDonald's Monopoly. For decades, the promotion has driven extraordinary sales spikes by attaching collectible game pieces to food purchases, with prizes ranging from free fries to life-changing cash amounts.  The genius is its simplicity: every purchase is a potential win. The randomness and anticipation of peeling back a game piece is almost Pavlovian at this point. McDonald's has replicated this formula across different markets with variations, proving that well-executed gamification is repeatable and scalable.  In recent years, McDonald's has digitized the experience through its app, combining the nostalgic game mechanic with the data collection benefits of a modern digital loyalty ecosystem. Old mechanic, new wrapper — still works brilliantly.  8. Streak-Based Engagement — The Duolingo Mechanic Comes to Retail   The streak mechanic — popularized by Duolingo, where users are rewarded for consecutive days of engagement and penalized for breaking the chain — has been widely adopted by retail brands, particularly in subscription boxes and app-based shopping platforms.  Retailers like Zalando and various beauty subscription services have adopted streak-based models in their apps, sending notifications that reward consistent engagement with exclusive offers. It's low-cost, high-impact, and drives the kind of habit formation that keeps customers in your ecosystem.  This taps into exactly the behavioral insight that customer engagement platforms are helping retail brands deploy at scale — using data to trigger timely interventions that feel rewarding rather than pushy.  9. Lazada and Shopee — Gamification at Southeast Asian Scale   If you want to see gamification running at full throttle, look at Southeast Asia's e-commerce giants. Lazada and Shopee have turned online shopping into something that looks remarkably like a mobile game — daily check-in coins, spin-the-wheel rewards, limited-time flash games, countdown deals, and virtual coins redeemable against purchases.  During major shopping festivals like 11.11 and 12.12, these platforms deploy gamification mechanics at extraordinary scale: leaderboards tracking top spenders, team-based challenges, and interactive live-stream reward events that blur the line between entertainment and commerce entirely.  The results speak for themselves — both platforms consistently break their own records during these events. For retail leaders exploring how gamification can reshape customer behavior at scale, platforms like the retailX are increasingly spotlighting Southeast Asian success stories as global models worth studying.  10. Lego — Building Community Through Play   Lego's gamification strategy is a little different from the others on this list — and that's exactly what makes it worth highlighting. Rather than focusing on purchase-driven rewards, Lego has built an entire community ecosystem around creative engagement.  The Lego Ideas platform lets fans submit designs, vote on concepts, and earn the chance to see their creations turned into official sets. It's participatory, recognition-driven, and deeply personal — and it generates enormous word-of-mouth and brand loyalty as a natural side effect.  Lego also runs in-store building challenges, seasonal scavenger hunts, and its Insiders loyalty program, which rewards purchases with points redeemable for exclusive products. But what sets Lego apart is this: it understands that the most powerful gamification doesn't just reward spending. It rewards creativity, participation, and belonging.    What Retailers Can Take From All of This   There's a clear pattern across all 10 examples. Gamification works when it's:  Personal. Generic point systems feel hollow. Personalized challenges and rewards that reflect individual preferences create genuine emotional investment.  Progression-based. The satisfaction of moving toward something — a tier upgrade, a badge, a streak milestone — keeps customers coming back long after the novelty fades.  Easy to access. The best gamification is woven into experiences customers are already having — their morning coffee run, their online shopping session, their fitness routine.  Genuinely rewarding. Whether the reward is a discount, exclusive access, or simply recognition, it has to feel worth the effort. Hollow incentives backfire and erode trust.  As the retail landscape continues to evolve, gamification isn't a gimmick — it's fast becoming an expectation. rockbird  media 's retail and customer experience events consistently surface the same insight: customers don't just want to shop — they want to feel engaged, valued, and part of something. Gamification, done well, delivers all three.    Want to explore how gamification and other customer experience innovations are reshaping retail? Discover the conversations happening at rockbird  media 's retailX and dataAIX events — where Asia's most forward-thinking retail and e-commerce leaders come together to share what's actually working on the ground.

by: Zenia Pearl V. Nicolas   Artificial intelligence adoption is moving beyond experimentation as organizations increasingly embed intelligent systems into core business operations. Across industries, companies are leveraging AI to improve forecasting accuracy, automate routine processes, and enhance decision-making efficiency.  Research from the World Economic Forum and the McKinsey Global Institute indicates that AI adoption is reshaping job composition rather than eliminating employment altogether. Technology deployment is increasing demand for analytical, technical, and digital collaboration skills while transforming traditional operational roles.  As economic conditions encourage cost discipline, productivity gains enabled by automation and advanced analytics are becoming central to corporate competitiveness. Organizations are therefore investing in technology capabilities that allow output growth without proportional increases in labor costs.  The result is a workplace increasingly defined by human-technology collaboration, where competitive advantage depends on how effectively organizations integrate digital intelligence into everyday workflows.  As artificial intelligence continues to evolve from experimentation into enterprise infrastructure, industry leaders are placing greater focus on responsible adoption, workforce readiness, and scalable digital transformation strategies. These conversations will further take shape at dataAIX Kuala Lumpur 2026 , where business and technology leaders will explore how organizations can operationalize AI for sustainable growth and competitive advantage.  References   McKinsey Global Institute. (2023). Generative AI and the future of work in America.   https://www.mckinsey.com/mgi/our-research/generative-ai-and-the-future-of-work-in-america   World Economic Forum. (2023). The future of jobs report 2023.   https://www.weforum.org/reports/the-future-of-jobs-report-2023/