AI and Omni-Channel Integration in Thai Retail Development: A Comparative Study of Global and Local Practices
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Abstract
This study aims to explore and analyze the integration between Artificial Intelligence (AI) technology and Omni-Channel retail systems in developing Thailand's retail industry by comparing it with global best practices. The rationale for this study stems from the rapid transformation of AI technology that is revolutionizing the retail industry worldwide, including the necessity for Thailand to adapt to keep pace with these changes, particularly in the context where consumers have increasingly high expectations for personalized and seamless shopping experiences across all channels.
The study employs a Systematic Literature Review methodology, collecting data from diverse sources including academic articles from online databases, research reports from leading research institutions, case studies from global retail companies, and industry reports from consulting firms. The data selection criteria were established to include publications within the past 5 years (2020-2024) related to AI, Omni-Channel, or retail technology, with supporting case studies or empirical evidence demonstrating the application of AI integrated with omni-channel retail systems and modern retail innovations that can enhance operational efficiency, create new shopping experiences, and generate value for both retailers and consumers.
The study identifies six key factors driving the retail industry: Smart Store Experience, Inventory Intelligence, Seamless Commerce Journey, Hyper-Personalization, Supply Chain Revolution, and Data-Driven Store Operations. The research found that Thailand demonstrates high readiness for AI technology adoption, with 92% of the workforce using AI in their work, but still faces challenges in personnel skill development, high investment costs, and data privacy concerns.
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References
Access Partnership. (2024). AI for all in Thailand: Building an AI-ready economy with Google. https://accesspartnership.com/ai-for-all-in-thailand-building-an-ai-ready-economy-with-google/
AI Thailand. (2024). The National Artificial Intelligence Action Plan for the Development of Thailand (2022–2027). https://ai.in.th/en/about-ai-thailand/
AIX. (2024, April 13). Case study: Integration of AI technologies in 7-Eleven operations. https://aiexpert.network/case-study-integration-of-ai-technologies-in-7-eleven-operations/
Allied Market Research. (2024). AI in energy market: Growth, trends & forecast (2024-2029). https://www.alliedmarketresearch.com/ai-in-energy-market-A12587
Amity Solutions. (2024). AI trends in Thailand for the second half of 2024. https://www.amitysolutions.com/blog/ai-trends-thailand-2h-2024
Baek, D. S. (2024, January 14). 14,000 7-Eleven outlets in Thailand. LinkedIn. https://www.linkedin.com/pulse/14000-7-eleven-outlets-thailand-david-sehyeon-baek--vk0vc
Biometric Update. (2024, November 5). Thai digital ID framework entering second phase.
https://www.biometricupdate.com/202411/thai-digital-id-framework-entering-second-phase
Bondi, S., Goldrick, M., Reasor, E., Sen, B., & Wilkie, J. (2021, April 28). The dos and don'ts of dynamic pricing in retail. McKinsey & Company. https://www.mckinsey.com/capabilities/growth-marketing-and-sales/our-insights/the-dos-and-donts-of-dynamic-pricing-in-retail
Central Retail Corporation. (2024). First in Thailand! Central Food Retail Group collaborates with Central Retail Digital and Google Cloud to debut 'Tops Chef Bot'. https://www.centralretail.com/en/newsroom/news-and-activities/902/
Climatesort. (2024). 12 AI energy companies for a brighter future [2025 review]. https://climatesort.com/ai-energy-companies/
Coaxsoft. (2024). Predictive analytics in retail: Behavior analysis tools & practices. https://coaxsoft.com/blog/predictive-analytics-in-retail
Credence Research. (2024). Augmented reality shopping market size, growth & forecast 2032. https://www.credenceresearch.com/report/augmented-reality-ar-shopping-market
Custom Market Insights. (2024). Global augmented reality in retail market size 2033. https://www.custommarketinsights.com/report/augmented-reality-in-retail-market/
Deloitte. (2023). Augmented reality in retail – vCommerce. https://www2.deloitte.com/us/en/pages/technology/articles/augmented-reality-retail-vcommerce.html
Design Developer. (2024). Computer vision in retail: Benefits & 10 popular use cases. https://www.designveloper.com/guide/computer-vision-in-retail/
Disruptive Tech News. (n.d.). Thai 7-Eleven stores to adopt facial recognition technology. https://disruptivetechnews.com/big_news/thai-7-eleven-stores-to-adopt-facial-recognition-technology/
Dropoff. (2024). Micro-fulfilment: In-depth guide + 7 real examples for 2024. https://www.dropoff.com/blog/micro-fulfillment/
EMMA AI. (2024). 2024 retail energy-saving trends - Introducing EMMA AI. https://emma-ai.com/blog/2024-retail-energy-saving-trends-innovations-for-a-sustainable-future/
Empower. (2024). Ask AI: Are we in the era of dynamic pricing? https://www.empower.com/the-currency/play/dynamic-pricing-artificial-intelligence
Evans, M. (2024). Retail reinvention: A framework for future growth. Euromonitor International & National Retail Federation. https://nrf.com/blog/top-3-retail-trends-driving-industry-transformation-2024
Fortune Business Insights. (2024). Retail analytics market size, share & industry analysis.
Globe Newswire. (2024). Micro fulfillment centers (MFCs) industry report 2024-2030. https://www.globenewswire.com/news-release/2025/02/26/3033118/0/en/Micro-Fulfillment-Centers-MFCs-Industry-Report-2024-2030.html
Grocery Doppio. (2024). 6 largest companies that are changing the game with micro-fulfillment centers. https://www.grocerydoppio.com/articles/6-largest-companies-that-are-changing-the-game-with-micro-fulfillment-centers
Harvard Business Review. (2024). The omnichannel opportunity.
Huang, W., & Chen, Y. (2021). Digital transformation in Chinese retail: Consumer behavior changes in the Freshippo ecosystem. Electronic Commerce Research and Applications, 48, 101071. https://doi.org/10.1016/j.elerap.2021.101071
Hyperight.com. (2021). Deep Brew: Transforming Starbucks into AI & data-driven company. https://hyperight.com/deep-brew-transforming-starbucks-into-a-data-driven-company/
IBM. (2024). Live commerce gets an AI-powered reboot. https://www.ibm.com/think/news/live-commerce-ai
Leafio.ai. (2024). Retail predictive analytics: Usage, benefits & more. https://www.leafio.ai/blog/retail-predictive-analytics/
Lotus's Corporate. (2022). Lotus's enhances leader position with "New SMART Retail". https://corporate.lotuss.com/en/news/corporate/180-en/
Metapack. (2024). AI in retail 2024: Metapack's omnichannel & AI insights. https://www.metapack.com/blog/retail-ai-transformation/
MIT Center for Transportation and Logistics. (2024). AI in omnichannel retailing: A revolution in the making. The Supply Chain Xchange.
Oliver W. (2024). How generative AI can transform retail stores: Key benefits. https://www.oliverwyman.com/our-expertise/insights/2024/aug/how-generative-ai-can-transform-retail-stores-key-benefits.html
OneRail. (2024). 2024 retail delivery trends report: Key highlights from OneRail's survey. https://www.onerail.com/2024-retail-delivery-trends-report-key-highlights-from-onerails-survey/
Oosthuizen, K., Botha, E., Robertson, J., & Montecchi, M. (2021). Artificial intelligence in retail: The AI-enabled value chain. Australasian Marketing Journal, 29(3), 145–168.
OpenGov Asia. (2024). Thailand's AI strategy: Cultivating talent and supporting start-ups.
Parcel Pending. (2024). Redefining retail: 2024 trends in sustainability, delivery, and returns. https://www.parcelpending.com/en-us/blog/redefining-retail-2024-trends-in-sustainability-delivery-and-returns/
PwC Thailand. (2024). PwC Thailand warns of skills gap as key barrier to AI adoption. https://www.pwc.com/th/en/press-room/press-release/2024/press-release-05-06-24-en.html
PYMNTS.com. (2024a). AI, omnichannel and social commerce: Inside the 2024 D2C transformation. https://www.pymnts.com/news/retail/2024/ai-omnichannel-and-social-commerce-inside-the-2024-d2c-transformation/
PYMNTS.com. (2024b). Consumers want to personalize shopping with extended reality. https://www.pymnts.com/news/retail/2024/consumers-want-to-personalize-shopping-with-extended-reality/
Rapid Innovation. (2024). AI-powered workforce staffing in retail 2024. https://www.rapidinnovation.io/post/ai-for-workforce-management-in-retail-optimizing-staffing-and-schedules
Remark Holdings, Inc. (2018). KanKan AI retail system delivers strong initial results for CP Lotus supermarket. https://www.prnewswire.com/news-releases/kankan-ai-retail-system-delivers-strong-initial-results-for-cp-lotus-supermarket-300762533.html
Research.aimultiple.com. (2024). Top 5 use cases of computer vision in retail in 2025. https://research.aimultiple.com/computer-vision-use-cases/
Research And Markets. (2024). Micro fulfillment centers (MFCs) strategic business report 2024.
Retail Brew. (2024). Retailers find their crystal ball with predictive analytics. https://www.retailbrew.com/stories/2025/03/25/retailers-find-their-crystal-ball-with-predictive-analytics
Retail Technology Innovation Hub. (2024). Primark Lincoln store live with Click and Collect as it expands service to all Great Britain stores. https://retailtechinnovationhub.com/home/2024/11/4/primark-lincoln-store-goes-live-with-click-and-collect-as-retailer-expands-service-to-all-great-britain-stores
Seyedan, M., & Mafakheri, F. (2020). Predictive big data analytics for supply chain demand forecasting: Methods, applications, and research opportunities. Journal of Big Data, 7(1), 1–53. https://www.researchgate.net/publication/343229013_Predictive_big_data_analytics_for_supply_chain_demand_forecasting_methods_applications_and_research_opportunities
Shopdev. (2024). 9 generative AI use cases for retail success in 2024. https://www.shopdev.co/blog/generative-ai-use-cases-for-retail
Staffing Industry. (2024). Thailand leads generative AI adoption across Southeast Asia. https://www.staffingindustry.com/news/global-daily-news/thailand-leads-generative-ai-adoption-across-southeast-asia
Statista. (2024). Artificial intelligence - Thailand market forecast. https://www.statista.com/outlook/tmo/artificial-intelligence/thailand
Storyly. (2024). Social commerce stats and trends to know in 2024. https://www.storyly.io/post/social-commerce-stats-and-trends-to-know
TechNode Global. (2024). Thailand's Central Food Retail partners with Google Cloud to launch AI shopping assistant. https://technode.global/2024/12/02/thailands-central-food-retail-partners-google-cloud-to-launch-ai-shopping-assistant/
The Drum. (2024). How AI and customer intelligence will finally make omnichannel a retail reality. https://www.thedrum.com/opinion/2024/05/28/how-ai-and-customer-intelligence-will-finally-make-omnichannel-retail-reality
The Nation Thailand. (2023). Lotus's Pick & Go by True Digital, Thailand's first unmanned store is now live. https://www.nationthailand.com/pr-news/more/pr-news/40029059
The Nation Thailand. (2025). AI, omnichannel and D2C transform ASEAN retail market. https://www.nationthailand.com/business/economy/40046543
World Economic Forum. (2024, January 10). Why there is an AI trust gap in the workplace. https://www.weforum.org/stories/2024/01/why-there-is-an-ai-trust-gap-in-the-workplace/
Zendesk. (2023). Customer experience trends report 2023. https://www.zendesk.com/customer-experience-trends/