Technology Innovation in the Fashion Industry
02 JAN 2026
How Market, Supply Chain, and AI Pressures Are Reshaping Fashion
The global fashion industry is entering a period of rapid transformation. Faster time to market, rising cost pressures, inflexible supply chains, and increasing sustainability requirements are forcing companies to rethink how they operate, make decisions, and adopt technology.
The report ‘The State of Innovation in the Fashion Industry”, based on insights from fashion industry professionals across design, merchandising, and supply chain functions, highlights the industry’s biggest challenges, levels of innovation readiness, and the technology trends companies are investing in.
Top Challenges the Fashion Industry Is Facing Today
The fashion industry is facing increasing pressure from both the market and consumers. Amid slowing growth, companies are dealing with rising raw material and finished goods costs, driven by tariffs and trade barriers. At the same time, rapidly changing market trends are making it difficult for many businesses to keep pace and respond in time
Beyond cost and speed pressures, inconsistent pricing across channels has become a major challenge in omnichannel retail environments. At the same time, limited understanding of customer needs and behavior makes it difficult for companies to make accurate decisions on products, pricing, and inventory allocation.
Beyond external market pressures, fashion companies also face significant internal operational challenges. At an organizational level, forecasting data is often fragmented and inconsistent, making it difficult to gain a unified view for effective decision-making.
In addition, the lack of tools to simulate and assess the impact of business process changes makes improvement decisions more risky. Many companies also struggle to attract and retain the right talent, particularly in technology- and data-related roles.
Pressure around ESG and sustainability reporting continues to increase, while existing systems often lack the capability to collect and consolidate data effectively. Together, these challenges contribute to a familiar issue: difficulty closing financial books on time, directly impacting governance and financial transparency.
Supply Chain and Manufacturing: Key Bottlenecks in the Fashion Industry
According to the survey results, the supply chain remains one of the biggest bottlenecks in the fashion industry. Many companies continue to face delays across the entire supply chain—from planning to execution- limiting their ability to respond effectively to market demand.
According to the survey, the key challenges in the supply chain include:
– Delays across the entire supply chain
– Challenges in supply planning and S&OP
– Limited visibility into costs from collection to style to SKU
– Lack of effective collaboration and communication with suppliers
– Insufficient end-to-end supply chain visibility
– Difficulty managing purchase order financing
Manufacturing Challenges: In production, companies face difficulties in:
-Slow response to changes in market demand and supply
-Limited visibility into additional costs when adjusting production or supply plans
-Production disruptions caused by the inability to predict equipment or machine downtime
-Lack of end-to-end management when multiple subcontractors are involved
Innovation and AI: Strong Demand, Uneven Adoption
The survey shows that fashion companies clearly recognize the importance of innovation and AI. However, their levels of readiness and speed of adoption vary significantly. Today, companies’ approaches to innovation can be broadly grouped into three main categories:
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Risk-averse / Wait-and-see organizations:
These companies prefer to observe market developments and adopt new technologies only after their effectiveness has been clearly proven, in order to minimize investment risk. -
Fast adopters:
These companies are willing to experiment with new solutions such as AI and cloud technologies to improve operations, while still adopting them in a phased and controlled manner. -
Industry innovators / disrupters:
These companies proactively embed technology into the core of their business operations, viewing innovation as a long-term competitive advantage rather than just a supporting tool.
Key Business Areas Where AI Is Applied
In the fashion industry, AI is no longer a distant concept—it is already being applied across many practical operational and business activities. Common use cases include:
-Data analysis to gain deeper insights into business performance and customer behavior
-Trend forecasting to anticipate market demand and consumer trends early
– Marketing content creation that is faster and more personalized for different customer segments
-Customer support through chatbots and AI-powered customer service tools
-Demand forecasting and inventory optimization to reduce excess stock and minimize stockouts
Barriers to AI Adoption in the Fashion Industry
Although AI offers significant potential, real-world implementation remains challenging. Fashion companies report that the biggest difficulties in adopting AI today include:
-Budget constraints that limit long-term and structured investment
– A lack of skills and qualified talent to implement and operate AI solutions
-Fragmented legacy systems that are difficult to integrate with new technologies
-Internal resistance to change, particularly when processes and ways of working need to be transformed
-Limitations from technology or vendors that restrict scalability
Notably, unstructured and fragmented data remains the biggest barrier, preventing AI from delivering the expected value and reducing the reliability of analytical outcomes.
Cloud & công nghệ: Nền tảng cho ngành Fashion trong giai đoạn tiếp theo
Survey results show that fashion companies are actively investing in technology to improve adaptability, optimize operations, and build a foundation for long-term growth. The key technology areas being prioritized or prepared for implementation include:
– Artificial Intelligence (AI) and Machine Learning to support data analysis and decision-making
– Advanced analytics to gain deeper insights from business data
– Digital twins and virtual try-on to shorten product development cycles
– Blockchain to enhance traceability and supply chain transparency
– IoT for smart manufacturing, enabling better monitoring and optimization of production operations
In addition to current investments, companies are also preparing for key cloud-enabled trends leading into 2026, with a strong focus on real-time operations and customer experience, including:
– AI-powered demand forecasting and planning to respond quickly to market fluctuations
– Real-time global inventory visibility to enable cross-border inventory control
-Multi-region omnichannel orchestration to ensure a consistent experience across all channels
– AI-driven customer experience personalization based on centralized data
-Cloud-based sustainability scoring to support ESG tracking and reporting
From Insights to Action: The Need for an Integrated Platform in Fashion
The report highlights a clear and consistent message: innovation cannot deliver real impact when data remains fragmented, systems operate in silos, and processes are not connected end to end. Without end-to-end operational visibility, companies struggle to turn AI and technology initiatives into tangible business value.
To address these challenges, the fashion industry needs an integrated ERP and cloud platform that connects the entire value chain, including:
Design – from concept to product development
Manufacturing – production and subcontracting
Supply chain – planning, sourcing, and logistics
Wholesale and retail – distribution and sales
E-commerce and omnichannel – managing customer experiences across channels
An integrated platform enables companies to:
– Make faster and more accurate decisions based on real-time data
– Optimize inventory and reduce waste across the entire supply chain
– Respond to customer demand in a timely manner across all sales channels
– Build a sustainable foundation for growth, ready for long-term innovation
TDI APJ – SAP Partner for the Fashion, Manufacturing, and Retail Industries in Vietnam
TDI APJ is a leading SAP implementation partner in the Asia region, supporting companies in the fashion, apparel, manufacturing, and retail industries on their digital transformation journeys—from standardizing core operations to building technology platforms ready for long-term growth.
We support enterprises by:
-Implementing SAP projects tailored to the specific needs of the fashion and manufacturing industries
-Standardizing product data, bills of materials, costs, inventory, and supply chain information to create a -centralized and consistent data foundation
-Enabling end-to-end integration across manufacturing, supply chain, distribution, and sales
– Building platforms ready for analytics, AI, and cloud innovation, supporting data-driven decision-making
Key Project in Fashion Manufacturing
Maxport, one of Vietnam’s leading apparel manufacturers, successfully implemented SAP S/4HANA for Fashion and Vertical Business with TDI APJ.
Maxport is a large-scale apparel manufacturer in Vietnam, operating under an integrated manufacturing model that delivers end-to-end solutions from product development and production to export for international markets. The company serves multiple global fashion brands and customers, with high requirements for quality, compliance with standards, and the ability to manage complex supply chains.
With operations spanning multiple factories and processes, and large volumes of data related to products, materials, costs, and production schedules, Maxport required a robust ERP platform to standardize operations, improve transparency, and support real-time management. The implementation of SAP S/4HANA for Fashion and Vertical Business enabled Maxport to build a unified technology platform that meets international manufacturing management standards and supports its long-term growth strategy.
Read more at: https://vnexpress.net/maxport-ung-dung-sap-s-4hana-chuan-hoa-chuoi-cung-ung-thoi-trang-4948796.html
From Manufacturing to Retail on a Unified Platform
Using the same SAP platform, TDI APJ supports enterprises in expanding from manufacturing into retail, or in operating manufacturing, wholesale, retail, and e-commerce in parallel on a single, unified system.
This approach is particularly well suited for fashion and retail brands such as ELISE, Biti’s, and other businesses adopting a vertically integrated model—where product data, inventory, pricing, and customer demand must be seamlessly connected. By combining strong SAP implementation capabilities for manufacturing with deep expertise in retail operations, TDI APJ helps enterprises build a flexible operating platform that can adapt to market changes and drive long-term innovation.
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