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Home Technology AI and Machine Learning

Asia retailers must balance GenAI benefits with data privacy concerns

FutureIoT Editors by FutureIoT Editors
February 20, 2025
Photo by Sebastian V.: https://www.pexels.com/photo/woman-walking-on-fence-1548769/

Photo by Sebastian V.: https://www.pexels.com/photo/woman-walking-on-fence-1548769/

Generative AI (GenAI) is rapidly transforming the retail landscape in Asia/Pacific, offering chief operating officers (COOs) new opportunities to enhance operational efficiency and customer engagement. By 2027, 50% of retailers in the region are expected to adopt GenAI for product content creation, enabling dynamic personalisation, reducing content management costs by 30%, and improving conversion rates. For COOs navigating this shift, understanding the implications of GenAI adoption is critical for staying competitive.

Operational efficiency and cost management

GenAI’s ability to automate content creation provides a clear path to reducing operational costs. Retailers can leverage AI-driven tools to generate product descriptions, marketing materials, and personalised recommendations at scale. This automation not only cuts costs but also accelerates time-to-market for new products. COOs must prioritise integrating these tools into existing workflows while ensuring that cost savings align with broader operational goals.

Data Integration and Accuracy

The success of GenAI hinges on effective data management. Retailers in Asia often deal with fragmented systems and unstructured data, such as customer reviews, sales patterns, and product images. For COOs, investing in robust data platforms capable of aggregating and analysing diverse data types is essential. Ensuring data accuracy and consistency across platforms will be key to unlocking the full potential of AI-driven insights.

Customisation for local markets

Data privacy regulations across Asia add another layer of complexity to GenAI implementation. Countries like China, Singapore, and India have stringent laws governing data usage and cross-border transfers. COOs must ensure compliance while addressing ethical concerns around AI-generated content, such as biases or inaccuracies that could harm brand reputation.

Regulatory compliance and ethical considerations

Asia’s retail market is characterised by its diversity, with significant variations in consumer behaviour across countries. GenAI applications must be tailored to reflect local cultural nuances, languages, and purchasing habits. COOs need to ensure that AI-generated content aligns with brand identity while resonating with regional audiences. This requires close collaboration between technology providers and local marketing teams.

Scalability and flexibility

As GenAI adoption grows, scalability becomes a pressing concern. By 2026, 90% of retail tools are expected to embed AI algorithms, with one-third using modular or standalone models that can be adapted for specific use cases. For COOs, selecting flexible solutions that allow for easy updates and integration with existing systems will be crucial for long-term success.

Workforce implications

While GenAI reduces manual workloads, it also necessitates upskilling employees to manage AI tools effectively. COOs must invest in training programmes to empower their teams with the skills needed to operate in an AI-driven environment.

Generative AI represents a transformative opportunity for Asia/Pacific retailers. For COOs, success will depend on strategic investments in technology, workforce development, and compliance frameworks while maintaining a focus on local market needs. By addressing these priorities, they can position their organisations at the forefront of retail innovation.

Related:  Building resilience against IoT vulnerabilities
Tags: cost managementdata privacyGenAIregulatory compliance
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