Artificial intelligence is reshaping trade processes across Asia and the Pacific. However, despite growing interest, most economies have yet to deploy the technology at scale, according to a new study by the United Nations Economic and Social Commission for Asia and the Pacific (ESCAP) and the Asian Development Bank (ADB).
The Asia-Pacific Trade Facilitation Report 2026: Harnessing Artificial Intelligence in Trade Facilitation finds that AI implementation in trade facilitation stands below 15% among economies surveyed, with levels ranging from 1% to 40% across subregions.
AI is increasingly being used in customs and logistics systems across the region, including automated verification of shipping documents, machine learning tools to identify high-risk cargo and image analysis technologies used in border inspections. These applications can help reduce delays, improve compliance and strengthen supply chain resilience as economies face growing trade pressures and more complex regulations.
"The rapid development of AI and machine learning now signals yet another transformation, offering new opportunities to enhance efficiency, compliance, supply chain resilience and digital connectivity," said Armida Salsiah Alisjahbana, United Nations Under-Secretary-General and Executive Secretary of ESCAP.
She added that this transformation is particularly significant as the current global trade landscape faces growing challenges, including geopolitical tensions, increasing regulatory and compliance requirements related to climate risks and sustainability, as well as a persistent digital divide across economies.
Shortages in AI-related skills remain the biggest barrier to wider adoption, followed by high infrastructure costs, fragmented data systems and regulatory uncertainty. While many economies have expanded digital trade systems, gaps remain in data integration, interoperability and operational readiness.
"It is critical to support developing economies in strengthening digital infrastructure, cross-border connectivity, interoperable systems and digital skills to harness the benefits of AI-enabled trade facilitation," said Fatima Yasmin, Vice-President for Sectors and Themes, Asian Development Bank.
East Asia leads the region in AI readiness across operational deployment, governance frameworks and data quality, while Pacific economies continue to face the largest implementation challenges.
Launched at the Asia-Pacific Trade Facilitation Forum, the report calls for stronger investment in AI-related skills, integrated digital infrastructure and governance frameworks to support secure and efficient digital trade. It also highlights the importance of regional cooperation and cross-border interoperability as trade systems become increasingly data-driven.
