How AI and automation are reshaping warehousing in APAC

Warehousing across the APAC region is at a pivotal moment of transformation. The rapid rise of e-commerce — projected to reach US$3.2 trillion in APAC by 2028, according to Forrester (May 2024) — is placing immense pressure on warehouse operators. Shifting consumer expectations for near-instant deliveries, combined with ongoing labour shortages, are forcing operators to enhance efficiency and agility. At the same time, supply chain disruptions and increasing operational complexities are making it clear that traditional warehouse models are no longer sustainable.

To remain competitive in this fast-evolving landscape, businesses must prioritise modernisation through strategies focused on automation, workforce enablement, and data insights. Investing in advanced technologies is no longer a luxury — it is a necessity. According to the Zebra Warehouse Vision Study 2025, 88% of APAC warehouse associates believe that without investment in technology, businesses will struggle to meet their objectives. This underscores the urgent need for organisations to adopt digital transformation strategies that optimise operations, improve safety, and empower workers with the tools they need to drive productivity.

As warehouse operators navigate these challenges, those who act swiftly to integrate automation, AI, and real-time analytics into their operations will not only keep pace but also set the standard for next-generation warehousing.

Maximise time and resource efficiency with better workflow management

Warehouse leaders in APAC recognise the need for transformation, with 63% and 65% surveyed planning to adopt AI software and augmented reality (AR) within the next five years, respectively. These technologies will play a critical role in optimising key processes, such as inventory tracking and order fulfilment, by reducing errors and accelerating decision-making.

Prescriptive analytics further streamlines task execution by identifying when and where more labour should be allocated to specific locations. This helps operations flow more smoothly, based on performance patterns derived in near real time using AI and machine learning algorithms. Resources can also be reassigned to other value-added tasks while waiting for delayed trucks to arrive, and dock teams can receive backup when necessary to keep logistics processes on track.

Optimising inventory visibility to improve fulfilment accuracy

Logistics operations in APAC are evolving rapidly, and the supply chain journey doesn’t just start and end at the dock. Once pallets are unloaded, forklift drivers must immediately know where to place them to prevent misplacement, which can disrupt picking tasks. They should also be able to scan pallets, packages, or item-level barcodes from their cabs, confirming collected and delivered items as instructed.

Beyond improving task and record accuracy, this allows supply chain stakeholders and customers to monitor the movement of boxes, pallets, trucks, and containers — a growing expectation as demand increases for faster and more accurate order fulfilment. Technologies such as fixed industrial scanning, machine vision, and radio frequency identification (RFID) can support greater accountability and help organisations meet compliance requirements more reliably than manual tracking alone. As APAC’s logistics networks expand, the ability to track assets in real time will become increasingly important for maintaining delivery speed and accuracy in the final stages of fulfilment.

Keeping it cool: Optimising cold chain operations in APAC

An optimised supply chain is especially critical for cold chain logistics in APAC, where products ranging from food and flowers to pharmaceuticals require consistent temperature conditions during transit. With the region home to major food exporters and pharmaceutical manufacturers, maintaining precise temperature control throughout the journey is essential to prevent spoilage and ensure regulatory compliance.

When managing transfers at a cross-dock facility or unloading a trailer at a warehouse or end location, front-line workers must ensure temperature-sensitive products are not compromised en route.

To support cold chain operations, businesses can implement track-and-trace technologies, including RFID, barcoding systems, and temperature sensors. These solutions help monitor a truck or container’s cargo without unnecessary tampering or altering the environment’s temperature. Once a product’s status is confirmed, data is recorded and shared across the supply chain for maximum visibility.

Tackling manpower crunch with automation

The surge in omnichannel commerce and rising expectations for faster deliveries have intensified labour shortages across distribution networks. This is affecting delivery speed and increasing pressure on warehouse teams to facilitate quicker truck turnarounds. To bridge the labour gap, warehouses are adopting automation, robotics, and smart technologies that aim to reduce manual workloads and optimise workflows.

Some 77% of APAC warehouse associates report spending excessive time on tasks that could be automated, highlighting the need for solutions that improve efficiency. Meanwhile, 73% cite a shortage of qualified staff, and 76% express concerns about fatigue and physical exhaustion, emphasising the importance of workforce support.

Encouragingly, 92% of APAC associates agree that adopting warehouse technologies, robotics, and smart devices would help attract and retain workers, while 90% feel more valued when provided with technological tools. This highlights how modernisation can not only enhance operational performance but also improve workforce engagement and job satisfaction.

A more agile and resilient future

Logistics is a complex orchestration of moving parts, where every stage — from receiving to picking, packing, product inspection, shipping, and shelf stocking — must function seamlessly to keep supply chains running smoothly.

Many supply chains are in a constant state of recovery, relying on outdated, rigid systems to manage operations. Introducing more automation into data capture, task coordination, and track and trace processes can help warehouse operators identify and resolve pain points before they escalate.

Businesses face a critical choice: maintain the status quo and risk ongoing disruption, or invest in new technology that, while requiring effort upfront, can significantly improve logistics workflows. Automation, AI-driven analytics, and real-time tracking solutions can enhance inventory accuracy, reduce downtime, and optimise labour allocation. By embracing innovation, warehouse operators can build a more agile, resilient, and future-ready supply chain that keeps pace with evolving consumer demands and market pressures.

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