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Case Studies

Darwynn case study

3rd party logistics, E-commerce
High-throughput

3rd party logistics, E-commerce

High-throughput

Intro

Darwynn, an e-commerce solutions provider serving fast-growing online retail brands across Asia, partnered with HWArobotics to overhaul fulfillment operations at one of its regional distribution centers. As order volumes scaled with its client base, Darwynn needed warehouse infrastructure capable of matching the speed and unpredictability of modern online retail.

mEDIA

Impact

Since deployment, Darwynn has significantly improved order processing speed and picking accuracy, enabling faster turnaround times for its e-commerce clients. The automated system has reduced reliance on manual labor during peak periods, improved space utilization, and given Darwynn the scalability to support continued growth in order volume without a corresponding increase in operational strain.

Challenge

E-commerce fulfillment lives and dies on speed and accuracy and Darwynn's manual, conventional storage setup was struggling to keep up. High order volumes, frequent SKU turnover, and tight delivery windows meant labor-intensive picking processes were becoming a bottleneck, driving up fulfillment times and operational costs during peak shopping periods. Darwynn needed a system built for scale, capable of adapting to demand spikes without a proportional increase in labor or floor space.

Solution

HWArobotics implemented a robotic shuttle-based fulfillment system, automating storage, retrieval, and order consolidation across Darwynn's facility. The system's goods-to-person design brings inventory directly to pick stations, cutting walking time and dramatically increasing picking throughput. Flexible, software-driven coordination allows the system to flex with fluctuating order volumes, handling both everyday demand and high-traffic sales periods, while maintaining accuracy across a high-SKU-count catalog.

About Darwynn

Darwynn is an e-commerce solutions company supporting online retail brands with end-to-end fulfillment and logistics services. Operating distribution facilities designed for high-volume, high-velocity order processing, Darwynn helps its clients meet the speed and reliability expectations of today's online shoppers.