Automating Packaging Material Management: A Case Study of a Leading E-commerce Marketplace

In the fast-paced world of e-commerce, operational efficiency and cost control are critical for success. When one of the largest e-commerce marketplaces in Asia recognized that its manual, decentralized system for managing packaging materials was leading to significant inefficiencies, uncontrolled costs, and potential fraud, the need for a centralized, automated solution became evident. An internal initiative led to the development and deployment of a dedicated packaging material information management system (PMIMS). This case study explores the challenges inherent in the previous manual system, the functionalities of the implemented PMIMS, and the substantial operational and financial benefits realized through this technological transformation.

The subject of this study is a major e-commerce platform operating across several key markets in Asia, including Pakistan, Bangladesh, Sri Lanka, Nepal, and Myanmar. The platform connects thousands of sellers with millions of customers, facilitating transactions for a vast array of products. A critical component of its operation involves a network of more than 100 physical hubs where sellers drop off products for shipping and packaging materials are consumed. Prior to the implementation of the PMIMS, the organization’s rapid growth had outpaced its ability to effectively manage packaging supplies. Leaders focused on scaling core organizational processes identified the manual handling of packaging materials—distributed freely to sellers at hubs—as a significant operational bottleneck and financial drain. The decision was made to develop and implement a system to bring visibility, control, and accountability to the crucial logistical function.

Packaging Management Pain Points

An initial review of the existing process revealed numerous systemic issues stemming from the lack of a centralized management system. Key pain points included:

• Lack of inventory visibility—There were no mechanisms to track stock levels of packaging materials (e.g., various box sizes, tape, bubble wrap) at individual hubs. Neither central procurement nor hub staff had accurate inventory data, making effective stock management challenging.
• Uncontrolled material consumption and costs—Materials were provided to sellers for free, without tracking usage. This resulted in significant waste and unpredictable, inflated operational costs, negatively impacting earnings before interest, taxes, depreciation, and amortization (EBITDA) margins. The organization essentially absorbed these unmonitored expenses.
• Inability to implement cost recovery—Without usage tracking linked to specific sellers, implementing any charge-back mechanism was infeasible. Furthermore, logistical challenges prevented cash collection at hubs, and sellers were resistant to the idea of upfront payments.
• Inefficient distribution—Procurement lacked data to accurately forecast needs for each hub, leading to frequent stockouts in high-demand locations (disrupting seller operations) and overstocking in others (tying up capital). Distribution was inefficient and often misaligned with actual requirements.
• Vendor payment discrepancies—Without a reliable system to verify received quantities against purchase orders (POs) at the hub level, the organization was paying for materials not actually delivered by vendors (e.g., receiving 9,500 units against a PO for 10,000).
• Internal control weaknesses—The lack of tracking created opportunities for internal fraud. For example, hub staff could potentially receive a shipment of 10,000 boxes but only make 8,000 available to sellers, diverting the remainder without easy detection.
• Lack of clear audit trails—Missing documentation or discrepancies in material flow were difficult to investigate due to the manual, paper-based (or nonexistent) nature of record-keeping. These combined issues resulted in financial losses, operational disruptions, potential reputational damage with vendors, and hindered strategic planning.

Finding the Right Solution: The PMIMS Initiative

Recognizing the limitations and risk of the manual system, the leadership team initiated a project to develop a dedicated PMIMS. The goal was to create a centralized platform that could address the identified pain points by providing inventory visibility, enabling controlled distribution, facilitating cost recovery, and strengthening financial controls. An internal team, drawing expertise from the operations, finance, and technology functions, was tasked with defining requirements and overseeing the system's development and implementation. The solution needed to integrate with existing platforms such as the Seller Center and financial systems to ensure seamless data flow.

Embedding Custom Controls and Functionality

The PMIMS was designed with specific controls and features to address the identified weaknesses:

• Inventory tracking and visibility—The system provided a real-time dashboard view of stock levels for each material type at every hub, accessible by the central procurement team.
• Systematic receiving process—Hub staff were required to electronically acknowledge receipt of vendor shipments directly within the PMIMS, verifying quantities against the corresponding PO. This created a verifiable digital record of incoming stock and updated inventory levels automatically.
• Seller usage tracking—Mechanisms were implemented to link dispensed materials to specific seller IDs within the system, creating a record of consumption.
• Automated seller charging—The system allowed the accounts team to extract seller-specific usage data for the standard 15-day payment cycle. This data fed an automated process to calculate charges (based on cost plus a defined margin, e.g., 25%), apply a standard 10% goodwill buffer/discount, and integrate the final charge as a deduction on the seller's statement on the Seller Center platform. Payments were then processed via electronic funds transfers (EFTs), netting out the charges.
• Vendor invoice reconciliationThe accounts payable function could use the verified receipt data within the PMIMS to rigorously check vendor invoices against POs and confirmed deliveries, preventing payments for undelivered goods.
• Internal audit capabilities—The system enabled comparison reports showing total materials received versus total materials recorded as dispensed to sellers at each hub, highlighting significant variances that could indicate internal loss or diversion.
• Segregation of duties—The system inherently enforced segregation of duties. Procurement ordered materials, hub staff received them, accounts processed charges and vendor payments based on system data, and a separate marketplace operations team handled any seller charge disputes using system records. No single individual could control the entire life cycle from ordering to payment or usage recording.
• Dispute management—A dedicated module allowed the marketplace operations team to investigate seller disputes regarding packaging charges, review PMIMS records, and make adjustments if validated by evidence. Implementation and rollout of the transition to the PMIMS involved migrating inventory data, training staff across different functions (procurement, hub operations, accounts, marketplace operations), and integrating the system with the Seller Center and payment processes. Communication plans informed sellers of the upcoming change from free materials to a usage-based charging model integrated into their payment statements. The rollout required coordination to ensure that the system was live and stable before the manual process was fully discontinued. The automated data extraction for billing was timed precisely one day before the closure of each 15-day seller payment cycle to ensure that charges were reflected accurately and promptly.

Organizational Benefits

The implementation of the PMIMS resulted in significant, measurable improvements across the organization:

• Operational cost reduction—The elimination of uncontrolled waste and the move away from free material provision led to substantial savings, estimated between approximately US$17,000–$171,000 monthly, with peak savings up to approximately US$427,000. This directly improved EBITDA.
• New revenue stream—The automated seller charging mechanism transformed packaging from a cost center into a profitable activity, generating an estimated average of approximately US$102,500 monthly across key markets with a 20-25% profit margin.
• nhanced inventory control—Real-time data enabled optimized stock levels, reducing stockouts by an estimated 30% in high-volume hubs and decreasing capital tied up in excess inventory by approximately 25% overall.
• Improved financial controls—Vendor overpayments due to short shipments were virtually eliminated. The ability to audit internal material flow significantly reduced opportunities for employee fraud, with initial audits suggesting a potential reduction in unexplained losses by more than 70%.
• Increased operational efficiency—Procurement planning became more accurate, hub receiving processes were standardized, and the automation of seller billing and vendor reconciliation saved significant manual effort within the accounts department. The streamlined dispute process also reduced resolution times.
• Strengthened accountability—Clear digital records and defined responsibilities improved accountability across all involved teams.

Conclusion

The transition from a manual, uncontrolled packaging material process to the automated PMIMS marked a significant operational and financial improvement for one of the largest e-commerce marketplaces in Asia. By addressing critical pain points related to inventory visibility, cost control, cost recovery, and fraud prevention through a dedicated system with embedded controls, the organization achieved substantial benefits. The PMIMS not only drastically reduced operational expenditures and created a new revenue stream, directly improving EBITDA, but also enhanced financial controls, reduced fraud risk, and increased overall operational efficiency. This case study highlights the transformative impact of targeted technology deployment in addressing complex logistical challenges within the demanding e-commerce sector, establishing a more sustainable and profitable operational foundation.

ISHTIAK HOSSAIN | CISA

Is a dynamic finance and technology professional with a background in accounting, tax strategy, financial planning, and digital transformation. With a career spanning multinational enterprises, consulting firms, and entrepreneurial ventures, Hossain has established himself as a leader at the intersection of finance, technology, and innovation. Currently serving as a consultant at Deloitte, he advises high-net-worth individuals and multinational clients on complex tax compliance and cross-border planning. He is known for developing innovative tax solutions that maximize credits and optimize financial outcomes. Previously, Hossain held several key roles at Daraz in Singapore.