Quick Commerce

Inventory Management

The Inventory Paradox: Why More Inventory is Delivering Less Availability

The Inventory Paradox: Why More Inventory is Delivering Less Availability 2560 1440 qwixpertadmin
Executive Summary

As FMCG companies expand across general trade, modern trade, e-commerce, quick commerce, and D2C channels, inventory is increasingly being distributed across more nodes, locations, and fulfilment models. The result is a paradox: despite carrying higher overall inventory, companies often struggle to maintain product availability.
This fragmentation reduces inventory pooling benefits, increases stock imbalances, and creates simultaneous situations of excess stock in one location and stock-outs in another. Traditional inventory planning approaches are often unable to keep pace with the complexity.
Improving availability today requires smarter inventory positioning, dynamic replenishment and network-wide visibility, not simply holding more stock.

A supply chain leader recently shared a frustration that is becoming increasingly common across consumer industries. “Over the last two years, inventory had increased significantly. Warehouses were fuller, working capital was under pressure, and inventory carrying costs were rising. Yet service levels were not improving. Stock-outs continued on key e-commerce platforms, quick commerce fill rates remained inconsistent, and customers were still complaining about product availability.”

Inventory Management

At first glance, this appears contradictory. Conventional supply chain wisdom suggests that more inventory should improve service levels. However, many FMCG, retail, and consumer goods companies are discovering that the relationship between inventory and availability is no longer as straightforward as it once was. The reason lies in a phenomenon that is becoming increasingly prevalent across modern supply chains: inventory fragmentation.

When Inventory Was Simpler

Historically, FMCG supply chains operated through relatively straightforward distribution structures. Products moved from manufacturing plants to regional warehouses, then to distributors and retailers. Inventory was concentrated within a limited number of nodes, and distributors absorbed a significant portion of demand variability and inventory risk.

Under this model, increasing inventory often improved service levels. The inventory was pooled, visible, and relatively easy to deploy where needed. The mathematics of inventory pooling worked in the industry’s favour. A single inventory pool serving multiple customers required less safety stock than multiple independent inventory pools. As a result, organisations could improve availability without proportionately increasing inventory.

That logic is now being challenged.

The Rise of Inventory Fragmentation

The rapid growth of e-commerce marketplaces, quick commerce platforms, B2B e-commerce networks, and Direct-to-Consumer (DTC) channels has fundamentally altered how inventory is deployed.

Inventory is no longer concentrated within a few warehouses and distributor locations. Instead, it is spread across a growing network of fulfilment centres, dark stores, partner distribution centres, and channel-specific inventory pools.

The same SKU may simultaneously exist in:

  • General Trade distribution networks
  • Modern Trade distribution centres
  • Marketplace fulfilment centres
  • Quick commerce partner warehouses
  • Dark stores
  • DTC fulfilment centres
  • Third-party logistics facilities

While overall inventory may be increasing, the inventory available to serve a specific demand signal may actually be declining. This creates what many organisations are experiencing today: rising inventory coupled with stagnant or deteriorating service levels.

Understanding the Four Dimensions of Inventory Fragmentation

Inventory fragmentation extends beyond physical stock location. In practice, it manifests in four distinct ways.

Understanding the Four Dimensions of Inventory Fragmentation

1. Physical Fragmentation

The most visible form of fragmentation occurs when inventory is distributed across a large number of locations. A company may hold inventory across plants, regional warehouses, marketplace fulfilment centres, quick commerce hubs, and DTC facilities. While total inventory appears healthy, the inventory required to fulfil a specific customer order may be unavailable at the relevant location.

2. Ownership Fragmentation

Not all inventory is owned or controlled by the same entity. Some inventory may be owned by distributors, marketplaces, quick-commerce partners, or the manufacturer itself. Each stakeholder operates under different objectives, replenishment policies, and service expectations. As ownership becomes fragmented, so does the ability to optimize inventory across the network.

3. Visibility Fragmentation

Many organizations still lack a single, integrated view of inventory. Inventory within company-owned warehouses may be highly visible, while inventory within partner networks, dark stores, or marketplaces may only be partially visible or reported with significant delays. Decision-making becomes increasingly difficult when planners cannot see the entire inventory landscape.

4. Policy Fragmentation

Perhaps the most overlooked challenge is that different channels operate under different inventory rules. General Trade may be managed through weeks-of-cover targets. E-commerce platforms may focus on the availability of fulfilment centres. Quick commerce players prioritise fill rates and replenishment responsiveness. DTC operations are driven by customer promise dates. The same SKU is therefore managed through multiple inventory philosophies simultaneously.

Why More Inventory Often Fails to Solve the Problem

When service levels decline, many organisations instinctively increase inventory. Unfortunately, fragmented supply chains often convert this additional inventory into additional inefficiency rather than additional availability.

Consider a simple example. Inventory may be abundant within the General Trade network while a marketplace fulfilment centre experiences stock-outs. From an enterprise perspective, inventory exists. From the customer’s perspective, the product is unavailable. Similarly, inventory may be trapped within one quick commerce platform while another experiences shortage. Products may be available in one region but unavailable in another. Excess inventory may coexist alongside lost sales.

The issue is not inventory sufficiency. It is inventory placement. This distinction is becoming increasingly important as channels proliferate and customer expectations continue to rise.

From Inventory Planning to Inventory Orchestration

Many organisations still approach inventory management as a planning problem. The primary question remains: “How much inventory should we carry?”

From Inventory Planning to Inventory Orchestration

An increasingly important question is emerging: “Where should inventory be positioned, and how should it be deployed?” This represents a shift from inventory planning to inventory orchestration. Inventory orchestration focuses on coordinating inventory across locations, channels, ownership structures, and service requirements. The objective is not simply to increase stock levels, but to improve inventory productivity.

Organisations that excel at inventory orchestration are able to balance availability and working capital simultaneously, rather than trading one against the other.

An Inventory Management Maturity Framework

An Inventory Management Maturity Framework

As organisations evolve their inventory capabilities, they typically move through five stages.

Level 1: Channel-Specific Inventory Management
Each channel manages inventory independently, resulting in duplication and frequent firefighting.

Level 2: Inventory Visibility
Organizations establish a consolidated view of inventory across key locations and channels.

Level 3: Inventory Coordination
Inventory balancing and transfer mechanisms are introduced across channels and nodes.

Level 4: Inventory Orchestration
Inventory decisions are optimized across the enterprise based on service levels, costs, and demand priorities.

Level 5: Demand-Driven Inventory Network
Near real-time demand signals dynamically influence inventory deployment, replenishment, and allocation decisions.

Few organizations have reached the highest levels of maturity, but many are beginning to recognize the need to move beyond traditional inventory planning approaches.

What We Commonly Observe

Across FMCG, food and beverages, personal care, retail, fashion, consumer durables, and aftermarket sectors, a recurring pattern emerges. Inventory growth frequently outpaces sales growth. Service challenges persist despite rising inventory investment. Different channels maintain separate inventory buffers. Visibility remains fragmented. Inventory transfer decisions are often slow and reactive. Most importantly, organizations continue attempting to solve availability problems by adding inventory rather than improving inventory deployment. This approach becomes increasingly expensive as channels proliferate.

Conclusion

The challenge facing modern supply chains is no longer inventory sufficiency. It is inventory placement. As new-age channels continue to grow, inventory will inevitably become more distributed, more fragmented, and more difficult to manage. Organizations that continue to address service challenges by simply adding inventory will find themselves carrying higher working capital with diminishing returns.

The leaders of the future will be those who can orchestrate inventory across channels, locations, ownership structures, and service requirements—delivering higher availability with lower inventory investment.

In an omni-channel world, competitive advantage comes not from holding more inventory, but from deploying inventory more intelligently.

FMCG Supply Chains and the Rise of New-Age Sales Channels

FMCG Supply Chains and the Rise of New-Age Sales Channels

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A Supply Chain Head of an FMCG company recently shared three seemingly unrelated concerns. Inventory levels were at a record high, yet key SKUs continued to go out of stock on quick commerce platforms. Marketplace sales were growing rapidly, but fulfilment costs and returns were eroding margins faster than anticipated. Meanwhile, warehouse teams that had successfully supported General Trade and Modern Trade for years were struggling to cope with the growing volume of small, fragmented orders from e-commerce and DTC channels.

If these challenges sound familiar, you are not alone.

For decades, FMCG supply chains were designed around a relatively predictable operating model. Products moved from factories to warehouses, distributors, retailers, and finally consumers. Success depended on manufacturing efficiency, distribution reach, inventory availability, and cost control. General Trade (GT) and, later, Modern Trade (MT) became the backbone of this model, enabling companies to scale through standardised planning and replenishment processes. That world is rapidly changing.

The rise of e-commerce marketplaces, quick commerce, B2B e-commerce platforms, and Direct-to-Consumer (DTC) channels has fundamentally altered how products are sold, fulfilled, and replenished. While these channels have opened new avenues for growth, they have also introduced a level of supply chain complexity that many FMCG organisations are struggling to manage.

The challenge is no longer about moving large quantities of products efficiently. It is about fulfilling thousands of fragmented demand signals accurately, quickly, and profitably across an increasingly complex channel ecosystem.

Why New-Age Channels Are Different

Traditional GT and MT channels operate on aggregated demand. Orders are typically placed in case quantities, replenishment cycles are predictable, and distributors often absorb inventory and demand variability.

New-age channels operate very differently. Demand is visible in real time, service failures are immediately measured, and supply chain performance directly impacts sales visibility. A stock-out on a marketplace listing can reduce search rankings. A missed replenishment to a quick commerce dark store can result in lost sales within hours. A delayed DTC order can negatively affect customer ratings and repeat purchases.

In effect, FMCG supply chains are evolving from bulk logistics networks to precision fulfilment networks.

The Emerging Supply Chain Challenges

Inventory Fragmentation

One of the most significant challenges is inventory fragmentation. Inventory is no longer concentrated within plants, depots, and distributor networks. It is spread across marketplace fulfilment centres, quick commerce partner distribution centres, dark stores, DTC warehouses, and traditional trade channels.

This creates multiple inventory pools with limited visibility across the network. Many companies simultaneously experience excess inventory in one channel and stock-outs in another, resulting in higher working capital and lower service levels.

Long Catalogue Complexity

Digital channels encourage broader assortments, channel-exclusive packs, bundles, premium variants, and regional offerings. While this improves consumer choice, it significantly increases forecasting complexity. Slow-moving and long-tail SKUs consume working capital, create warehouse inefficiencies, and increase obsolescence risk. Managing thousands of digital SKUs requires a very different planning capability compared to managing a focused GT portfolio.

Warehouse Operations Designed for the Wrong World

Most FMCG warehouses were built for pallet and case movement. New-age channels demand piece picking, kitting, bundling, labelling, and high order accuracy. Quick commerce further increases complexity through high-frequency replenishment cycles and smaller order quantities. Warehouses must now balance throughput with flexibility, speed, and accuracy.

Appointment Management and Compliance

Marketplace fulfilment centres and quick commerce distribution hubs operate through tightly controlled appointment systems. Missing a delivery slot can delay inventory availability by days or even weeks. In addition, channel-specific requirements around labelling, packaging, barcoding, and documentation create operational complexity that did not exist in traditional trade models.

Returns and Reverse Logistics

Returns were historically limited within FMCG supply chains. Digital channels have changed this reality. Consumer returns, rejected deliveries, expiry returns, and damaged shipments have become meaningful cost drivers. Reverse logistics processes often lack visibility, creating additional write-offs and operational effort.

OTIF as a Commercial Lever

On-Time-In-Full (OTIF) performance has moved beyond an operational metric. It has become a commercial requirement. Poor service levels can result in penalties, listing suppression, reduced visibility, chargebacks, and even SKU delisting. Unlike traditional trade, where relationships often provide flexibility, digital platforms operate through automated scorecards and service-level agreements.

How Mature Is Your Omni-Channel Supply Chain?

The shift in channel mix is forcing organisations to rethink the very purpose of supply chain management. Historically, the channels have evolved as given below:

EraDominant Business ModelSupply Chain Objective
1990–2010General TradeReach and Availability
2010–2020Modern TradeAvailability and Efficiency
2020–PresentOmni-ChannelAvailability, Speed and Accuracy
EmergingQuick Commerce & DTCAvailability, Speed, Accuracy and Agility

As channels evolve, supply chains must evolve with them. Organisations that continue to manage digital channels using GT-era processes will increasingly struggle with service levels, inventory productivity, and profitability.

Qwixpert has classified the supply chain maturity of the FMCG industry from level 1 to level 5 as follows:

LevelCharacteristicsTypical Symptoms
Level 1:
Channel-Specific Operations
GT, MT, E-commerce and Q-Commerce managed independentlyInventory duplication, firefighting, frequent stock-outs
Level 2:
Coordinated Planning
Shared forecasting and periodic inventory reviewsImproved visibility but still reactive
Level 3:
Integrated Fulfilment Network
Common inventory view, channel allocation rules, standard OTIF governanceBetter service and lower working capital
Level 4:
Demand-Driven Supply Chain
Near real-time replenishment, dynamic inventory balancing, demand sensingFaster response to channel volatility
Level 5:
Demand Driven Enterprise
Promise dates driven by inventory, capacity, constraints and service prioritiesCompetitive advantage through service, speed and working capital efficiency

Many companies are still in the early stages of this transformation.

The most successful organisations are increasingly moving beyond inventory planning toward integrated decision-making across inventory, capacity, fulfilment, and customer service. The most advanced Demand-Driven Enterprises are increasingly adopting Available-to-Promise (ATP) and Capable-to-Promise (CTP) capabilities to make inventory and capacity commitments dynamically across channels.

What We Commonly Observe

Across consumer goods, food and beverages, personal care, fashion, consumer durables, retail, and aftermarket supply chains, several recurring themes emerge. GT-centric planning continues to dominate despite rapid growth in digital channels. Inventory visibility remains fragmented across multiple nodes. Warehouses struggle to support unit-level fulfilment. OTIF measurement differs across channels. Most importantly, organisations often lack a clear understanding of the true cost-to-serve each channel. These challenges are not operational exceptions—they are becoming structural realities of the modern FMCG landscape.

Conclusion

The next decade of FMCG supply chains will not be won by organisations that simply move the most inventory. It will be won by those who can orchestrate inventory, fulfilment, capacity, and service seamlessly across an increasingly fragmented channel ecosystem.

As new-age channels continue to grow, supply chain excellence will increasingly be defined not by scale alone, but by the ability to balance availability, speed, accuracy, agility, and profitability simultaneously.

About the Authors

Qwixpert is a boutique management consulting firm focused on supply chain and operations transformation. The team has worked across FMCG, food and beverages, personal care, retail, fashion, consumer durables, automotive aftermarket, industrial products, and e-commerce sectors, helping organisations improve planning, inventory, warehousing, logistics, network design, and fulfilment performance.

Through engagements spanning traditional trade, modern trade, e-commerce marketplaces, quick commerce, DTC, and B2B channels, the team has observed first-hand how channel evolution is reshaping supply chain operating models and creating new demands on planning, inventory, warehousing, and service execution.