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Modernizing inventory management: the case for strong internal controls

By: Ranjani Narayanan

Talking points
  • A new wave of innovation is transforming inventory management.
  • Evolving inventory technology and processes continue to raise the bar for internal audit teams to modernize internal controls.
  • Ahead, we explore practical strategies for updating control environments to keep pace with accelerating inventory automation.

Inventory management—from ordering raw materials to tracking finished products—has undergone a dramatic transformation in recent years. Robotics, artificial intelligence (AI), and radio frequency identification (RFID) continue to automate and reshape inventory processes that, not so long ago, were largely manual and labor-intensive. These advances have delivered better data, real-time visibility, and even sustainability benefits.

But one area of this inventory revolution isn’t automated: updating internal
controls over financial reporting (ICFR). As inventory management evolves, internal audit teams need to rethink and update internal controls. Now, let’s explore some practical strategies for modernizing and adapting ICFR to keep pace with the new reality in inventory management.

When existing controls don’t keep up

In today’s highly automated inventory environments, traditional controls—including physical inventory counts, paper-based approvals, and manual reconciliations—are no longer enough. Why? Because inventory automation brings fresh risks: data integration issues, system misconfigurations, and process changes that could allow errors to creep in unnoticed.

Consider what happens when an RFID tag is missing or missed by a reader or when data fails to synchronize between the warehouse management system (WMS) and enterprise resource planning (ERP) platforms. These invisible errors can directly impact financial results—and may go unnoticed until a misstatement is discovered during an audit.

The situation becomes even more complex when third-party vendors manage elements of the inventory process such as RFID tagging or robotic pick-and-pack. In these cases, organizations should extend resilient controls beyond their own walls, deepening the reliance on vendor-provided System and Organization Controls 1 (SOC 1) reports and focused contract governance.

The audit challenge: Trust and verify

All this begs an important question: Can automated inventory management systems deliver complete and accurate data, or are traditional physical inventory counts still needed? While automated counts are appealing, auditors must determine if the data these systems provide is reliable.

Here’s the irony: Some companies find it challenging to prove with statistical rigor that automated cycle counts are resilient enough and accurate on their own. Without clear regulatory guidance or evidence of effective monitoring, many auditors still default to increased physical testing, especially in the absence of thorough control documentation.

All this begs an important question: Can automated inventory management systems deliver complete and accurate data, or are traditional physical inventory counts still needed? While automated counts are appealing, auditors must determine if the data these systems provide is reliable.
Gaps that tech can’t fill

The promise of automation is considerable but not universal. Some technologies excel at tracking serialized, shelf-stable items, but struggle with bulk inventory, mixed-lot bins, or high-movement SKUs. These blind spots—and the ever-present risk of unrecorded transfers or manual error—mean that human oversight and well-designed controls are essential.

Practical control strategies for today’s environment

As organizations implement inventory automation, audit leaders and control owners should consider a combination of controls across the following focus areas:

  • Business process controls: When automating inventory processes—such as receiving, storage validation, picking, and shipping—verify that each step incorporates reconciliation, exception reporting, and appropriate segregation of duties. These controls apply whether tasks are carried out by robots or people.
  • Technology mapping: Identify all automated processes—RFID, barcoding, vision picking—and consider their impact on ICFR. Each brings different data integrity challenges and control requirements.
  • Information technology general controls (ITGCs) and change management: Regularly document and review all system updates, data flows, and application configuration changes. As new systems or tools are introduced, ensure that privileged access and change management controls are performed and evidenced. Test automated interfaces between WMS, ERP, and robotics for completeness and accuracy.
  • Expanding ICFR scope: Configurable system controls (not just manual logs) may now fall under audit scrutiny. Update documentation and testing approaches to reflect this shift.
  • Vendor oversight: Secure clear contract terms for system failure, data quality, and reporting responsibilities. Regularly review SOC 1 reports, closely monitor for control deficiencies, and respond quickly to resolve identified issues.
  • Physical verification of inventory: Implement routine counting methodologies based on inventory type, conduct focused reconciliations, and apply ITGCs to effectively manage new technology risks introduced by sensors and other tracking systems.
  • Statistical sampling: Where automation is present, robust statistical sampling applied to counting methodology—random, stratified, or systematic—provides better audit evidence and operational insight than ad hoc or judgmental methods. Engage specialists if necessary to design these sampling strategies.
  • Tracking of inventory in bulk or mixed bins: Implement routine cycle counts, conduct focused reconciliations, and apply ITGCs to effectively manage new technology risks introduced by sensors and other tracking systems.

Readiness for tomorrow

As automation transforms inventory management, it’s also reshaping audit practices. For chief financial officers, controllers, and audit teams, now is the time to refresh internal control frameworks, clarify roles—especially around system oversight and exception handling—and engage auditors early to align on evidence expectations.

The future will require deeper technology fluency, stronger collaboration with third-party vendors, and a willingness to modernize control and testing strategies. With the right preparation, automation can become a source of control strength—not a new weak spot.

What role can Deloitte play?

Deloitte can advise you on implementing a modern internal controls framework across your inventory management function. We can assist with embedding next-gen, compliance-ready controls by conducting a risk and controls assessment, integrating AI and automation to reduce manual processes, and updating controls as technology and regulations evolve. To learn more, visit our Internal Audit services page, contact your Deloitte representative, or reach out to me directly.

The services described herein are illustrative in nature and are intended to demonstrate our experience and capabilities in these areas; however, due to independence restrictions that may apply to audit clients (including affiliates) of Deloitte & Touche LLP, we may be unable to provide certain services based on individual facts and circumstances.

This publication contains general information only and Deloitte is not, by means of this publication, rendering accounting, business, financial, investment, legal, tax, or other professional advice or services. This publication is not a substitute for such professional advice or services, nor should it be used as a basis for any decision or action that may affect your business. Before making any decision or taking any action that may affect your business, you should consult a qualified professional advisor. Deloitte shall not be responsible for any loss sustained by any person who relies on this publication.

As used in this document, “Deloitte” means Deloitte & Touche LLP, a subsidiary of Deloitte LLP. Please see www.deloitte.com/us/about for a detailed description of our legal structure. Certain services may not be available to attest clients under the rules and regulations of public accounting.

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Ranjani Narayanan

United States
Principal | US CAE Program Leader

Ranjani, a principal in Deloitte & Touche LLP, is known as an innovator, with more than 20 years of experience. She leads our US Chief Audit Executive (CAE) Program, which offers opportunities for CAEs to network with peers, learn more as leaders, and reshape the landscape of internal audit (IA) within their organization and the profession. Ranjani co-leads the Deloitte Agile IA practice, focused on developing the Agile IA framework and roll out strategy and building eminence in the marketplace. She also leads IA services to one of our largest retail and media clients, helping them with their strategy and compliance activities. Previously, Ranjani served as Chief of Staff to the Consumer Industry leader, helping develop, roll out, and manage multiyear growth and revenue strategy.

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