C5MI and Dexory: Pioneering the Future of Warehouse Operations

Sam Read

C5MI and Dexory redefine warehouse operations with cutting-edge automation and enterprise integration for superior supply chain performance.

At C5MI, we believe warehouse performance is no longer defined solely by labor. Visibility, accuracy, and adaptability now drive success. That’s why our approach and optimization maturity model, built on people, process, and technology, guides organizations forward, with Dexory as a flagship partner.

Together, we’re transforming the way organizations manage their supply chains. By combining our integration and process expertise with Dexory’s autonomous robotics and digital twin platform, C5MI helps customers unlock new levels of inventory record accuracy, efficiency, and resilience.

The Power of Partnership

C5MI and Dexory have joined forces to redefine warehouse operations through a blend of strategic insight and advanced robotics. This partnership brings together Dexory’s cutting-edge automation with C5MI’s enterprise integration expertise to create a smarter, more agile supply chain. By aligning technology with business outcomes, we’re delivering measurable improvements that scale across the enterprise.

What C5MI Brings

Smart tools only matter when they solve real business problems. C5MI helps companies turn warehouse challenges into opportunities by connecting strategy, systems, and outcomes.

C5MI delivers the strategy and structure needed to unlock warehouse performance. Through our Live Warehouse® framework and maturity model, we guide organizations from manual processes to intelligent automation. We ensure Dexory’s solutions are seamlessly integrated with SAP® systems, translating data into actionable insights.

The focus is always on outcomes, not just implementation. Every scan, every metric, and every decision drives financial impact, boosts operational efficiency, and enhances customer satisfaction—because technology must serve the business, not the other way around.

C5MI's Live Warehouse Experience Center (LWEC).
What Dexory Brings

Real-time visibility starts with the right automation. Dexory’s robots and software give teams a clear view of what’s happening across the warehouse.

Dexory provides the automation backbone that powers real-time visibility. Their Autonomous Mobile Robots (AMRs) and DexoryView platform capture and visualize warehouse data with unmatched precision. From inventory tracking to space optimization, Dexory’s tools help teams operate faster, smarter, and with greater confidence.

Beyond robotics, Dexory’s software transforms raw data into strategic decisions. With intuitive dashboards and predictive analytics, organizations can reduce waste, improve throughput, and adapt quickly to changing demands.

DexoryView by Dexory.
Why It Works

By combining Dexory’s autonomous scanning and visualization tools with C5MI’s enterprise integration expertise, we’re turning warehouse complexity into clarity. Real-time data flows seamlessly from Dexory’s AMRs into SAP® systems, creating a connected ecosystem that drives more intelligent decisions and faster execution. The result is a scalable solution that provides:

  • Real-Time Inventory Capture: Near-100% accuracy that reduces shrinkage and costly errors. 
  • Digital Twin Visualization:  Proactive space and inventory optimization that improves throughput.
  • Enterprise Integration: Dexory’s data integrates with SAP systems, linking warehouse operations to broader business outcomes.

The result is a connected warehouse ecosystem where automation meets intelligence—and every action contributes to a smarter, more resilient supply chain.

The Future of Warehousing Is Now

Dexory stands at the forefront of warehouse innovation. Their autonomous mobile robots (AMRs) continuously scan shelves, capturing real-time inventory data that eliminates manual cycle counts and reduces human error. Combined with DexoryView, their digital twin platform, organizations gain a live, interactive model of their warehouse, leading to both faster and smarter decisions.

C5MI integrates DexoryView with SAP Extended Warehouse Management (EWM) and SAP S/4HANA® to ensure that Dexory’s insights flow seamlessly into enterprise systems. This integration connects warehouse data to financial performance, planning, and customer service, making Dexory a critical enabler within our maturity model.

Dexory doesn’t just improve visibility—it transforms it. With C5MI’s integration expertise, organizations move from reactive to proactive warehouse management. This partnership with C5MI equips teams to act faster, reduce waste, and make smarter decisions that drive measurable results.

A large digital warehouse.

Looking Ahead

The future of warehouse operations demands more than automation—it requires insight, agility, and integration. Dexory delivers the visibility, and C5MI ensures that visibility drives enterprise results. Together, we help organizations move faster, plan smarter, and serve better. For our clients, this partnership means more than new technology; it provides a clear path to sustainable transformation, guided by C5MI’s maturity model and powered by Dexory’s innovation.

Learn more about our partnership and how we’re transforming warehouse operations—one scan at a time.

About the Author
  • C5MI Leadership: Sam Read.

    As the Director of SCAR Services at C5MI, Sam drives innovation and efficiency in supply chain management, sharing insights at conferences to enhance organizational agility and resilience.

We Operationalize IT℠
© 2026, C5MI Insight LLC. All rights reserved.

Stage 6

Autonomy

The system acts. The team manages strategy, not execution.

Our Process

At full maturity, the supply chain does not wait for human decisions on routine operational matters — it makes them. Robots execute warehouse tasks. RPA handles transactional processes. AI optimizes routing, scheduling, and inventory positioning continuously. The organization’s people shift from executing operational decisions to overseeing the systems that make them.

Where Organizations Get Stuck

  • Automation investment made but not integrated into a coherent autonomous operating model
  • AI and robotics deployed in pockets — not connected to a system-wide decision framework
  • Operations teams still manually executing tasks that technology is capable of handling
  • The organization is ready for autonomy but the governance model has not caught up

Our Capabilities At This Stage

C5MI’s Automation Center of Excellence, AI practice, and Industry 4.0 capabilities are built for organizations ready to take the human out of the loop — deploying robotics, RPA, and autonomous execution as a coordinated operating model, not a collection of disconnected tools.

Stage 5

Predictability

Stop reacting to what happened. Start managing what is coming.

Our Process

This is the shift from reactive to proactive. The organization has real-time visibility and the ability to respond — but it is still responding to events after they occur. Predictability means the system anticipates what is going to happen: demand fluctuations, supply disruptions, inventory shortfalls, production risks. Leaders stop firefighting and start managing forward.

Where Organizations Get Stuck

  • Inventory policy built on historical assumptions rather than forward-looking demand signals
  • Supply disruptions and production shortfalls identified too late to prevent downstream impact
  • Planning cycles still periodic — the operation adjusts to change rather than anticipating it
  • Working capital and service performance still treated as competing priorities rather than connected ones

Our Capabilities At This Stage

C5MI’s Live Warehouse predictive capabilities and SCAR’s Network and Inventory Optimization module align inventory policy and supply chain planning to what is actually going to happen — shifting leadership from reactive management to forward confidence.

Stage 4

Adaptability

You can see what is happening. Now the operation can respond to it.

Our Process

Visibility changes what you know. Adaptability changes what you do with it. At Stage 4, real-time data stops being observed and starts driving action — dynamic task reallocation, exception-triggered responses, workforce adjustments made in minutes rather than hours. The operation develops the capability to adapt to what the live data is telling it, not what a shift debrief reveals afterwards.

Where Organizations Get Stuck

  • Dashboards exist but supervisors lack the governance structures to act on what they show
  • Responses to exceptions still manual and slow — by the time action is taken, the impact has compounded
  • Workforce capability inconsistent across sites — some teams adapt well, others do not
  • Improvement at one facility does not travel — no shared execution model to scale responses across the network

Our Capabilities At This Stage

SCAR’s Workforce Enablement module and C5MI’s Live Warehouse event-driven capabilities give operations the governance structures and real-time response tools to act on what the data is telling them — consistently, across every site and shift.

Stage 3

Visibility

The data exists. Now let the system tell you what is happening.

Our Process

At this point, the integrations are in place and the data is there — but it is not being surfaced in real time. Operations are still managed from lagging reports, periodic system checks, and verbal updates. The shift this stage delivers is simple but significant: instead of finding out what happened, you see what is happening — live status across warehouse, manufacturing, and logistics.

Where Organizations Get Stuck

  • Operational decisions based on reports that are hours old by the time anyone reads them
  • Exceptions and bottlenecks identified only after they have already affected throughput or service
  • Supervisors managing by instinct and experience rather than current operational data
  • The data to manage better exists in the system — it just has not been made visible in real time

Our Capabilities At This Stage

C5MI’s Live Warehouse capability and SCAR’s Live Visibility module turn integrated data into a live operational picture — giving supervisors and leadership real-time status across every facility and function.

Stage 2

Integration

The systems exist. They are not talking to each other

Our Process

This is where foundational platforms are in place but operating in isolation. IT systems hold transactional data. OT systems — sensors, equipment, production lines, warehouse automation — generate operational data. The two worlds are not connected, which means decisions are still made on incomplete information. Cross-site visibility does not exist.

Where Organizations Get Stuck

  • OT data from warehouse and manufacturing equipment not flowing into SAP — decisions made without it
  • System configuration misaligned with actual operational workflows, creating friction and exceptions
  • No visibility across sites — each facility manages independently with no shared operational picture
  • IT and operations teams solving the same problems separately because their data is not connected

Our Capabilities At This Stage

C5MI bridges IT and OT through its Digital Core integration capabilities and SCAR’s EWM Transformation module — aligning systems to operational reality and connecting data across sites and functions.

Stage 1

Digital Core

The platform is invested in. Now it needs to perform.

Our Process

C5MI implements, standardizes, and sustains SAP Digital Core systems — EWM, S/4HANA, TM, and EAM. Most organizations arrive here having made the investment but not yet seeing the performance. The technology is deployed. The gap between what the system was designed to deliver and what the operation is actually getting is where C5MI starts.

Where Organizations Get Stuck

  • SAP EWM, S/4HANA, or TM deployed but not delivering expected throughput or data quality
  • System configured for the implementation — not for how the operation actually runs
  • Workarounds accumulating as teams adapt to the system rather than the system adapting to them
  • Post-go-live support consumed by firefighting rather than optimization

Our Capabilities At This Stage

C5MI implements, standardizes, and sustains SAP Digital Core systems — delivering the performance the investment was designed to produce, and maintaining it long after go-live.

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