Balancing Complexity: When (and When Not) to Use Advanced Warehousing in D365

Posted on: April 21, 2026 | By: Ashley Xue | Microsoft Dynamics AX/365

Advanced warehousing in Dynamics 365 Finance & Supply Chain (D365 F&SC) is one of the most powerful capabilities in the platform. It can transform warehouse operations—improving efficiency, accuracy, and scalability.

But it can also do the opposite.

If implemented in the wrong business, or with the wrong approach, advanced warehousing can introduce unnecessary complexity, slow down operations, and frustrate users.

The real question isn’t “Can we use advanced warehousing?”
It’s “Should we?”

What Is Advanced Warehousing?

At a high level, the difference between basic and advanced warehousing comes down to who is making decisions:

  • Basic warehousing relies on people
  • Advanced warehousing relies on the system

In a basic setup:

  • Inventory is tracked at a warehouse level
  • Processes are often manual and rely on pen and paper
  • Workers decide what to pick and where to go

In an advanced warehousing setup:

  • Inventory is tracked at the location (bin) level
  • The system generates work
  • Workers follow step-by-step instructions via mobile devices

This is known as system-directed work. Instead of relying on experience or tribal knowledge, the system determines:

  • What to pick
  • Where to pick from
  • Where to put inventory

The Core Building Blocks

Advanced warehousing is powered by a few key concepts:

  • Locations – Where inventory is stored
  • License plates – Tracking containers (pallets, cases)
  • Work – Tasks generated by the system
  • Work templates – Define what happens
  • Location directives – Define where it happens

Why Companies Choose Advanced Warehousing

When implemented in the right business environment, advanced warehousing delivers major benefits:

1. Increased Operational Efficiency

The system directs workers through optimized picking and putaway paths, reducing wasted time and movement. In many warehouses, the biggest inefficiency isn’t labor—it’s travel time.

2. Improved Inventory Accuracy

Scan-based validation greatly reduces errors. The system can require workers to scan items, locations, license plates, tracking dimensions, and quantities—leading to better accuracy, fewer discrepancies, and greater confidence in data.

3. Real-Time Visibility

Inventory and work are updated instantly, enabling better operational awareness, faster decision-making, and improved customer communication.

4. Scalability

What works for a small team often breaks at scale. Advanced warehousing provides structure that supports high transaction volumes, multiple workers and shifts, and standardized processes.

5. Advanced Picking Strategies

Capabilities like wave picking, cluster picking, and containerization improve efficiency and help move product out the door faster.

6. Foundation for Automation

If automation is part of your future (robotics, conveyors), advanced warehousing is a prerequisite. You cannot automate a process that isn’t standardized.

The Trade-Off: Complexity

All of these benefits come at a cost. Advanced warehousing introduces substantial complexity—and that complexity compounds over time.

1. Configuration Complexity

Multiple layers of setup (work templates, location directives, mobile device menus, etc.) are required. Small misconfigurations can break entire processes.

2. Ongoing Maintenance

This is not a “set it and forget it” system. Changes to processes, items, or locations require updates and testing. Over time, advanced warehousing becomes its own operational domain.

3. User Training and Adoption

This is not just a system change—it’s a behavioral one. Workers must follow system-directed steps, scan consistently, and adapt to structured processes. Without proper training, adoption struggles.

4. Overengineering Risk

Trying to use every feature often leads to slower processes, harder troubleshooting, and increased frustration. More configuration does not equal more value.

5. Troubleshooting Difficulty

When something goes wrong, the root cause is rarely obvious. Questions like “Why isn’t my work generating correctly?” can involve multiple dependencies across templates, directives, and queries.

A Real-World Example

Consider a smaller distributor with:

  • Low transaction volume
  • A small warehouse
  • Fewer than 15 workers
  • Simple operations

They implemented advanced warehousing to improve accuracy and output.

The result?
More complex picking steps, increased confusion, and slower execution.

Instead of solving a problem, they introduced one.

When Advanced Warehousing Makes Sense

Advanced warehousing is a strong fit when a company has:

  • High transactional volume
  • Multiple workers and shifts
  • Large facilities
  • Critical inventory accuracy requirements
  • Complex processes
  • A need for scanning and traceability
  • Regulatory requirements (e.g., hazardous materials tracking)
  • Plans for growth and scale

When It Doesn’t Make Sense

Advanced warehousing may not be the right fit when:

  • Volume is low
  • The warehouse is small
  • Processes are simple
  • IT or system support resources are limited
  • There is low tolerance for change

In these cases, added complexity can do more harm than good.

Decision Framework

Before implementing advanced warehousing, ask:

  • What problem are we solving?
  • Is our volume high enough to justify it?
  • Are users ready for process change?
  • Do we have the resources to support it?
  • Are we solving for today—or a future state?

If these answers aren’t clear, it’s worth pausing.

Common Red Flags

Watch out for these:

  • “We might need this later”
  • “We’ll train after go-live”
  • “The system will fix the process”

These almost always lead to issues.

Best Practice Approach

The most successful implementations follow a simple pattern:

  • Start simple – Use a crawl-walk-run approach; begin with a pilot warehouse
  • Avoid overengineering – Solve real business problems, not theoretical ones
  • Invest in design and training – Align the system with actual processes
  • Scale gradually – Add functionality over time as users adapt
  • Align by operation – Not every warehouse needs the same approach

One company doesn’t require one warehouse strategy. The right solution depends on operations—not the system.

Final Takeaway

Advanced warehousing is not all-or-nothing. It’s a strategic decision.

The best warehouse solution isn’t the most advanced one—it’s the one your team can actually run.

If you align the solution to the business and keep complexity in check, you’ll get the benefits without the headaches.

Next Steps

If you want more information on navigating the changes and impacts of Microsoft Dynamics 365 Supply Chain Management, contact us here. You can also email us at info@loganconsulting.com or call (312) 345-8817.