Material Handling Challenges on the Shop Floor

Manual material movement, forklift-based transport, and disconnected task coordination can make material flow difficult to manage across production and warehouse areas. Before introducing AGVs/AMRs, manufacturers need to clarify where workload, delays, visibility gaps, and system disconnections occur.

01 Manual Workload

Manual transport still relies on operators, forklifts, and shift coordination, increasing workload and operational dependency.

02 Material Flow Delays

Materials may not arrive at the right place at the right time, causing waiting, repeated confirmation, and temporary storage.

03 Limited Flow Visibility

Task status, material location, and transport progress are not always visible in real time, making delays harder to track.

04 Disconnected Systems

MES, WMS, RCS, and equipment may operate separately, making dispatching, execution, and feedback difficult to synchronize.

Plan AGV/AMR Integration from Process to System Connection

AGV/AMR implementation is not only about selecting vehicles. NTT DATA helps manufacturers clarify material flow, dispatching logic, system feedback, and equipment connection requirements to build practical and scalable integration flows.

Understand the Material Flow

Review transport routes, task frequency, material types, loading points, and shop-floor constraints to identify suitable AGV/AMR scenarios.

Connect Tasks with Systems

Define how MES, WMS, and RCS exchange task requests, dispatching status, and execution results.

Integrate with Equipment

Plan communication between AGVs/AMRs and conveyors, elevators, robotic devices, or loading/unloading mechanisms.

Connect MES, WMS, and RCS for Synchronized Material Handling

NTT DATA designs the data flow between MES, WMS, RCS, and shop-floor equipment so transport tasks can be dispatched and execution status synchronized in real time.

Task Source

MES / WMS / Site Trigger

Task Dispatch

Tasks are created based on operational needs

Fleet Scheduling

RCS assigns vehicles and routes

Transport Execution

AGVs/AMRs execute transport tasks

Status Feedback

Results and exceptions are returned to the system

Apply AGV/AMR Integration to Key Material Flow Scenarios

Before introducing AGVs/AMRs, manufacturers need to clarify task sources, operating stations, equipment handshakes, and system feedback requirements to plan practical material flow integration.

Create transport tasks based on production orders, station requirements, or replenishment signals, and define the task dispatch and status feedback flow between MES, RCS, and AGV/AMR systems.

Connect WMS inbound, outbound, transfer, and inventory operations so AGVs/AMRs can execute warehouse transport tasks and return execution results to the system.

Plan communication and handshake workflows between AGV/AMR systems and conveyors, elevators, loading/unloading mechanisms, or other automation equipment.

Plan task dispatching, route management, and exception handling for material movement across warehouse areas, production lines, and temporary storage zones.

Improve Efficiency, Safety, and Visibility with AGV/AMR

AGV/AMR integration connects transport tasks with MES, WMS, RCS, and shop-floor equipment to improve efficiency, safety, and visibility.

Operational Efficiency

By using AGVs/AMRs to handle repetitive transport tasks, manufacturers can reduce manual handling workload and automatically complete material delivery based on production, warehouse, and fleet scheduling requirements.

01 Reduce Manual Handling Workload

Reduce repetitive transport tasks so operators can focus on management, confirmation, and exception handling.

02 Improve Material Flow Efficiency

Automatically dispatch transport tasks based on production, warehouse, and fleet scheduling needs to reduce waiting and transfer time.

Safety and Real-time Visibility

By integrating AGVs/AMRs with MES, WMS, and RCS, transport task status, vehicle location, and execution results can be written back to the system in real time, helping managers monitor material flow progress and exceptions.

03 Strengthen On-site Safety Management

Reduce the risk of mixed traffic between people, forklifts, and materials, and establish more stable in-factory transport routes.

04 Improve Transport Process Visibility

Record task status, vehicle location, and transport results in real time, helping managers track material flow progress and abnormal events.

Vactronics Technologies Inc. Customer Interview Highlights

Vactronics integrated EXC-MES with AGV operations to connect production tasks, material transport, and on-site status feedback in a unified workflow.

This Mandarin customer interview introduces the project background, shop-floor application, and operational results of the EXC-MES and AGV integration project.
Read the full interview to learn how Vactronics connected production tasks, AGV operations, and on-site status feedback.

Ready to Integrate AGV/AMR into Your Production Flow?

NTT DATA helps manufacturers assess material handling processes, system integration requirements, and equipment connection conditions to plan practical AGV/AMR implementation approaches.