MHI Logo

Mobile Autonomous Vehicles: Comparing On-Premise To Cloud-Based Hosting Options

Learn about the options for hosting fleet management, monitoring, analytics, and control software for AGVs and AMRs in this educational session.

By Warehouse Automation Blog

Mobile Autonomous Vehicles: Comparing On-Premise To Cloud-Based Hosting Options

When investing in a mobile autonomous vehicle (MAV) system — such as a fleet of automatic guided vehicles (AGVs) or autonomous mobile robots (AMRs) — warehouse operators increasingly have the choice of hosting the fleet management, monitoring, analytics, and control software either on-premise or in the cloud. Both are viable options, according to an educational session presented by the Mobile Automation Group of MHI. The 30-minute presentation, entitled “Is Using Cloud-Based Automation Right For Your Autonomous Vehicle Systems?” explains cloud-based computing and its application to warehouse automation, as well as shares key considerations when evaluating which hosting approach is the optimal choice for a given operation.

What Is Cloud Computing?

The session first explains cloud computing. Details include its development from individual desktop computers running their own applications independently of other machines; to a network of multiple local computers connected to one or more servers on which applications are hosted and files are easily shared locally; and, finally, to Internet-connected remote servers managed by third-party computing service providers.

While the first two scenarios involve initial capital expenditures plus internal maintenance and management of the hardware and software, cloud-based services are operational expenses. Cloud computing service providers typically charge customers for a given amount of server space that can be scaled up and down as necessary, allowing the user to only pay for what is needed. Additionally, the maintenance and management of the cloud infrastructure is handled by the service provider.

Hosting Options for MAVs

As warehouses have evolved from manual operations to automated equipment — and now to greater connectivity of people and machines enabled by Industry 4.0 technologies such as the Internet of Things (IoT) — the degree of computing power required has increased exponentially. For AGVs, AMRs and other MAVs specifically, what previously could be categorized as electronic control of the systems has evolved to require higher level computation. This is needed to enable inter-fleet connectivity and communication, safe navigation, optimized fleet management, condition monitoring, and analytics.

Today’s MAVs themselves are highly computerized, often possessing more computational power than the typical laptop or desktop computer. Their on-board systems are primarily safety related, supporting real-time, autonomous navigation throughout a facility, as well as collision avoidance functions. However, when it comes to fleet management, system monitoring and analytics of the vehicles — plus integrating the equipment with other warehouse information systems — owners and operators have the choice of hosting these functions either with on-premise servers or remote, cloud-based servers.

Considerations for Evaluating On-Premise Versus Cloud-Based Hosting

When making the decision between hosting the MAVs’ control and management functions on-site or in the cloud, there are several aspects to consider. These include:

Need more help sorting out the hosting options? Companies considering an investment in MAVs are welcome to connect with the members of MHI’s Mobile Automation Group (MAG) for additional insights and guidance when evaluating on-premise or cloud-based hosting. Additionally, the group offers a variety of resources for those who wish to learn more about this technology — including case studies, white papers, cost estimating guidance and more — on its website, mhi.org/mag.

Industry Groups

Related Posts


MHI Logo

8720 Red Oak Blvd., Suite 201

Charlotte, NC 28217

Follow Us

Follow Us on LinkedInFollow Us on TwitterFollow Us on YouTubeFollow Us on FacebookFollow Us on Instagram

Copyright MHI © 2026 | All Rights Reserved