3 Ways to Achieve AGV/AMR Interoperability
Few AGV and AMR producers have the resources required to develop a vehicle for every application. So, it is important to know how to make other brands work seamlessly with yours, in one connected fleet, if needed. Here we explore the three main ways to achieve this.
As more businesses look to deploy and expand fleets of automated guided vehicles (AGVs) and autonomous mobile robots (AMRs), the ability to run multiple vehicle brands–called interoperability–in one fleet is becoming increasingly important.
In this guide we explain:
- Why end customers are increasingly requiring multi-brand fleets
- The three key ways in which different brands of AGV and AMR can be made to interact
- The pros and cons of these different approaches
In this post | Navigate to a section
- Why might a customer need a multi-brand fleet?
- Understanding the pain of multiple fleet managers
- Fleet management: A crucial consideration for vehicle makers
- 3 ways to achieve interoperability
- Sharing spaces by using interlocks (virtual traffic lights)
- Fleet management standards
- The ecosystem approach
- Which interoperability approach to choose
- Let’s explore your fleet management needs
Why might a customer need a multi-brand fleet?
There are several reasons why a customer might require multiple brands of AGV or AMR to work together. The two main drivers are:
1. Your limited vehicle portfolio
Your customer might want to expand its automation program by automating more of its transport processes. However, your product portfolio might not include vehicles that suit these tasks.
As a result, your customer might be considering speaking with a second mobile robot supplier. If they do this and you are not involved in the process, this could be risky for your business, potentially affecting: your control of the project; your perceived importance to the customer, and the overall success of your client’s operation.
2. Adding vehicles to an existing/legacy fleet
A customer might have some existing/legacy AGVs or AMRs in use, but is now looking to expand its automation program (or replace some of its existing fleet) by bringing in new brands of vehicles (such as your systems). Thus, the need for these two sets of systems to work together.
‘Platform first’ thinking
In addition, enterprise-level buyers such as large manufacturers with multiple production sites, are increasingly thinking ‘platform first, vehicles second’.
These organizations are looking to standardize their AGV and AMR operations around a single core technology, usually the fleet manager.
The goal in short: one fleet supervisor software, deployed across multiple sites globally, which can integrate pretty much any brand of AGV or AMR (whether the vehicle is existing or new) into any form of fleet the plant desires.
Understanding the pain of multiple fleet managers
What is the exact pain that customers are looking to avoid?
Traditionally, each separate brand of AGV or AMR runs using its own dedicated fleet management software. This might be a fleet manager provided by the navigation supplier (such as BlueBotics, Navitec Systems, or Kollmorgen), or it could be a fleet manager that you—the vehicle OEM—have developed yourself.
The problem is: different brand fleet have not traditionally been capable of natively communicating with each other.
For customers looking to deploy or scale up larger fleets, and who therefore increasingly require multiple types of vehicles from different vendors, this lack of fleet manager communication can vastly complicate operations.
There are several reasons for this:
- The management of an AGV operation and the installation of new vehicles becomes much more complex and time-consuming when multiple fleet managers are involved.
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Since vehicles cannot share the same virtual routes, they often need to run on different paths around a site, which requires more space. This is often an issue on space-restricted brownfield sites.
- Additional custom programming is required to manage intersections and shared traffic areas. Taking time and costing money.
- Your customer needs to learn and maintain multiple software tools, which is time-consuming, increases the risk of mistakes, and makes ensuring knowledge redundancy a challenge.
- Companies need to manage several supplier relationships and software licenses.
Interoperability promises to overcome these challenges—so for customers thinking "platform first", managing multiple disconnected fleet managers is simply becoming harder to justify.
Fleet management: A crucial consideration for vehicle makers
With these customer fears in mind, when choosing an autonomous navigation partner, it is therefore essential to consider fleet management at the same time.
Most navigation suppliers offer some form of fleet manager today, however these are not created equal.
Some do not support vehicle interoperability at all, while others rely solely on unfinished communication standards such as VDA 5050 to ensure their systems work smoothly alongside others.
At BlueBotics we offer a smart hybrid approach: native vehicle interoperability (spanning over 120 models of customer vehicles), alongside VDA 5050 and interlock support.
So, what are the different ways of achieving true vehicle interoperability? And, crucially, which approach makes the most sense for you, as a vehicle maker, to adopt?
3 ways to achieve interoperability
Today there are three main methods of achieving AGV/AMR interoperability within a single connected fleet:
- Sharing spaces using interlocks to create what are effectively ‘virtual traffic lights’.
- Adopting one (or more) of the industry’s evolving fleet interoperability standards.
- Choosing a fleet management platform (and related vehicle ecosystem) that natively supports multi-brand operation (ideally without ruling out compatibility with those same interoperability standards).
Let’s explore each of these three approaches in more depth.
1. Sharing spaces by using interlocks (virtual traffic lights)
An interlock is a programmed link between two different fleet managers that enables AGV/AMR traffic to smoothly handle shared areas, such as crossings and particular sections of routes.
For every shared space, the different fleet managers concerned effectively ‘talk’ to each other to decide which vehicle has the right of way.

Interlocks act as virtual traffic lights. They connect two different systems with a virtual 'handshake'.
Take this example: AGV brand A is already installed on-site and a customer now wants to add a second brand of vehicle to the operation. As the integrator, you would identify the sections in question and program a ‘handshake’ between the fleet managers at these locations.
In operation, a vehicle that is about to enter a shared section will notify any oncoming vehicle – via the programmed fleet manager interface – that it is coming, and block the shared path; the equivalent of a traffic light turning red to allow crossing traffic to pass. When the first vehicle clears the area, it will then unblock the path and the waiting vehicle will be notified; the equivalent of the traffic light turning green.
There are two key issues with the interlock approach:
- To carry out the basic programming required, you must have direct access to the other fleet manager supplier in order to collaborate and develop the handshake protocol required. Unless your companies are willing and able to work together, it will not be possible to create the interlocks required.
If you are the first AGV supplier on-site and your team is bringing in the second AGV brand (via a reseller/integrator type arrangement), this can work just fine.
However, if you are the second brand chosen by the customer and the original AGV vendor is against this strategy, you might find working with them difficult. - The more shared sections (and therefore intersections) there are on-site, the more complicated, costly, and riskier using interlocks becomes. This may, in select cases, cause deadlocks that your two fleet managers struggle to handle automatically.
2. Fleet management standards
Various organizations are currently coming to market with fleet management-level communication standards. These are designed to make it easy for different brands of AGV and AMR to work together.

The most advanced standard to date is VDA 5050, which is driven by the German automotive industry in collaboration with VDMA Materials Handling and Intralogistics Association. This standard aims to enable compliant robots to work seamlessly together in one multi-brand fleet.
Newer still is the MassRobotics standard from the U.S. This focuses more on communication between AMRs themselves than their operations. There is also a Chinese standard in development, driven by the China Mobile Robot and AGV Industry Alliance (CMR), and the Open RMF interoperability standard out of California.
VDA 5050: A deeper dive
VDA 5050 (official site) is the most advanced standard today, however it is still limited in terms of the functionality it enables. The most recent version of the standard, for example, does not currently cover:
- Advanced traffic management
- Battery management
- Interactions with on-site equipment
- Multi-floor installations
When fully mature, VDA 5050 could bring significant value to the industry. However, it is expected to be several more years before it evolves from its current version to a final standard that can enable advanced functions such as those mentioned above.
A crucial point is this: while many AGV/AMR makers and third-party fleet manager providers claim ‘VDA 5050 compliance’, since the standard is not yet mature basing a fleet solely on it today is likely to create more installation and operational challenges in future.
Your team (or a development partner) will likely need to custom develop software on top of the VDA 5050 base, developing your own ‘dialect’ to provide the advanced functionality that’s not yet covered by the standard itself.
And when the VDA 5050 standard is one day complete? You may then need to roll out (and charge customers for) substantial future upgrades to ensure their operations remain VDA-compliant and operate as they should.
Even when fleet management standards are mature, they might not be the right approach for every customer. To reach the broadest number of potential users, the functionality offered by these standards is likely to be built around the lowest common denominator, which might compromise your vehicle’s speed and site efficiency, and therefore stand in the way of optimization.
Interoperability standards: The support question
More rarely discussed than even the need for ‘dialects’ is the tricky future support question.
If a customer has several AGV suppliers, and potentially a third-party fleet manager provider also, who will install and integrate what? Who will the customer call if and when something goes wrong?
If there is a vehicle deadlock and the AGV operation stops, what then? Is your team responsible?
Some more specific questions to consider:
- Who will commission (install) the different brands of vehicle?
- Which software tool will be used to program the missions for the different brand vehicles?
- How will the characteristics of the different vehicles be defined?
- Which company will guarantee that AGV 1 and AGV 2 reach the exact same position (such as a pick or drop point)?
- Who will be responsible (e.g. at the end of the phone) if AGV 1 and AGV 2 become deadlocked during operation?
Customers who are considering basing their mobile robot operations on an interoperability standard should consider these questions closely, and discuss them in-depth with potential suppliers, to guarantee the success of their installation and to minimize future risk.
3. The ecosystem approach: interoperable ‘ANT driven’ fleets run by ANT server
BlueBotics’ fleet management software, called ANT server, offers advanced mission and fleet management functionality for vehicles driven by BlueBotics’ own ANT lite+ navigation technology.
The result? Over 120 models of different-brand AGVs and AMRs can be configured to work together seamlessly in a single fleet.

The functionality of ANT server covers, for example:
• Mission scheduling and management
• Traffic control
• Charging management
• Interfacing with on-site equipment (automatic doors, elevators etc.)
• Project simulation
• The ability to manage multi-floor installations
• Plus, a simple API for easy WMS/ERP/MES integration.
• Even outdoor operation and manual forklift tracking are possible.
Effectively, the ANT platform offers all the final-stage functionality that VDA 5050 and similar standards promise (and more), only this functionality is available immediately.
In addition, ANT server is also compatible with the VDA 5050 standard, which guarantees that companies can enjoy the best of both worlds: advanced multi-brand ANT driven fleets, with the potential for even wider expansion in future.
Watch a multi-brand ‘ANT driven’ fleet in action:
Which interoperability approach to choose?
As the number of automated vehicles being deployed around the world continues to grow, and customers’ AGV/AMR projects become larger and more complex, it’s certain that vehicle interoperability will become more and more a requirement.
Vehicle makers will struggle to win projects if the interoperability box is not checked.
If only a few vehicles are involved, and if you have access to a project’s other fleet manager supplier(s), interlocks remain an inexpensive, reliable solution. However, projects involving several different vehicle models or brands will likely be larger, more complex, and therefore require more sophisticated management.
While mature interoperability standards will undoubtedly play a role in managing such complex installations, the goal of using these to manage such operations – at least without significant extra development and future compliance updates being required – remains several years away.
In the meantime, choosing to work with a natively interoperable fleet manager like ANT server–which is and will remain compliant with VDA 5050 and similar future standards–can be an effective way to achieve a high-functioning yet flexible fleet that can adapt to a customer’s evolving needs.
Let’s explore your fleet management needs
If you are developing or upgrading a mobile robot system and want to learn more about ANT server (or our full ANT navigation stack in general), our team is happy to chat. Just get in touch here to set up a no-obligation call.
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