Plan, simulate and validate mobile robot fleets — before you invest, deploy or change operations.
FleetEngine helps logistics teams design layouts, test throughput and compare real operations against the plan — vendor-neutral, standards-based, and built for AMR/AGV projects.
Questions FleetEngine answers
When these questions are on your desk, FleetEngine is the right tool.
How many AMR/AGV do we really need for this process?
Which layout variant delivers the required throughput before we build it?
Where will bottlenecks appear during peak load?
Will our current FMS and robot setup support the planned flow?
How does the real operation deviate from the planned model?
Can we export a validated layout as LIF and feed VDA 5050 telemetry back in?
Three modules. One continuous planning cycle.
FleetEngine isn't three tools sitting side by side. It's a planning loop: you design, simulate, and verify — continuously closing the gap between plan and reality.
FleetEngine Editor
CAD-like planning for AMR and AGV layouts.
Plan floor plans, paths, nodes, stations, vehicle envelopes, and traffic zones visually. Export as LIF, the standardized artifact that loads onto your fleet manager.
FleetEngine Simulation
Digital twin before the first robot rolls.
Process simulation of material flows, vehicle utilization, and bottlenecks. Validate throughput, ROI, and layout variants on the model — before committing capital.
FleetEngine Visualization
Where plan meets reality.
Live VDA 5050 telemetry in the same environment as your planning model. Because your plan already lives in the tool, you can view reality and plan side by side — a side effect of the upfront planning work, not a replacement for your FMS.
Reality informs the next plan. Every cycle closes the gap between plan and reality a little further.
What customers use FleetEngine for
The concrete decisions our customers make faster, more confidently, and at lower cost with FleetEngine.
- Validate fleet size before purchasing robots – know how many AMR/AGV you really need before the investment budget is approved.
- Compare layout variants before implementation – defensible decisions instead of expensive rework.
- Find bottlenecks before go-live – not after the warehouse is built.
- Reduce integration risk with LIF and VDA 5050 – open standards instead of proprietary adapters.
- Use real telemetry to improve the next planning cycle – every iteration gets sharper.
Replace internal planning chaos
Many mobile-robot projects are still planned with CAD files, Excel sheets, screenshots, and custom scripts. FleetEngine turns this into a shared, versionable, simulation-ready model.
From
- • Static CAD drawings
- • Excel estimates for vehicle counts
- • PowerPoint route sketches
- • Spreadsheet-based station lists
- • Unclear traffic zones
- • Late surprises in commissioning
To
- • Structured, graph-based layout models
- • Vehicle envelopes and turning radii
- • Stations, routes, zones, traffic rules
- • Simulation-ready scenarios
- • LIF export as planning artifact
- • Live telemetry next to the plan in the same tool
A planning domain alongside your operational stack
FleetEngine doesn't sit in the data path between your business systems and your robots. We're the planning layer next to them — we send layouts in, and read telemetry back out.
This separation is architecture, not accident: we don't change your control topology. We deliver better plans into it, and better understanding out of it.
What you receive as output
Concrete artifacts and assessments that move you forward in the decision, the pitch, or the implementation.
Fleet-size recommendation
Validated answer on the AMR/AGV fleet size needed to hit your target throughput.
Layout variant comparison
Routes, stations, bottlenecks, and utilization across multiple variants — before you build.
Bottleneck and throughput analysis
Identify constraints before they turn into expensive on-site problems.
LIF-ready layout export
Transfer validated layout data straight into compatible fleet management systems.
Live telemetry view
VDA 5050 telemetry in the same environment as your plan — reality and model side by side, with no extra modelling work.
Integration readiness
Clear assessment of how your stack connects via LIF, VDA 5050, REST, and MQTT.
Used in projects with industrial automation teams, robot OEMs, and logistics operators.
A logistics team compares three layout variants, validates the required fleet size, and exports the chosen layout as LIF before implementation — without touching a single bolt in the warehouse.
Built for
FleetEngine serves four recurring buyer profiles in the mobile robotics world.
FMS vendors
Operating robots in production but still planning customer layouts with CAD, Excel, or internal tools. FleetEngine complements the runtime stack with a professional planning layer.
Robot OEMs
Preparing project concepts and feasibility studies for their customers — faster than with static PDFs.
System integrators
Validating customer layouts and de-risking commissioning ahead of go-live.
Warehouse operators
Planning, validating, and standardizing AMR/AGV projects across sites.
3PLs
Keeping automation planning consistent across multiple warehouse sites.
You know how to operate robots. The hard part is often everything before go-live.
Creating customer layouts, validating vehicle counts, checking traffic zones, comparing scenarios, and handing the result cleanly into the runtime system. FleetEngine gives planning, sales engineering, and integration a shared model for AMR/AGV projects — from floor plan to LIF export.
Open standards. Real interoperability.
No proprietary adapters, no vendor lock-in. FleetEngine speaks the industry standards your operational stack already uses.
Layout Interchange Format
Standardized export of layouts, nodes, and edges straight from the Editor into your fleet manager. ScaliRo is among the early adopters.
Telemetry and order data
Live data from operations flows back into the planning view — vendor-neutral, in the industry standard.
Bi-directional system integration
Clean HTTP interface to mirror layout data into ERP/WMS or pull planning data from third-party systems.
Event streaming
Asynchronous messaging for live telemetry and event-driven integrations with your operational world.
Customer-specific extensions
Over 20 customer-built plugins in production — from custom geometries to proprietary planning algorithms.
Containerized deployment
Standardized container images for cloud, self-hosted, and on-premise. Kubernetes-ready.
Three ways to run FleetEngine
From browser to air-gapped environment — you decide where your planning data lives.
Managed Cloud
We host, operate, and update. You use FleetEngine in the browser — no IT effort required.
Self-Hosted
Your cluster, your data, our software. Full control over operations and lifecycle.
On-Premise
Inside the plant, behind the firewall — up to fully air-gapped environments with no external connectivity for the highest security requirements.
We plan. We don't operate.
FleetEngine sits beside your operational world, not inside it. That's not a deficit — that's architecture.
Not an FMS
We don't control your robots. We deliver layouts into the fleet manager you already run.
Not an ops dashboard
Visualization is plan-vs-reality feedback for your planning — not the control-room screen for your operations team.
Not a robot vendor
We're vendor-neutral. FleetEngine plans for any LIF / VDA-5050-compliant fleet.
FAQ
Is FleetEngine a fleet management system (FMS)?
How does FleetEngine help with AMR/AGV fleet sizing?
What standards does FleetEngine support?
Can FleetEngine compare planned and real operations?
Who uses FleetEngine?
How is FleetEngine different from generic simulation software?
Validate your AMR/AGV planning?
Bring your layout, fleet idea, or throughput target. In a short session we'll show how FleetEngine turns it into a reliable planning and simulation basis.