Universal Fleet Management System (FMS) for Mobile Robots: Solving Interoperability with Real-Time Camera Tracking
As modern logistics and manufacturing facilities scale up automation, operating a mixed fleet of Automated Guided Vehicles (AGVs) and Autonomous Mobile Robots (AMRs) presents a fundamental challenge: robot fleet interoperability and safety in dynamic, human-centric environments.
When multiple vendors' robots share space with warehouse personnel and traditional material handling equipment, traffic bottlenecks, path blockages, and safety stops slow down operations.
To overcome these hurdles, Meili Robots has partnered with Occurrence Technologies to combine universal fleet management software with advanced computer vision and real-time asset tracking.
The Core Challenge: Vendor Lock-in & Fleet Interoperability
Most mobile robot manufacturers provide proprietary fleet management software that only controls their specific vehicles. In real-world facilities, operating heterogeneous fleets (e.g., brand-A AGVs alongside brand-B AMRs) results in isolated data silos, conflicting traffic management rules, and costly downtime.
A Universal Fleet Management System (FMS) like Meili FMS bridges this gap by offering a single platform that connects diverse AGV and AMR fleets, enabling standardised traffic control, task allocation, and dynamic path planning across your entire facility.
Integration Blueprint: Meili FMS x Occurrence Technologies
By pairing Meili FMS with Occurrence Technologies' overhead camera tracking system, facilities transform passive navigation into proactive environmental adaptation. The demo featured above is an early, raw capture from our technical team—yet it clearly demonstrates the potential for seamless fleet adaptation and dynamic routing in real-world environments.
Rather than relying solely on onboard LiDAR sensors—which can only detect obstacles in immediate line-of-sight—the integrated system leverages facility-wide optical tracking to anticipate traffic dynamic changes.
How the Integration Operates in Real Time:
Overhead Vision Tracking: Occurrence Technologies' privacy-compliant camera networks observe human movement, congestion points, and non-connected mobile assets throughout facility aisles.
Centralised Data Ingestion: As shown in the split-screen capture above, tracking coordinates are continuously pushed to Meili FMS via high-speed API endpoints.
Dynamic Actions & Path Planning: Meili FMS analyses fleet locations against congestion maps and dynamically issues commands to AGVs/AMRs:
Slow Down: Vehicle speed automatically drops when entering populated or high-traffic zones.
Stop & Wait: Vehicles pause safely if a human worker or forklift completely blocks a narrow corridor.
Dynamic Rerouting: Meili FMS calculates alternative paths around bottlenecks before the robot encounters them.
Privacy-First Architecture: 100% GDPR Compliance
A major concern when introducing optical tracking into industrial environments is personal data privacy and regulatory compliance. Our combined solution prioritises data protection by design:
Asset Tracking Without Biometrics: The vision algorithms identify spatial coordinates, vectors, and asset boundaries rather than facial features or personal identifiers.
Edge & On-Premise Processing: Raw video streams remain secure locally, ensuring sensitive operational facilities never expose personal data externally.
GDPR & Regulatory Alignment: Designed to satisfy strict European Union privacy standards, making it safe for deployment in high-security, sensitive manufacturing environments.
Key Technical & Operational Capabilities
| Feature | Legacy Fleet Control | Meili FMS + Occurrence Tracking |
|---|---|---|
| Fleet Compatibility | Vendor-locked (Single Brand) | Universal (Heterogeneous AGV/AMR Support) |
| Obstacle Detection Range | Line-of-Sight (Onboard Sensors Only) | Facility-Wide Overhead Predictive Vision |
| Traffic Management | Static Paths & Fixed Stops | Dynamic Rerouting & Real-Time Speed Adjustments |
| Privacy Compliance | Varies / Often Unregulated Video | Built-in GDPR-Compliant Asset Tracking |
Early Validation & Early Adopter Access
This integration represents a successful validation milestone in unifying mobile robot interoperability with real-time vision analytics. Early demonstrations with system integrators and robot operators have confirmed high demand for flexible, privacy-compliant fleet orchestrations.
Meili Robots is officially accepting early adopter applications for this integration. Facilities looking to optimise mixed fleet safety, break vendor lock-in, and implement advanced dynamic routing are invited to connect with our engineering team.
To book a technical demonstration, please book a demo below or contact our sales team if you have any questions.
About Meili Robots
Meili Robots is the provider of Meili FMS, an advanced software solution for mobile robot fleet management, enabling enterprises to unify and orchestrate diverse robot types from a single platform. Dedicated to maximising operational efficiency, improving visibility, and accelerating automation adoption, Meili Robots provides the essential software layer for modern logistics, manufacturing, and warehousing operations.
The core challenge in today's automated landscape is interoperability. Meili Robots addresses this by providing a vendor-agnostic layer that seamlessly integrates AMRs from multiple manufacturers. This approach eliminates fragmentation, allowing organisations to avoid vendor lock-in and flexibly scale their operations by choosing the best robot for each specific task.
For more information, visit www.meilirobots.com.
Related Articles
