Quick Overview
- 1#1: MiR Fleet - Cloud-based fleet management software for coordinating and optimizing fleets of autonomous mobile robots in dynamic warehouse environments.
- 2#2: OTTO Fleet Manager - Scalable fleet management platform for heavy-duty autonomous mobile robots ensuring seamless material handling operations.
- 3#3: BlueBotics ANT Fleet - Infrastructure-free navigation and fleet control software enabling safe multi-vendor AGV operations.
- 4#4: AGILOX ONE - AI-powered software suite for self-navigating AGVs that dynamically optimize routes and adapt to warehouse changes.
- 5#5: EK FLEET - Centralized fleet management system for EK AGVs providing real-time monitoring and efficient task allocation.
- 6#6: Seegrid Supervisor - Vision-powered fleet orchestration software for pallet-moving autonomous mobile robots in manufacturing and logistics.
- 7#7: Locus ONE - Cloud-native platform for managing and scaling AMR fleets to boost warehouse picking productivity.
- 8#8: Dematic AGV Control Software - Integrated control system for Dematic AGVs supporting laser navigation and warehouse execution integration.
- 9#9: JBT AGVWorks - Comprehensive software for AGV simulation, dispatch, and diagnostics in food and beverage logistics.
- 10#10: Swisslog AGV Software - Fleet management and synchronization software for automated guided vehicles in intralogistics systems.
We evaluated tools based on core functionality—including fleet coordination, navigation reliability, and adaptability—alongside ease of use, technical quality, and value, ensuring the list reflects the most impactful solutions for modern logistics and manufacturing.
Comparison Table
AGV software is essential for optimizing automated guided vehicle operations, and this comparison table examines standout tools like MiR Fleet, OTTO Fleet Manager, BlueBotics ANT Fleet, AGILOX ONE, EK FLEET, and more. Readers will learn about key features, scalability, and suitability for diverse workflows to select the right solution for their material handling needs.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | MiR Fleet Cloud-based fleet management software for coordinating and optimizing fleets of autonomous mobile robots in dynamic warehouse environments. | enterprise | 9.7/10 | 9.8/10 | 9.5/10 | 9.4/10 |
| 2 | OTTO Fleet Manager Scalable fleet management platform for heavy-duty autonomous mobile robots ensuring seamless material handling operations. | enterprise | 9.1/10 | 9.4/10 | 8.7/10 | 8.9/10 |
| 3 | BlueBotics ANT Fleet Infrastructure-free navigation and fleet control software enabling safe multi-vendor AGV operations. | specialized | 8.7/10 | 9.2/10 | 8.4/10 | 8.1/10 |
| 4 | AGILOX ONE AI-powered software suite for self-navigating AGVs that dynamically optimize routes and adapt to warehouse changes. | specialized | 8.5/10 | 9.2/10 | 8.3/10 | 8.0/10 |
| 5 | EK FLEET Centralized fleet management system for EK AGVs providing real-time monitoring and efficient task allocation. | enterprise | 8.3/10 | 8.7/10 | 7.9/10 | 8.1/10 |
| 6 | Seegrid Supervisor Vision-powered fleet orchestration software for pallet-moving autonomous mobile robots in manufacturing and logistics. | specialized | 8.2/10 | 8.7/10 | 7.8/10 | 7.9/10 |
| 7 | Locus ONE Cloud-native platform for managing and scaling AMR fleets to boost warehouse picking productivity. | enterprise | 8.1/10 | 8.7/10 | 7.9/10 | 7.8/10 |
| 8 | Dematic AGV Control Software Integrated control system for Dematic AGVs supporting laser navigation and warehouse execution integration. | enterprise | 8.2/10 | 8.7/10 | 7.4/10 | 7.9/10 |
| 9 | JBT AGVWorks Comprehensive software for AGV simulation, dispatch, and diagnostics in food and beverage logistics. | enterprise | 8.2/10 | 8.7/10 | 7.8/10 | 8.0/10 |
| 10 | Swisslog AGV Software Fleet management and synchronization software for automated guided vehicles in intralogistics systems. | enterprise | 8.1/10 | 8.4/10 | 7.6/10 | 7.8/10 |
Cloud-based fleet management software for coordinating and optimizing fleets of autonomous mobile robots in dynamic warehouse environments.
Scalable fleet management platform for heavy-duty autonomous mobile robots ensuring seamless material handling operations.
Infrastructure-free navigation and fleet control software enabling safe multi-vendor AGV operations.
AI-powered software suite for self-navigating AGVs that dynamically optimize routes and adapt to warehouse changes.
Centralized fleet management system for EK AGVs providing real-time monitoring and efficient task allocation.
Vision-powered fleet orchestration software for pallet-moving autonomous mobile robots in manufacturing and logistics.
Cloud-native platform for managing and scaling AMR fleets to boost warehouse picking productivity.
Integrated control system for Dematic AGVs supporting laser navigation and warehouse execution integration.
Comprehensive software for AGV simulation, dispatch, and diagnostics in food and beverage logistics.
Fleet management and synchronization software for automated guided vehicles in intralogistics systems.
MiR Fleet
enterpriseCloud-based fleet management software for coordinating and optimizing fleets of autonomous mobile robots in dynamic warehouse environments.
Dynamic shared fleet optimization that automatically assigns tasks to the optimal robot in real-time, reducing idle time by up to 30% and enabling cross-departmental robot sharing.
MiR Fleet is a powerful fleet management software from Mobile Industrial Robots (MiR) designed specifically for coordinating and optimizing fleets of autonomous mobile robots (AMRs) in warehouses, manufacturing, and logistics environments. It provides real-time monitoring, dynamic task allocation, collision avoidance, and performance analytics to ensure efficient material transport without fixed infrastructure. The software integrates seamlessly with MiR AMRs, enabling scalable operations from a single robot to hundreds, while supporting ERP, WMS, and MES systems for end-to-end automation.
Pros
- Scalable fleet management with advanced algorithms for dynamic task optimization and traffic control
- Intuitive drag-and-drop interface for map editing and mission planning, accessible to non-experts
- Robust integrations with WMS/ERP systems and comprehensive analytics for ROI tracking
Cons
- Primarily optimized for MiR hardware, limiting compatibility with third-party AGVs/AMRs
- Higher upfront costs for full fleet deployment and custom integrations
- Advanced features may require initial training for optimal customization
Best For
Large-scale manufacturing and warehouse operations seeking flexible, infrastructure-free AMR automation with enterprise-grade management.
Pricing
Subscription-based model typically €200-500 per robot/month depending on fleet size; custom enterprise quotes available, often bundled with MiR robot purchases.
OTTO Fleet Manager
enterpriseScalable fleet management platform for heavy-duty autonomous mobile robots ensuring seamless material handling operations.
AI-powered 'any-to-any' shuttling that enables flexible pallet transport without fixed paths or infrastructure modifications
OTTO Fleet Manager is a powerful fleet management software platform from OTTO Motors designed specifically for orchestrating large-scale deployments of autonomous mobile robots (AMRs) and AGVs in industrial environments like warehouses and manufacturing facilities. It provides centralized control for task assignment, real-time monitoring, dynamic routing, and collision avoidance to optimize material flow and productivity. The software integrates seamlessly with warehouse management systems (WMS) and offers advanced analytics, predictive maintenance, and scalability for mixed fleets handling heavy payloads up to 1,600 kg.
Pros
- Highly scalable for fleets of hundreds of AMRs with proven 99.9% uptime in demanding environments
- Advanced AI-driven features like dynamic task optimization and no-infrastructure navigation
- Robust integrations with WMS, ERP, and PLC systems for end-to-end automation
Cons
- Primarily optimized for OTTO Motors hardware, limiting flexibility with third-party AGVs
- Enterprise-level pricing lacks transparency and can be costly for smaller operations
- Initial setup and configuration require professional services and expertise
Best For
Large manufacturing and logistics companies deploying heavy-duty AMR fleets in complex, high-throughput environments.
Pricing
Custom enterprise pricing based on fleet size and deployment; typically starts in the high five to six figures annually—contact sales for quotes.
BlueBotics ANT Fleet
specializedInfrastructure-free navigation and fleet control software enabling safe multi-vendor AGV operations.
Decentralized peer-to-peer communication for infinite scalability without central server bottlenecks
BlueBotics ANT Fleet is a decentralized fleet management software for AGVs and AMRs, enabling real-time coordination, routing optimization, and traffic management across dynamic environments. It supports multi-vendor interoperability, allowing robots from different manufacturers to operate seamlessly together using ANT natural navigation technology that requires no infrastructure like tapes or lasers. The system excels in scalable deployments for warehouses and factories, with features like drag-and-drop map editing and automatic reconfiguration for layout changes.
Pros
- Multi-vendor robot compatibility without custom integrations
- Decentralized architecture for high scalability and no single point of failure
- Infrastructure-free natural navigation with easy map reconfiguration
Cons
- Requires ANTdrive hardware for optimal performance, limiting flexibility
- Steep initial learning curve for complex fleet setups
- Enterprise pricing lacks transparency and can be high for smaller operations
Best For
Medium to large-scale warehouses and manufacturing sites needing scalable, multi-vendor AGV fleet management in dynamic layouts.
Pricing
Custom enterprise licensing upon request, typically starting at €20,000+ annually based on fleet size and features.
AGILOX ONE
specializedAI-powered software suite for self-navigating AGVs that dynamically optimize routes and adapt to warehouse changes.
True infrastructure-free navigation relying solely on onboard sensors and AI for mapping and localization
AGILOX ONE is a comprehensive software suite powering Agilox's autonomous mobile robots (AMRs) for intralogistics and material handling in warehouses and production facilities. It enables infrastructure-free navigation using onboard LiDAR, cameras, and AI-driven algorithms, eliminating the need for magnetic tapes, lasers, or QR codes. The system supports omnidirectional movement, real-time fleet management via swarm intelligence, and seamless integration with ERP/WMS systems for optimized workflows.
Pros
- Infrastructure-free navigation reduces setup time and costs
- Swarm intelligence optimizes multi-robot fleets dynamically
- High flexibility with omnidirectional Mecanum wheels and payloads up to 1,500 kg
Cons
- Primarily tied to Agilox hardware, limiting third-party compatibility
- Custom pricing can be high for small-scale deployments
- Advanced customization requires technical expertise
Best For
Medium to large warehouses needing scalable, modification-free AMR solutions for dynamic material transport.
Pricing
Quote-based pricing; typically €50,000+ per robot plus software licensing, scaling with fleet size and features.
EK FLEET
enterpriseCentralized fleet management system for EK AGVs providing real-time monitoring and efficient task allocation.
Seamless multi-vendor AGV interoperability for unified fleet control
EK FLEET by EK Robotics is a comprehensive fleet management software tailored for Automated Guided Vehicles (AGVs) in industrial settings like warehouses and manufacturing plants. It enables real-time monitoring, dynamic task allocation, collision avoidance, and optimized path planning across multi-vendor AGV fleets. The platform integrates with ERP and MES systems to streamline operations and boost efficiency in material handling.
Pros
- Excellent multi-vendor AGV compatibility for heterogeneous fleets
- Advanced real-time monitoring and analytics dashboard
- Scalable for large-scale deployments with robust integration options
Cons
- Steep learning curve for initial configuration and customization
- Pricing lacks transparency without a quote
- Limited standalone options for very small fleets
Best For
Mid-to-large manufacturing or logistics operations managing diverse AGV fleets in complex environments.
Pricing
Custom enterprise pricing based on fleet size and modules; typically starts at several thousand euros annually with quotes required.
Seegrid Supervisor
specializedVision-powered fleet orchestration software for pallet-moving autonomous mobile robots in manufacturing and logistics.
Multi-vendor fleet orchestration that unifies diverse AGVs and AMRs on one platform with AI task prioritization
Seegrid Supervisor is a warehouse orchestration software that manages fleets of autonomous mobile robots (AMRs) and legacy AGVs, providing real-time visibility, task allocation, and performance analytics. It leverages AI for dynamic path planning and optimization to enhance material flow efficiency without requiring site modifications like tape or magnets. The platform integrates with WMS, ERP, and MES systems for seamless automation in dynamic warehouse environments.
Pros
- Supports mixed fleets of Seegrid AMRs and third-party AGVs
- AI-powered orchestration for real-time optimization
- Infrastructure-free deployment with vision-guided navigation
Cons
- Strongest performance with Seegrid hardware ecosystem
- Steep learning curve for advanced configurations
- Pricing lacks transparency; enterprise-focused only
Best For
Mid-to-large warehouses using Seegrid robots alongside legacy AGVs that need scalable, AI-driven fleet management without physical infrastructure changes.
Pricing
Custom enterprise pricing; contact Seegrid for quote (typically subscription-based per robot or site)
Locus ONE
enterpriseCloud-native platform for managing and scaling AMR fleets to boost warehouse picking productivity.
Vector™ picking, where AMRs dynamically follow and assist human pickers to reduce travel time by up to 50%
Locus ONE is a cloud-based fleet orchestration platform from Locus Robotics, designed to manage and optimize deployments of Autonomous Mobile Robots (AMRs) in dynamic warehouse environments. It provides real-time visibility, intelligent task assignment, and seamless integration with Warehouse Management Systems (WMS) to enhance order fulfillment processes like picking and sorting. The software supports high-density operations, scaling to thousands of robots while minimizing downtime and maximizing throughput.
Pros
- Scalable architecture handles fleets of 1,000+ robots with proven reliability in major warehouses
- Advanced analytics and heatmapping for continuous workflow optimization
- Rapid deployment with strong WMS integrations like Manhattan and SAP
Cons
- Primarily optimized for Locus Robotics hardware, limiting multi-vendor flexibility
- Steeper learning curve for advanced configuration and custom integrations
- Pricing scales with fleet size, less ideal for small-scale operations
Best For
Mid-to-large e-commerce and 3PL warehouses needing high-density AMR fleets for labor-intensive picking tasks.
Pricing
Subscription-based model; custom quotes starting around $50K/year for small fleets, scaling with robot count and features.
Dematic AGV Control Software
enterpriseIntegrated control system for Dematic AGVs supporting laser navigation and warehouse execution integration.
Intelligent multi-vendor AGV orchestration with real-time dynamic path optimization and collision-free traffic control
Dematic AGV Control Software is a robust fleet management platform designed for orchestrating automated guided vehicles (AGVs) in large-scale warehouse and manufacturing environments. It offers real-time monitoring, intelligent traffic control, dynamic path optimization, and seamless integration with warehouse management systems (WMS) and enterprise resource planning (ERP) tools. The software supports multi-vendor AGVs, collision avoidance, and performance analytics to enhance operational efficiency and throughput.
Pros
- Scalable for managing hundreds of AGVs with advanced traffic management and dynamic routing
- Strong integration capabilities with WMS, ERP, and multi-vendor hardware
- Comprehensive analytics and reporting for operational insights and predictive maintenance
Cons
- Complex initial setup and configuration requiring specialized expertise
- Higher cost structure suited more for enterprise-level deployments
- Limited flexibility for small-scale or non-Dematic hardware ecosystems
Best For
Large manufacturing or logistics enterprises with complex, high-volume AGV operations needing enterprise-grade scalability and integration.
Pricing
Custom enterprise pricing, often starting at $500,000+ for software licenses and implementation, with ongoing support fees.
JBT AGVWorks
enterpriseComprehensive software for AGV simulation, dispatch, and diagnostics in food and beverage logistics.
Advanced 3D simulation module for virtual testing of AGV layouts and traffic scenarios without disrupting live operations
JBT AGVWorks is a comprehensive fleet management software suite from JBT Corporation tailored for Automated Guided Vehicles (AGVs) in industrial settings. It provides advanced navigation, traffic control, task allocation, and real-time monitoring to ensure efficient material handling and collision-free operations. The software supports laser-based guidance, mixed-fleet management, and simulation for optimizing layouts before deployment.
Pros
- Scalable for fleets from small to enterprise-level
- Strong multi-vendor AGV compatibility
- Robust simulation and diagnostics tools
Cons
- Steep learning curve for configuration
- Pricing lacks transparency without quotes
- Limited out-of-the-box integrations with non-JBT hardware
Best For
Medium to large manufacturing facilities with diverse AGV fleets needing reliable traffic management and simulation capabilities.
Pricing
Custom enterprise licensing based on fleet size and modules; quotes typically start at $50,000+ annually for mid-sized deployments.
Swisslog AGV Software
enterpriseFleet management and synchronization software for automated guided vehicles in intralogistics systems.
Deep native integration with SynQ WMS for unified control of AGVs, conveyors, and automation systems
Swisslog AGV Software is a robust fleet management platform designed for controlling and optimizing Automated Guided Vehicles (AGVs) in industrial environments like warehouses and manufacturing facilities. It offers features such as real-time monitoring, dynamic path planning, collision avoidance, and seamless integration with Swisslog's SynQ Warehouse Management System (WMS). The software supports multi-vendor AGVs and scales for high-throughput operations, ensuring efficient material flow and minimal downtime.
Pros
- Excellent integration with WMS and ERP systems
- Scalable for large fleets with proven reliability in high-volume logistics
- Advanced safety features including predictive collision avoidance
Cons
- Complex initial setup requiring specialist support
- Higher pricing suited more for enterprises than SMBs
- Limited flexibility for non-Swisslog hardware without custom development
Best For
Large-scale warehouse operators and manufacturers needing integrated AGV and WMS solutions for optimized intralogistics.
Pricing
Custom enterprise licensing; typically starts at €100,000+ for initial deployment with annual maintenance fees.
Conclusion
The top AGV software tools reviewed demonstrate cutting-edge solutions for optimizing material handling, with the top three distinguishing themselves through specialized strengths. MiR Fleet leads as the top choice, offering robust cloud-based fleet management tailored for dynamic warehouse environments, while OTTO Fleet Manager excels in scaling heavy-duty operations and BlueBotics ANT Fleet provides infrastructure-free flexibility for multi-vendor setups. These tools highlight how businesses can find efficient, futuristic logistics solutions to meet diverse operational needs.
Ready to enhance your fleet performance? Dive into MiR Fleet—its innovative design and proven capabilities make it the ideal starting point to transform your material handling workflows today.
Tools Reviewed
All tools were independently evaluated for this comparison