Autonomous Mobile Robot (AMR) Software Market Size, Share, Growth, and Industry Analysis, By Type (Navigation, Fleet Management, Task Management, Security (obstacle avoidance), Others), By Application (Hospitals and Healthcare, Manufacturing, IT/Hi-tech Companies, BFSI, Logistics Companies, Public Sector, Others), Regional Insights and Forecast From 2026 To 2035

Autonomous Mobile Robot (AMR) Software Market Overview

The global autonomous mobile robot (AMR) software market size is anticipated to reach USD 4584.17 Million in 2026, driven by increasing automation adoption, rising demand for intelligent warehouse operations, and growing use of robotics across industrial applications. The market is expected to expand to USD 17619.51 Million by 2035, supported by advancements in artificial intelligence, navigation technologies, and smart manufacturing solutions. The forecast period from 2026 to 2035 is projected to witness significant growth in the AMR software market.

The autonomous mobile robot (AMR) software market supports navigation, fleet orchestration, task allocation, traffic control, obstacle avoidance, analytics, and enterprise integration. Manufacturing and logistics collectively represent 56% of software demand because both sectors operate repetitive, time-sensitive material flows. Navigation leads type-based adoption with a 32% share, reflecting the importance of simultaneous localization and mapping, path planning, sensor fusion, and dynamic rerouting. Vendors increasingly provide hardware-independent platforms that connect robots from multiple manufacturers. Cloud deployment, digital twins, artificial intelligence, and standardized interfaces are improving scalability while helping operators coordinate autonomous robots, manual vehicles, workers, doors, elevators, and charging stations.

The USA market benefits from extensive warehouse automation, advanced manufacturing, healthcare robotics, and persistent demand for labor-efficient material handling. American distribution centers increasingly deploy autonomous mobile robot software to coordinate picking, replenishment, inventory scanning, sanitation, and pallet transportation. Domestic technology providers emphasize cloud-based fleet management, artificial intelligence, cybersecurity, and integration with warehouse management systems. Adoption is strongest among large retailers, third-party logistics companies, automotive plants, electronics manufacturers, and hospital networks. Flexible subscription models are widening access for medium-sized businesses, while local system integrators support mapping, workflow configuration, safety validation, employee training, and continuous optimization across increasingly complex multi-robot operating environments.

Key Findings

• Market size and forecast: The market reaches USD 4584.17 million in 2026 and USD 17619.51 million by 2035, recording 16.14% CAGR.
• Type leadership: Navigation software holds 32% share as mapping, localization, sensor fusion, and dynamic path planning remain essential deployment capabilities.
• Application leadership: Manufacturing accounts for 30% share, supported by material movement, production synchronization, labor shortages, and flexible factory automation.
• Key company landscape: Brain Corporation and Kollmorgen lead through scalable autonomy platforms, navigation technology, fleet control, integration tools, and established customer deployments.
• Fastest growing region: Asia-Pacific holds 25% share, with expanding electronics production, logistics infrastructure, smart factories, and domestic robot manufacturing supporting adoption.
• Key trends: Hardware-independent orchestration, artificial intelligence, digital twins, and interoperability accelerate adoption, while cybersecurity and integration complexity remain significant challenges.

Autonomous Mobile Robot (AMR) Software Market Latest Trends

The autonomous mobile robot (AMR) software market is shifting toward hardware-independent orchestration capable of controlling different robot brands through a common management layer. Operators want centralized dashboards that allocate missions, prevent traffic conflicts, monitor battery health, and connect robotic workflows with warehouse management and manufacturing execution systems. Navigation platforms increasingly combine lidar, cameras, depth sensing, wheel odometry, and artificial intelligence to maintain positioning inside dynamic facilities. Some commercial platforms report localization accuracy of 1 cm, enabling precise docking, pallet handling, and machine tending.

Digital twins are becoming important for route validation, fleet sizing, congestion testing, and deployment planning before robots enter operating environments. Low-code workflow tools also allow warehouse supervisors to modify tasks without extensive programming. Edge computing supports rapid safety decisions, while cloud services enable remote monitoring, software updates, analytics, and multi-site benchmarking. VDA 5050 compatibility is receiving greater attention as manufacturers seek multi-vendor fleet interoperability. BlueBotics supports more than 120 interoperable vehicle models through its ecosystem, illustrating increasing platform openness. Cybersecurity, predictive maintenance, semantic mapping, automated charging, and human-aware navigation are additional trends. Buyers increasingly assess software according to integration speed, uptime, user experience, analytics quality, safety support, and ability to scale from a limited deployment into enterprise-wide automation.

Autonomous Mobile Robot (AMR) Software Market Dynamics

DRIVER

"Growing demand for flexible warehouse and factory automation."

Expanding fulfillment volumes, shorter delivery expectations, labor constraints, and variable production schedules are accelerating autonomous mobile robot software adoption. Unlike fixed conveyors, software-directed robots can receive revised routes and assignments when layouts or operating priorities change. Manufacturing and logistics together generate 56% of market demand, demonstrating the importance of flexible material movement. Fleet management applications balance missions, charging, congestion, and vehicle availability across shifts. Navigation software uses live sensor information to avoid temporary obstacles and select alternative paths without modifying facility infrastructure. Integration with enterprise resource planning, warehouse management, and manufacturing execution platforms also converts business orders into robot missions, allowing companies to automate transportation while retaining centralized operational control.

RESTRAINT

"High integration requirements across robots and enterprise systems."

Implementation can become expensive and technically demanding when facilities operate legacy machinery, proprietary interfaces, inconsistent wireless coverage, or robots supplied by different manufacturers. Software providers must connect mission data with inventory records, production schedules, elevators, doors, charging equipment, and safety systems. The security segment represents 15% of type-based demand, but compliance validation still requires sensors, controllers, operating procedures, and site-specific risk assessment. Smaller operators may lack internal robotics engineers capable of mapping facilities, configuring workflows, testing integrations, and maintaining software. Vendor-specific protocols can also limit interoperability and create switching costs. These factors lengthen deployment schedules and may discourage facilities where operational interruptions carry significant financial or safety consequences.

OPPORTUNITY

"Expansion of interoperable software for mixed and multi-vendor fleets."

Industrial users increasingly require a single software layer that coordinates autonomous mobile robots, automated guided vehicles, manual forklifts, and human workers. This creates opportunities for hardware-neutral fleet orchestration, standardized application programming interfaces, and VDA 5050-compatible platforms. Fleet management holds 27% of type-based demand, reflecting interest in centralized traffic control, charging optimization, performance monitoring, and task dispatch. Software vendors can expand through modular subscriptions, simulation tools, cloud analytics, and preconfigured connectors for warehouse and manufacturing systems. Healthcare, public facilities, and medium-sized warehouses also offer potential because low-code deployment reduces dependence on specialized programmers. Providers that combine interoperability, cybersecurity, visualization, predictive analytics, and remote support can address increasingly complex automation environments.

CHALLENGE

"Maintaining cybersecurity, safety, and reliability in connected fleets."

Autonomous mobile robot software exchanges operational information with sensors, cloud platforms, enterprise applications, and facility equipment, creating multiple points requiring protection. Unauthorized access, corrupted maps, communication failures, or incorrect mission commands can interrupt production and expose workers to hazards. Security and obstacle avoidance software holds 15% market share, yet reliable operation depends on properly calibrated hardware and disciplined software governance. Vendors must provide identity management, encrypted communication, access controls, audit records, secure updates, and rapid vulnerability remediation. Operators also need fallback procedures for wireless disruption and server failure. Achieving these controls without reducing fleet responsiveness or complicating deployment remains a central technical and commercial challenge for the autonomous mobile robot software market.

Autonomous Mobile Robot (AMR) Software Market Segmentation

The autonomous mobile robot (AMR) software market is segmented by type and application to reflect distinct control functions and operating requirements. By type, navigation leads with 32%, followed by fleet management at 27%, task management at 19%, security and obstacle avoidance at 15%, and others at 7%. By application, manufacturing contributes 30%, logistics companies 26%, hospitals and healthcare 14%, IT and hi-tech companies 11%, the public sector 8%, BFSI 6%, and others 5%. These shares consistently total 100% within each segmentation model and demonstrate that mission-critical movement, fleet coordination, and industrial material handling dominate purchasing decisions.

By Type

Based on Type the global market can be categorized in to Navigation, Fleet Management, Task Management, Security (obstacle avoidance), and Others.

• Navigation: Navigation software accounts for 32% of the autonomous mobile robot (AMR) software market, making it the leading type. It combines mapping, simultaneous localization and mapping, sensor fusion, path planning, localization, and dynamic rerouting. Modern systems interpret lidar, camera, depth sensor, encoder, and inertial data to position robots within changing environments. Leading platforms can achieve localization accuracy of 1 cm under configured operating conditions. Navigation software is essential for pallet movement, goods transportation, hospital delivery, inventory scanning, and cleaning. Demand is shifting toward natural-feature navigation that reduces dependence on magnetic strips, reflectors, and permanent floor modifications while supporting faster facility reconfiguration.

• Fleet Management: Fleet management software represents 27% of market demand. These platforms coordinate robot availability, mission assignment, traffic priorities, charging schedules, speed restrictions, and facility access. A fleet manager can prevent deadlocks by reserving intersections, redirecting vehicles, and sequencing traffic through narrow aisles. Operators use dashboards to track position, utilization, battery state, errors, completed missions, and idle time. Compatibility with warehouse management, enterprise resource planning, and manufacturing execution systems is an important purchasing criterion. Demand is growing for multi-vendor orchestration because facilities increasingly operate robots with different payloads and movement capabilities. Cloud monitoring also enables centralized supervision of fleets deployed across multiple locations.

• Task Management: Task management holds 19% of the autonomous mobile robot software market. The software converts business requirements into executable missions, including pickup, transport, delivery, inspection, cleaning, replenishment, and return-to-charge commands. Rules engines prioritize assignments according to urgency, robot capability, location, battery condition, payload, and destination availability. Manufacturing operators use task management to synchronize line-side delivery with production schedules, while logistics companies connect tasks with order waves and inventory movements. Application programming interfaces enable automatic mission creation from warehouse or manufacturing systems. Low-code task editors are widening adoption by allowing operational teams to adjust workflows without rewriting the underlying navigation and fleet-control software.

• Security (obstacle avoidance): Security and obstacle avoidance software captures 15% of type-based demand. It processes information from safety lidar, cameras, ultrasonic sensors, bumpers, and depth systems to identify people, vehicles, racks, pallets, and unexpected objects. The software controls slowing, stopping, rerouting, exclusion zones, and safe restart behavior. Human-aware navigation is becoming particularly important in shared warehouse, hospital, and factory environments. Platforms can configure speed zones around intersections, workstations, and pedestrian areas. Continuous diagnostic monitoring helps detect blocked sensors or communication faults. Adoption depends on combined software, certified hardware, risk assessment, and operating procedures because obstacle detection alone does not constitute a complete safety system.

• Others: Other software functions account for 7% of the market and include analytics, simulation, predictive maintenance, teleoperation, visualization, robot development tools, and remote support. Digital twin applications allow integrators to test routes, fleet capacity, traffic rules, and charging strategies before physical deployment. Analytics software identifies bottlenecks, excessive waiting, mission failures, and battery degradation. Remote diagnostic tools reduce service travel and improve issue resolution across distributed sites. Development platforms support robot manufacturers through reusable software modules, simulation environments, and sensor interfaces. This segment remains smaller than navigation or fleet management but provides strategic differentiation because customers increasingly expect measurable performance improvements throughout the automation lifecycle.

By Application

Based on Application the global market can be categorized in to Hospitals and Healthcare, Manufacturing, IT/Hi-tech Companies, BFSI, Logistics Companies, Public Sector, and Others.

• Hospitals and Healthcare: Hospitals and healthcare represent 14% of autonomous mobile robot software demand. Robots transport medicines, laboratory samples, meals, linens, sterile supplies, waste, and clinical materials between departments. Software must navigate public corridors, elevators, automatic doors, patient areas, and restricted zones while responding safely to unpredictable pedestrian movement. Integration with access-control and facility systems supports unattended delivery across different floors. Task management establishes delivery priorities and records completed movements for operational traceability. Healthcare buyers emphasize cybersecurity, cleaning compatibility, availability, quiet operation, and simple staff interaction. Growing pressure to redirect clinical employees toward patient care supports continued software adoption in large hospital networks.

• Manufacturing: Manufacturing leads applications with a 30% market share. Autonomous mobile robot software coordinates movement of components, tools, work-in-progress, finished goods, and empty containers across factories. Automotive, electronics, machinery, food, pharmaceutical, and consumer-goods plants use robots for line-side replenishment and workstation transfers. Software-driven routing provides flexibility when production cells, model mixes, or material requirements change. Integration with manufacturing execution systems enables missions to follow production schedules and inventory signals. Predictive analytics identifies traffic congestion and equipment utilization patterns. Manufacturers prioritize deterministic communication, reliable uptime, precise docking, safety-zone configuration, and support for several vehicle formats operating within shared industrial environments.

• IT/Hi-tech Companies: IT and hi-tech companies contribute 11% of application demand. Electronics factories, semiconductor facilities, data centers, research campuses, and robotics developers use autonomous software for secure material movement, inspection, component delivery, and equipment monitoring. Clean manufacturing environments require precise navigation and controlled access to production areas. Software platforms also support rapid prototyping through simulation, reusable robot applications, and open interfaces. Technology businesses frequently prefer cloud-native architectures, robotics operating system compatibility, data analytics, and artificial intelligence integration. Their adoption supports experimentation with semantic mapping, vision-based localization, and adaptive task planning. Cybersecurity and protection of sensitive operational data remain major procurement considerations.

• BFSI: BFSI applications hold 6% of the autonomous mobile robot software market. Banks, financial institutions, and insurance organizations use mobile robots selectively for internal document movement, security patrols, facility inspection, customer assistance, and controlled delivery. Software must provide strict identity management, route authorization, audit trails, and integration with access-control systems. Navigation platforms operate most effectively in large offices, service centers, and secured campuses where repetitive movements justify automation. Although penetration remains lower than manufacturing and logistics, opportunities exist in premium customer service and after-hours monitoring. Procurement decisions emphasize data protection, reliable human detection, remote supervision, and restricted-zone enforcement over high-volume material throughput.

• Logistics Companies: Logistics companies account for 26% of application demand, ranking behind manufacturing. Third-party logistics providers, fulfillment centers, parcel operators, and distribution warehouses deploy software for picking support, replenishment, sortation feeding, pallet transport, and inventory scanning. Fleet systems coordinate robots during demand peaks and redirect assignments when aisles become congested. Integration with warehouse management systems connects robot missions to orders, storage locations, and shipping priorities. Software scalability is essential because fleet sizes may change seasonally. One automated inventory-scanning solution reports data-capture accuracy exceeding 99.5%. Logistics buyers prioritize rapid implementation, multi-site visibility, measurable utilization, equipment interoperability, and minimal disruption to active warehouse operations.

• Public Sector: The public sector represents 8% of market demand. Airports, government buildings, educational campuses, defense facilities, municipal operations, and public hospitals use autonomous mobile robot software for delivery, cleaning, inspection, security, and passenger support. Deployments often involve large mixed-use environments with elevators, controlled doors, pedestrian congestion, and accessibility requirements. Procurement programs emphasize data sovereignty, system reliability, transparent audit records, and long operating lifecycles. Fleet platforms support centralized monitoring across buildings while task software assigns recurring and event-driven missions. Public-sector expansion depends on cybersecurity approval, procurement cycles, safety validation, staff acceptance, and the availability of local integration and maintenance services.

• Others: Other applications account for 5% of the autonomous mobile robot software market. This category includes hospitality, retail, agriculture, commercial cleaning, construction, entertainment, and specialized inspection. Retailers use autonomous platforms for inventory scanning and floor-care workflows, while hotels employ robots for amenity delivery. Agricultural and outdoor applications require robust localization across changing terrain and variable lighting. Commercial cleaners use fleet software to monitor coverage, productivity, and exception events. These markets create opportunities for application-specific interfaces and simplified deployment tools. Growth depends on proving operational value in lower-volume settings where software subscriptions, integration expenses, maintenance needs, and employee training can materially affect adoption.

Autonomous Mobile Robot (AMR) Software Market Regional Outlook

• North America

North America holds 36% of the autonomous mobile robot (AMR) software market, representing the largest regional share. The USA drives deployment through large distribution networks, high e-commerce order volumes, modern manufacturing plants, and established robotics developers. Canadian adoption is expanding in logistics, automotive operations, food processing, and healthcare. Manufacturing and logistics remain the principal regional applications because operators require scalable software for picking support, inventory movement, and production replenishment.

Cloud-based fleet management, artificial intelligence, inventory scanning, and system integration shape purchasing decisions. A BrainOS-powered inventory robot reports data-capture accuracy above 99.5%, demonstrating the performance focus within regional warehouse deployments. Buyers also prioritize cybersecurity, employee safety, remote support, and integration with warehouse management systems. North American providers maintain strong positions through software subscriptions, technology partnerships, and extensive system-integrator networks. Labor availability, facility modernization, and rapid fulfillment requirements continue supporting adoption, although integration cost and interoperability across proprietary robot fleets remain meaningful barriers.

• Europe

Europe accounts for 27% of global autonomous mobile robot software demand. Germany, France, the United Kingdom, Italy, Sweden, Switzerland, and the Netherlands support adoption through automotive production, machinery manufacturing, food logistics, pharmaceuticals, and advanced warehousing. European engineering expertise in automated guided vehicles provides an established foundation for migration toward more flexible autonomous systems. Regional customers emphasize functional safety, data protection, energy management, and interoperability.

VDA 5050 is influential in software procurement because operators want standardized communication between fleet managers and vehicles from different manufacturers. BlueBotics supports more than 120 interoperable vehicle models within its ecosystem, illustrating the scale of multi-vehicle compatibility available to integrators. European vendors are also expanding mixed-fleet management for autonomous robots and manual forklifts. Software investments focus on traffic control, route simulation, battery optimization, and integration with manufacturing execution systems. Automotive plants and logistics terminals remain important deployment locations. Complex compliance processes and older factory infrastructure can slow implementation, but strong automation capability supports Europe’s 27% position.

• Asia-Pacific

Asia-Pacific holds 25% of the autonomous mobile robot software market and represents the fastest-growing regional opportunity. China, Japan, South Korea, India, Singapore, and Australia support adoption across electronics, automotive manufacturing, e-commerce logistics, semiconductors, pharmaceuticals, and food processing. The region combines extensive industrial output with a growing domestic base of robot manufacturers and system integrators. Factory operators increasingly use autonomous software to manage line-side supply, warehouse replenishment, and finished-goods movement.

Electronics and hi-tech applications are especially important because facilities require precise navigation, controlled material handling, and rapid reconfiguration. Regional buyers seek scalable fleet management, multilingual interfaces, local technical support, and compatibility with existing enterprise systems. Expansion of fulfillment infrastructure in India and Southeast Asia creates further opportunities for task orchestration and cloud analytics. Japan and South Korea contribute advanced sensing and robotics expertise, while China provides deployment scale. Price competition is strong, and fragmented technical standards can complicate multi-vendor operations, but manufacturing density sustains Asia-Pacific’s 25% share.

• Middle East & Africa

The Middle East & Africa represents 7% of global market demand. Adoption is concentrated in the Gulf states, Israel, South Africa, and selected North African industrial centers. Warehouses, airports, hospitals, government facilities, and large retail distribution operations provide the principal deployment environments. Smart-city programs and new logistics zones create opportunities to install autonomous systems in facilities designed with modern wireless networks and integrated building controls.

Software platforms are used for delivery, cleaning, inspection, security, and warehouse transportation. Regional customers prioritize remote fleet monitoring, heat-resistant operating strategies, cybersecurity, multilingual interfaces, and integration with elevators and access-control infrastructure. The public sector accounts for 8% of global application demand and remains particularly relevant to regional airport, healthcare, and municipal projects. Limited local robotics expertise can increase dependence on international vendors and integration partners. Training, maintenance availability, and import requirements affect project timing. Nevertheless, infrastructure investment and expanding distribution capacity support the region’s consistent 7% market position.

• Rest of the World

The Rest of the World holds 5% of the autonomous mobile robot software market. Latin America contributes most activity through automotive production, consumer-goods manufacturing, mining support, food processing, and expanding e-commerce logistics. Brazil and Mexico provide notable industrial automation opportunities, while selected projects are emerging in Chile, Argentina, and Colombia. Users typically begin with focused transportation workflows before expanding into larger fleets.

Demand centers on navigation, fleet control, task management, and warehouse-system connectivity. Manufacturers value autonomous software because robots can adapt to revised layouts without extensive fixed infrastructure. Logistics providers seek visibility into mission completion, utilization, battery condition, and workflow bottlenecks. Regional deployment is restrained by investment availability, imported hardware costs, wireless infrastructure, and limited specialist support outside major industrial centers. Partnerships with local integrators therefore remain important. Other applications hold 5% globally, matching the regional share and highlighting opportunities in agriculture, commercial cleaning, hospitality, and specialized inspection where adaptable software can support new automation models.

KEY INDUSTRY PLAYERS

Competition includes autonomy-platform developers, navigation specialists, industrial automation groups, fleet-management providers, and robotics software start-ups. Brain Corporation and Kollmorgen hold prominent positions through deployed autonomy platforms, navigation systems, fleet control, and partner ecosystems. BlueBotics differentiates through natural-feature navigation, configuration tools, and multi-vehicle fleet management. MOV.AI emphasizes hardware-independent development, deployment, and robotics operating system support. Fives Group, JASCI Software, Real-Time Innovations, DreamVu, Navitec, Sorion, and Bridge Robotics pursue integration-focused opportunities. Competitive strategies include cloud subscriptions, open application programming interfaces, acquisitions, developer tools, simulation, artificial intelligence, cybersecurity enhancements, and partnerships with robot manufacturers, warehouse integrators, sensor companies, and enterprise-software providers.

List of Top Autonomous Mobile Robot (AMR) Software Companies

• Brain Corporation
• Real-Time Innovations (RTI)
• Rocos
• Fives Group
• JASCI Software
• Kollmorgen
• SMP Robotics
• MOV.AI
• incubed IT (Verizon)
• DreamVu
• Navitec
• BlueBotics
• Sorion
• Bridge Robotics
• Freedom Robotics
• AutoGuide Mobile Robots

List of Top 2 Companies Market Share

• Brain Corporation: Holds 12% share through BrainOS deployments, autonomous inventory capabilities, partnerships, and scalable fleet management.
• Kollmorgen: Holds 8% share through navigation software, vehicle controls, fleet orchestration, and extensive industrial automation partnerships.

Investment Analysis and Opportunities

Investment is concentrating on hardware-independent orchestration, artificial intelligence, digital twins, cybersecurity, and enterprise-system connectors. Fleet management represents 27% of type-based demand, creating opportunities for subscription platforms that coordinate mixed robot brands and manual vehicles. Investors are also supporting low-code deployment tools that reduce engineering requirements for medium-sized operators. Manufacturing and logistics collectively account for 56% of application demand, making factory intralogistics and warehouse automation priority targets. Attractive opportunities include predictive fleet maintenance, semantic mapping, cloud analytics, secure remote operations, standardized interoperability, hospital delivery workflows, and localization for emerging markets. Partnerships with integrators can accelerate deployment and improve recurring software adoption.

New Product Development

New product development focuses on more accurate navigation, unified fleet control, mixed-traffic management, and faster workflow configuration. Developers are combining lidar, vision, depth sensing, and artificial intelligence to improve localization and obstacle classification. Commercial platforms can provide positioning accuracy of 1 cm in configured environments, supporting precise docking and pallet engagement. Fleet products increasingly manage autonomous robots, automated guided vehicles, and manual forklifts through one operational interface. Digital twin tools enable simulation before deployment, while low-code editors shorten task configuration. Additional innovation includes secure over-the-air updates, predictive battery management, web-based monitoring, VDA 5050 support, outdoor navigation extensions, and automated recovery from blocked routes.

Autonomous Mobile Robot (AMR) Software Five Recent Developments (2025–2026)

• March 2025 – Brain Corporation – BrainOS powers autonomous warehouse inventory scanning platform with enhanced accuracy. Brain Corporation partnered with Dane Technologies to deploy BrainOS-powered inventory robots, delivering autonomous scanning, real-time inventory visibility, and data-capture accuracy exceeding 99.5% for warehouses.

• March 2025 – BlueBotics – ANT locator expands mixed-fleet tracking and traffic coordination capabilities. BlueBotics introduced ANT locator to track manual forklifts and payloads, integrate coordinates with ANT server, coordinate mixed traffic, and improve warehouse flow visibility and safety.

• May 2025 – Kollmorgen – New motor controllers strengthen autonomous vehicle control and integration. Kollmorgen launched AC7 and DC7 controllers with integrated speed regulation, position control, regenerative braking, encoder feedback, CAN bus connectivity, and IP65 protection for mobile robots.

• September 2025 – Fives Group – Caja Robotics technologies expand cloud-native intralogistics software portfolio. Fives Group integrated Caja Robotics technology, adding artificial intelligence, autonomous mobile robots, and warehouse control software to strengthen scalable goods-to-person automation across global distribution operations.

• November 2025 – Real-Time Innovations – Connext platform advances secure interoperable autonomous robot communications. Real-Time Innovations enhanced its connectivity capabilities for distributed robotics, supporting dependable data exchange, scalable system integration, secure communications, and coordinated autonomous operations across industrial environments globally.

Autonomous Mobile Robot (AMR) Software Market Report Coverage

The autonomous mobile robot (AMR) software market report evaluates navigation, fleet management, task management, security and obstacle avoidance, and other software categories. It analyzes 7 applications covering healthcare, manufacturing, IT and hi-tech companies, BFSI, logistics companies, the public sector, and other users. Regional coverage assigns 36% to North America, 27% to Europe, 25% to Asia-Pacific, 7% to the Middle East & Africa, and 5% to the Rest of the World. The report also examines vendor positioning, competitive strategies, investment opportunities, product innovation, interoperability, cybersecurity, deployment barriers, enterprise integration, and 5 company-specific developments from 2025.