Compare alternatives to inVia Robotics against the same Robotics workflows and requirements. Confirm current product scope and pricing directly with each provider.
Options to compare
ABB Robotics delivers industrial robotic arms for manufacturing, 3PLs, and distribution centers requiring high-speed material handling automation. The platform provides palletizing, sorting, and material handling robots designed for enterprise-scale operations with proven reliability and precision. ABB serves organizations automating repetitive tasks in packaging, assembly, and warehouse operations with comprehensive robotics solutions backed by global support infrastructure.
- Features: Palletizing, Picking, Sorting, Material handling, Vision systems, Programming, Integration, Support
- Integrations: Not listed
- Best suited for: Not listed
- Core strengths: Not listed
- Features: Cube-based grid with 26-level vertical storage, R5 robots with 99.7-99.8% uptime, 4x storage density (75% floor space savings), Modular scalability without downtime, AutoCase for full-case induction/extraction, FlexBins for multiple bin sizes, Ergonomic picking workstations (Ports), Self-diagnosing robots with auto-recharge, Temperature-controlled grid options
- Integrations: SAP EWM, Kardex FulfillX, Swisslog SynQ, Manhattan Associates, Blue Yonder, Custom WMS
- Best suited for: Not listed
- Core strengths: Not listed
Elettric80 provides integrated AGV systems for enterprise manufacturers and food/beverage companies seeking end-to-end intralogistics automation. The platform delivers comprehensive material handling solutions from production lines to warehouse storage, eliminating manual transport throughout the facility. Elettric80 serves organizations requiring seamless automation of internal logistics with systems designed for high-reliability, 24/7 operation.
- Features: LGVs, Palletizing, Wrapping, Integrated systems, WMS integration, Analytics, Support, Global presence
- Integrations: Not listed
- Best suited for: Not listed
- Core strengths: Not listed
FANUC provides industrial robots for enterprise manufacturing, packaging, and 3PL operations requiring high-speed, reliable automation. The platform offers robots designed for maximum uptime and precision across diverse applications including assembly, palletizing, and material handling. FANUC serves organizations seeking proven industrial robotics backed by decades of manufacturing excellence and global service support.
- Features: Palletizing, Picking, Assembly, Painting, Vision systems, AI, Integration, Global support
- Integrations: Not listed
- Best suited for: Not listed
- Core strengths: Not listed
Fetch Robotics by Zebra provides cloud-based autonomous mobile robots for 3PLs, manufacturers, and retailers seeking flexible automation solutions. The platform delivers AMRs that can be rapidly deployed and easily reconfigured as operations change, with cloud-based fleet management for real-time visibility and control. Fetch Robotics serves organizations requiring agile automation that adapts to evolving warehouse layouts and workflows.
- Features: Cloud robotics, Material transport, Data collection, WMS integration, Fleet management, Analytics, Interoperability, API
- Integrations: Not listed
- Best suited for: Not listed
- Core strengths: Not listed
Geek+ delivers autonomous mobile robots for warehouse fulfillment as the world leader in AMR deployment with 56,000+ robots across 800+ customers in 40+ countries. The platform offers goods-to-person systems including PopPick shelf-to-person, SkyCube pallet handling, and RoboShuttle automation with 74.6% customer repurchase rate. Geek+ serves e-commerce, retail, and 3PL operations requiring proven, scalable robotics with continuous innovation.
- Features: HKG:2590 IPO (July 2024), 56,000+ Robots Deployed, #1 AMR by Revenue (6 years), 800+ Customers in 40+ Countries, PopPick Shelf-to-Person, SkyCube Pallet (frozen/chilled), RoboShuttle+P40 (IFOY 2025), 74.6% Repurchase Rate, 2,000+ Robots at UPS/Coupang, QR Code + Laser SLAM, Intel Vision AI Partnership
- Integrations: SAP, Oracle, Manhattan Associates, Blue Yonder, WMS Systems, Shopify
- Best suited for: Not listed
- Core strengths: Not listed
GreyOrange provides AI-powered warehouse and retail automation through the GreyMatter vendor-agnostic fulfillment orchestration platform. The system coordinates multi-robot fleets from different manufacturers through a single AI layer, enabling operations to mix and match robotics vendors. With 100+ enterprise sites worldwide and a certified partner network including HAI Robotics, Quicktron, and others, GreyOrange serves organizations requiring flexible, intelligent automation that grows with their needs.
- Features: GreyMatter Vendor-agnostic Platform, 100+ Enterprise Sites, Certified Ranger Network (7 partners), Multi-Robot Fleet Orchestration, gStore Omnichannel App, Goods-to-Person (GTP), Tote-to-Person, Rack-to-Person, MODEX 2024 Showcase, Gartner Hype Cycle 2024
- Integrations: SAP, Oracle, Manhattan Associates, Blue Yonder, Shopify, HAI Robotics, Quicktron
- Best suited for: Not listed
- Core strengths: Not listed
Hyster-Yale Robotics provides robotic lift trucks for 3PLs, manufacturing, and distribution centers seeking to automate forklift operations. The platform brings automation to proven material handling equipment, enabling autonomous pallet movement and transport throughout facilities. Hyster-Yale serves organizations requiring reliable automated forklift solutions backed by the trust and service infrastructure of an established material handling manufacturer.
- Features: Robotic forklifts, Pallet handling, Fleet management, Safety systems, Integration, Analytics, Support, Training
- Integrations: Not listed
- Best suited for: Not listed
- Core strengths: Not listed
KION/Dematic provides enterprise AGV solutions for large retail distribution centers, 3PLs, and manufacturers requiring integrated automation systems. The platform delivers AGVs as part of comprehensive material handling solutions with deep integration capabilities. KION/Dematic serves organizations with complex automation needs requiring a partner with global scale and proven expertise in large-scale implementations.
- Features: Integrated systems, High-bay, Conveyor integration, Sortation, WMS integration, Analytics, Global support, Maintenance
- Integrations: SAP, Oracle, Manhattan Associates, Blue Yonder, WMS Systems, MES Platforms
- Best suited for: Not listed
- Core strengths: Not listed
KUKA Robotics provides industrial robotics for enterprise manufacturers and 3PLs requiring flexible automation with intelligent capabilities. The platform offers robots designed for adaptability across diverse applications with advanced programming and integration options. KUKA serves organizations seeking industrial robotics that combine proven reliability with modern intelligent features for evolving manufacturing needs.
- Features: Palletizing, Material handling, Assembly, Collaborative, Vision, Programming, Integration, Support
- Integrations: SAP, Siemens PLCs, Rockwell Automation, MES Platforms, Vision Systems, WMS Systems
- Best suited for: Not listed
- Core strengths: Not listed
Matternet provides drone delivery systems for healthcare and retail organizations requiring autonomous aerial logistics in urban environments. The platform enables point-to-point delivery of medical supplies, lab samples, and retail goods with proven operational safety. Matternet serves organizations in healthcare systems and dense urban areas where ground delivery faces delays and drone logistics offer compelling speed advantages.
- Features: Medical delivery, Urban logistics, Autonomous, Real-time tracking, Integration, Safety, Regulatory compliance, Scalable
- Integrations: Hospital Systems, Lab Information Systems, Retail POS, Order Management, Fleet Management, UTM Systems
- Best suited for: Not listed
- Core strengths: Not listed
- Features: Autonomous delivery, Goods-only vehicle, Last-mile, App integration, Real-time tracking, Temperature control, Safety systems, Scalable
- Integrations: Retail POS, Order Management, WMS Systems, Delivery Apps, Fleet Management, Customer Notification
- Best suited for: Not listed
- Core strengths: Not listed
OTTO Motors by Rockwell Automation provides industrial AMRs for manufacturing facilities requiring heavy-payload material transport automation. The platform offers autonomous vehicles from 331 lbs to heavy-duty capacity including the world's first truly autonomous forklift. With 5M+ hours of production driving and customers like Toyota and GE, OTTO delivers up to 600% throughput improvement and 11-month ROI for organizations seeking proven industrial AMR solutions.
- Features: Heavy payloads, Material transport, Fleet management, Safety systems, Integration, Analytics, Mapping, Scalable
- Integrations: Rockwell Automation, SAP, Oracle, MES Platforms, VDA5050, WMS Systems
- Best suited for: Not listed
- Core strengths: Not listed
Ottonomy provides autonomous delivery robots for retail, 3PLs, and airports requiring last-mile ground delivery automation. The platform offers compact robots designed for both indoor and outdoor operation, navigating sidewalks and airport terminals to complete deliveries. Ottonomy serves SMB to mid-market operations seeking accessible autonomous delivery without the complexity of larger vehicle platforms.
- Features: Ground delivery, Autonomous, Indoor/outdoor, Real-time tracking, App integration, Customizable, Fleet management, API
- Integrations: Retail POS, Airport Systems, Order Management, Fleet Management, Customer Apps, Restaurant Platforms
- Best suited for: Not listed
- Core strengths: Not listed
Outrider provides autonomous yard trucks for enterprise 3PLs, retail, and manufacturing operations seeking to automate trailer spotting and yard movements. The platform delivers purpose-built autonomous vehicles for yard operations with comprehensive yard management software. Outrider serves large distribution operations where yard automation reduces dwell time, improves dock utilization, and eliminates manual yard jockey bottlenecks.
- Features: Yard trucks, Autonomous, Trailer moving, Yard management, Integration, Safety systems, Analytics, 24/7 operation
- Integrations: SAP, Oracle, YMS Systems, TMS Platforms, WMS Systems, Dock Scheduling
- Best suited for: Not listed
- Core strengths: Not listed
Plus One Robotics provides parcel handling robots for parcel carriers, 3PLs, and e-commerce operations requiring AI-powered sorting and picking automation. The platform combines AI vision with human-in-the-loop supervision to handle diverse parcels reliably. Plus One serves organizations processing high parcel volumes needing automation that handles exceptions intelligently while continuously learning and improving.
- Features: Parcel handling, Sorting, AI vision, Remote operation, WMS integration, Analytics, 24/7 support, Scalable
- Integrations: SAP, Oracle, WMS Systems, Sortation Systems, Conveyor Systems, Parcel Tracking
- Best suited for: Not listed
- Core strengths: Not listed
RightHand Robotics provides piece-picking robots for e-commerce, retail, and 3PL operations requiring AI-powered item handling automation. The platform uses machine learning to pick diverse items with high accuracy and speed, adapting to new products automatically. RightHand serves fulfillment operations with high SKU variety needing automated picking that scales without extensive programming for each new item.
- Features: Piece picking, AI vision, Item handling, WMS integration, Analytics, Machine learning, Flexible, Scalable
- Integrations: SAP, Oracle, Manhattan Associates, WMS Systems, Conveyor Systems, Pick-to-Light
- Best suited for: Not listed
- Core strengths: Not listed
Seegrid provides vision-guided autonomous mobile robots for manufacturing and 3PL operations requiring flexible deployment without floor infrastructure. The proprietary vision system eliminates the need for wires, magnets, or tape, enabling rapid deployment and easy route changes. With 360-degree sensing for safety and fleet management capabilities, Seegrid serves automotive, e-commerce, and consumer goods facilities seeking flexible, infrastructure-free automation.
- Features: 18M+ autonomous miles driven, Zero personnel safety incidents, 3D vision-based navigation, LiDAR SLAM localization, Seegrid IQ Autonomy Technology, 360° safety coverage, Sliding Scale Autonomy (AGV/AMR hybrid), Smart path sensing, Real-time analytics, Payloads up to 10,000 lbs
- Integrations: Fleet management software, Warehouse management systems, Manufacturing execution systems, Industry 4.0 platforms, Enterprise analytics
- Best suited for: Not listed
- Core strengths: Not listed
Toyota Material Handling provides industrial AGVs for manufacturers, 3PLs, and distribution centers requiring reliable material transport automation. The platform offers AGVs built on Toyota's material handling expertise with the quality and reliability expected from the world's leading forklift manufacturer. Toyota serves organizations seeking proven AGV solutions backed by extensive service infrastructure and manufacturing excellence.
- Features: Forklift AGVs, Tow tractors, Material transport, Fleet management, Safety, Integration, Support, Global network
- Integrations: SAP, Oracle, WMS Systems, Toyota Fleet Management, MES Platforms, ERP Systems
- Best suited for: Not listed
- Core strengths: Not listed
Zipline provides drone delivery systems for retail, healthcare, and 3PL operations requiring autonomous aerial logistics at scale. The platform has completed millions of deliveries globally, serving as the world's largest commercial drone delivery network. Zipline serves healthcare systems needing urgent medical supply delivery and retail operations seeking rapid, efficient delivery to underserved areas.
- Features: Drone delivery, Autonomous, Medical supplies, Retail, Real-time tracking, API, Scalable, Global operations
- Integrations: Hospital Systems, Pharmacy Systems, Retail Platforms, Order Management, Fleet Management, Inventory Systems
- Best suited for: Not listed
- Core strengths: Not listed
Robotics buying guidance
At a glance: Warehouse robotics describes programmable or autonomous machines used to move, lift, transport, or manipulate materials in a warehouse or industrial environment. Mobile robots and driverless industrial trucks, manipulators, and other equipment have different operating envelopes and safety requirements. Suitability depends on the task, facility layout, load, people, interfaces, safeguarding, and validated deployment. ISO 3691-4:2023: Driverless industrial trucks and their systems; Robotics; Warehousing: hazards and solutions
Common workflows
- Move materials with mobile robots or driverless trucks: Choose a movement task—such as replenishment, pallet transfer, or goods-to-person transport—and map loads, travel paths, traffic, charging, handoff points, and human interaction. ISO 3691-4:2023 specifies safety requirements and verification for covered driverless industrial trucks and their systems; it does not certify that a particular site is ready. ISO 3691-4:2023: Driverless industrial trucks and their systems; Robotics
- Automate repetitive handling, picking, or palletizing: Define the item range, grasp or placement task, presentation method, cycle constraints, exception path, guarding, and operator intervention. Treat manipulators and mobile robots as different equipment classes and request task-specific validation rather than broad claims about accuracy or labor substitution. Robotics; Warehousing: hazards and solutions
- Integrate robotic tasks with warehouse work: Trace a released task from WMS or control software to the equipment, confirm acceptance and completion events, and decide how work resumes after a blocked path, communications failure, or manual intervention. NIST describes measurement and standard-test work for intelligent industrial mobility systems; buyers should require repeatable tests on their own site conditions. ISO 3691-4:2023: Driverless industrial trucks and their systems; Robotics
Questions to ask providers
- Which exact material movement or handling task is being automated, and what is the current baseline for volume, variability, and exceptions?
- What payload, dimensions, floor condition, aisle width, gradients, thresholds, traffic, and environmental conditions fall within the documented operating envelope?
- Which safety standard and edition apply to this equipment class, what verification evidence is supplied, and who completes site risk assessment and safeguarding?
- How will the robot fleet exchange tasks, priorities, location, and completion events with WMS, controls, conveyors, and human operators?
- What happens during pedestrian interaction, route obstruction, network loss, dead battery, equipment fault, recovery, and changeover to manual operation?
- What site preparation, charging, maintenance, spare parts, integration, training, service response, and lifecycle costs are excluded from the quote?
Frequently asked questions
What is warehouse robotics?
Warehouse robotics is the use of robotic or automated equipment for tasks such as moving, lifting, handling, or manipulating goods. NIST's robotics program covers performance measurement for mobile and industrial robotic systems; the term includes different equipment types rather than one interchangeable product class. Robotics
Are AGVs and AMRs the same?
Both can be mobile industrial vehicles, but navigation and operating behavior vary by design and deployment. ISO 3691-4:2023 lists automated guided vehicles and autonomous mobile robots among examples of driverless industrial trucks in its scope; verify the exact equipment classification and application. ISO 3691-4:2023: Driverless industrial trucks and their systems
Does ISO 3691-4 certify a warehouse robot?
The standard specifies safety requirements and means of verification for covered driverless industrial trucks and their systems. It does not by itself establish that a specific installation, integration, facility, or operating procedure is compliant; obtain current product and site-specific evidence. ISO 3691-4:2023: Driverless industrial trucks and their systems
Can a warehouse robot safely work around people?
The answer depends on the equipment, operating zone, risk assessment, safeguarding, traffic, procedures, and training. OSHA's warehousing guidance describes workplace hazards, while the applicable machinery standard must be checked for the exact robot and installation. ISO 3691-4:2023: Driverless industrial trucks and their systems; Warehousing: hazards and solutions
Does warehouse robotics require a WMS integration?
Not every deployment uses the same architecture, but buyers should establish how tasks, priorities, inventory events, and faults move between warehouse systems and equipment controls. Ask each vendor to demonstrate the complete event flow and manual fallback rather than relying on an integration label. Robotics
How do I evaluate a robotics business case?
Measure the specific task and site conditions, including throughput, variability, labor and supervision, downtime, safety work, charging, service, and integration. NIST develops performance measurement and test methods; a buyer's own repeatable site trial is needed before drawing conclusions about cost or productivity. Robotics; Warehousing: hazards and solutions
Sources (3)
- ISO 3691-4:2023: Driverless industrial trucks and their systems — International Organization for Standardization (ISO)
- Robotics — National Institute of Standards and Technology (NIST)
- Warehousing: hazards and solutions — U.S. Occupational Safety and Health Administration
Profiles show selected details, not every product capability. Confirm current requirements and terms with each provider.