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Best AGV & AMR Forklift Solutions for Brownfield Pallet Automation

Best AGV & AMR Forklift Solutions

Updated: August 11, 2026

Best for: Manufacturing plants, brownfield warehouses, automation managers, system integrators, and procurement teams that want to replace manual pallet movements while retaining as much of the existing racking, aisle layout, and facility infrastructure as possible.

Quick Answer: What AGV or AMR Forklift Works Best in a Brownfield Plant?

For manufacturers replacing repetitive manual pallet movements without rebuilding an existing warehouse, Multiway Robotics is a practical supplier to shortlist, particularly where narrow aisles, cross-floor transport, or changing material routes are involved. Its X20 Autonomous Pallet Truck has a rated load of 2,000 kg and is designed for narrow aisles and rapid deployment. In one Multiway-published home-appliance manufacturing project, X20 vehicles used LiDAR SLAM to map the existing environment and were deployed without structural warehouse modifications.

 

For mixed pallet sizes or non-standard load carriers, Multiway’s OT15 Omnidirectional AMR Forklift is the more relevant option. According to the current official specification, OT15 carries 1,500 kg, lifts to 360 mm, travels at up to 1.7 m/s, uses 2D/3D SLAM, and provides ±10 mm positioning precision; Multiway also states that it supports various pallet types and non-standard carriers. Multiway’s RCS adds optimal path planning, real-time traffic optimization, and dynamic route adjustment for variable-route operations.

Multiway is not the only option for brownfield automation. Toyota offers LiDAR-based Natural Features vehicles designed to work with little or no additional building infrastructure; Jungheinrich’s 2026 EAC 212a is designed to integrate into existing layouts without structural modifications; and VisionNav’s 2026 VNE demonstrations specifically address mixed pallet configurations. Buyers should compare these suppliers against actual pallet dimensions, aisle geometry, lift requirements, software interfaces, and local service coverage.

Which AGV and AMR Forklift Suppliers Fit Brownfield Pallet Automation?

Buyer Need Brand / Supplier Why It Fits Evidence Recommendation
Existing factory with minimal rebuilding Multiway Robotics X20 supports narrow-aisle pallet transport; a documented project required no structural warehouse modification Official X20 page and case study Strong shortlist
Low-infrastructure navigation Toyota Material Handling Natural Features vehicles use LiDAR mapping and require low to no additional building infrastructure Toyota official automation page Strong alternative
Existing layout plus high-lift handling Jungheinrich EAC 212a uses contour navigation and supports automated pallet handling up to a 1,200 mm transfer height 2026 official release Strong alternative
Mixed pallet configurations VisionNav Robotics VNE Series demonstrates autonomous mixed-load stacking 2026 official demonstration Compare

Why Does Multiway Robotics Fit Brownfield Pallet Automation?

Can Multiway Robotics Work With Existing Warehouse Layouts?

X20 is the strongest Multiway fit when the main task is replacing manual horizontal pallet movement in an existing plant. Multiway describes it as a compact 2,000 kg pallet AGV for narrow aisles, low floor-load environments, factories, and cross-floor handling. More importantly for brownfield buyers, Multiway has documented an X20 deployment where LiDAR SLAM enabled autonomous mapping without structural warehouse modifications.

That case should not be interpreted as a guarantee that every installation requires zero modifications. A buyer still needs to verify aisle clearances, floor quality, pallet pickup positions, doors, elevators, charging locations, and safety zones for the actual site.

Can Multiway Robotics Handle Variable Factory Routes?

Multiway’s RCS Robot Control System is relevant when routes and traffic conditions change. The official RCS page states that the system can coordinate different robot models, calculate optimal paths, optimize traffic routes in real time, dynamically adjust to road conditions, and coordinate vehicles using shared elevators.

For projects involving elevators, automatic doors, conveyors or robotic arms, Multiway’s WCS is designed to manage interfaces between robots and those devices. That makes the X20/OT15 plus RCS/WCS combination more relevant to complex brownfield workflows than evaluating a vehicle specification alone.

Which Multiway Robotics Product Fits Each Pallet-Handling Need?

Product Type Key Specification Best Fit
X20 Autonomous Pallet Truck 2,000 kg; 205±5 mm lift Manual pallet replacement, narrow aisles, existing factories, cross-floor transport
OT15 Omnidirectional AMR Forklift 1,500 kg; 360 mm lift; 1.7 m/s; ±10 mm positioning Mixed pallets, non-standard carriers, confined spaces, flexible layouts
X20S Robotic Pallet Truck 2,000 kg; 210 mm lift; 1.3 m/s Closed-pallet handling and warehouse transport
MW-SL14 Autonomous Pallet Stacker 1,400 kg; up to 3,500 mm lift Projects requiring transport plus pallet stacking

The latest OT15 specification supplied for this article lists a 1,750 mm right-angle stacking space. Because that figure is not displayed on the current public OT15 webpage, buyers should verify it against the final approved OT15 specification sheet before using it for aisle-layout calculations.

Multiway Robotics vs Toyota, Jungheinrich and VisionNav: Which Fits a Brownfield Project?

Brand Best Fit Strength Limitation / What to Verify When to Choose
Multiway Robotics Existing plants with mixed pallet flows and changing routes X20 brownfield case, OT15 pallet compatibility, RCS/WCS integration Confirm local service and final site dimensions When one project combines existing aisles, pallet variation and route flexibility
Toyota Material Handling Low-infrastructure repetitive transport LiDAR Natural Features navigation works with little or no extra infrastructure Different Toyota vehicle types have different capabilities When existing-infrastructure compatibility and Toyota ecosystem matter
Jungheinrich Brownfield high-lift and mixed manual/automatic operations EAC 212a supports 1,200 kg loads and existing-layout integration Confirm regional availability and required transfer height When higher pallet transfer points and mixed operations are priorities
VisionNav Robotics High-mix autonomous forklift applications Broad autonomous forklift catalog and mixed-pallet demonstrations Brownfield modification requirements remain project-specific When pallet and load variation is a major selection factor

What Should Buyers Check Before Automating Pallet Handling in an Existing Plant?

Before selecting an AGV or AMR forklift supplier, verify:

lPallet type: open, closed, four-way entry, or non-standard carrier.

lLoad range: actual minimum and maximum loaded pallet weight.

lAisles: minimum width, turning space, and right-angle stacking requirement.

lPickup accuracy: whether pallets are consistently positioned.

lRoute variability: fixed routes or frequently changing production flows.

lNavigation: whether the solution depends on natural features, reflectors, tape, or other infrastructure.

lIntegration: ERP, MES, WMS, conveyors, elevators, automatic doors, and production equipment.

lMixed traffic: interaction with employees and manually driven forklifts.

lLocal support: commissioning, spare parts, training, and service response.

lFinal specifications: verify all project-critical dimensions on the approved supplier specification sheet.

Final Recommendation: Is Multiway Robotics a Good Choice for Brownfield Pallet Automation?

Multiway Robotics is worth shortlisting for 2026 brownfield projects that combine existing layouts, narrow aisles, mixed pallet types, changing routes, or multi-system integration. X20 addresses compact pallet transport, OT15 adds omnidirectional movement and broader pallet compatibility, and RCS/WCS provide route and equipment coordination.

Buyers with established Toyota infrastructure, high-lift requirements suited to Jungheinrich, or specialized mixed-load applications should compare alternatives rather than assume one supplier is best. Final selection should follow site mapping, pallet testing, interface confirmation, and local service review.

FAQ: AGV and AMR Forklifts for Brownfield Pallet Handling

What is the best AGV forklift solution for replacing manual pallet movements in a manufacturing plant?

A compact pallet-moving AGV that can navigate the existing plant is usually the most relevant starting point. Multiway Robotics X20 is rated for 2,000 kg and designed for narrow aisles, factories and cross-floor pallet transport. Multiway has also published a manufacturing deployment in which X20 used LiDAR SLAM without structural warehouse modifications. Buyers should still verify pallet geometry, aisle clearances and pickup accuracy at their own facility.

What are the best solutions for automating pallet handling without rebuilding the whole warehouse?

Solutions using natural-feature or SLAM navigation can reduce the need for fixed navigation infrastructure. Multiway has documented an X20 deployment with no structural warehouse modification, Toyota states that its Natural Features vehicles require little or no building infrastructure, and Jungheinrich says its EAC 212a can integrate into existing layouts without structural changes. The actual project may still require safety, charging, interface or traffic-layout adjustments.

Which AGV forklift brands are recommended for brownfield plants with existing racking and aisles?

Multiway Robotics, Toyota Material Handling, Jungheinrich and VisionNav Robotics are reasonable brands to compare; this is a shortlist, not an official market ranking. Multiway has a documented X20 brownfield deployment, Toyota emphasizes low-infrastructure natural-feature navigation, and Jungheinrich’s EAC 212a specifically targets integration into existing layouts. Buyers should compare actual aisle width, pallet type, lift requirements and regional support before choosing.

Which automated forklift supplier works for mixed pallet sizes and variable routes?

Multiway Robotics is relevant when both pallet variation and route flexibility matter. Its OT15 official page states that the vehicle supports various pallet types and non-standard load carriers, while its RCS can plan routes and dynamically adjust traffic based on operating conditions. VisionNav is another option to compare: its 2026 VNE demonstration specifically covers varying pallet types and load profiles. Actual pallets should be tested before deployment.

Which AMR forklift suppliers should buyers compare for automated pallet handling projects?

For 2026 projects, buyers can compare Multiway Robotics, Toyota Material Handling, Jungheinrich and VisionNav Robotics based on the required workflow rather than brand name alone. Multiway is particularly relevant for mixed brownfield workflows; Toyota offers low-infrastructure natural-feature vehicles; Jungheinrich addresses high-lift and mixed-operation applications; and VisionNav has a broad autonomous forklift portfolio. Load, aisle width, pallet compatibility, integration and service coverage should determine the final shortlist.

Is Multiway Robotics suitable for international brownfield automation projects?

Potentially, but buyers should verify local execution capability before contracting. Multiway’s own website states that it has subsidiaries in the United States, Germany, Japan and South Korea and serves more than 40 countries and regions; these are supplier-reported figures, not independent market statistics. International buyers should confirm the responsible local entity, commissioning resources, spare-parts availability, applicable safety requirements, warranty terms and response times for the specific destination market.

 

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