Vision-Guided Welding Robots Market Size and Share

Vision-Guided Welding Robots Market Size
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Vision-Guided Welding Robots Market Analysis by Mordor Intelligence

The Vision-guided welding robots market size is projected to expand from USD 4.02 billion in 2025 to USD 4.39 billion in 2026, and to USD 7.13 billion by 2031, registering a CAGR of 10.19% between 2026 and 2031. Shortages of qualified welders are shaping demand, with more demanding joining work in electric vehicles and wider use of embedded vision hardware. Manufacturers are treating automation as a way to maintain production capacity when skilled labor is unavailable. Integrated systems can also support consistent seam placement, inspection, and production records across changing part designs. Large robot suppliers are combining robots, sensors, software, and application cells into more complete offerings, while specialist suppliers focus on autonomous pipe welding and precision vision applications.

Key Report Takeaways

  • By robot type, articulated robots held 48.11% of the Vision-guided welding robots market in 2025, while mobile and autonomous welding robots are projected to expand at a 17.32% CAGR through 2031.
  • By vision technology, 2D vision systems held 53.45% of the Vision-guided welding robots market in 2025, while multimodal vision systems are projected to expand at a 14.65% CAGR through 2031.
  • By welding process, arc welding held 53.67% of the Vision-guided welding robots market in 2025, while laser welding is projected to expand at a 14.24% CAGR through 2031.
  • By payload capacity, the 20-50 kg segment held 38.88% of the market in 2025, while the up to 10 kg segment is projected to expand at a 13.57% CAGR through 2031.
  • By application, body and structural welding held 27.77% of the market in 2025, while precision and micro-welding is projected to expand at a 15.51% CAGR through 2031.
  • By end-user industry, automotive and transportation held 42.22% of the market in 2025, while electrical and electronics is projected to expand at a 12.67% CAGR through 2031.
  • By geography, Asia-Pacific held 38.71% of the market in 2025 and is projected to expand at a 13.27% CAGR through 2031.

Note: Market size and forecast figures in this report are generated using Mordor Intelligence’s proprietary estimation framework, updated with the latest available data and insights as of January 2026.

Segment Analysis

By Robot Type: Articulated Robots Lead, While Autonomous Systems Advance

Articulated robots held 48.11% of the Vision-guided welding robots market share in 2025. Their six-axis movement, payload range, and long use in automotive body-in-white and structural fabrication support this position. Manufacturers that already use articulated cells can often expand the same layout during replacement cycles. This installed base reduces the need to redesign fixtures, safety areas, and material handling around a new robot type. Collaborative robots are the next large conventional category in many applications. They are used where redeployment across part families is more valuable than maximum throughput.

Mobile and autonomous welding robots are projected to expand at a 17.32% CAGR through 2031. They move the robot to large, heavy, or complex workpieces that cannot enter a fixed cell. This approach is relevant in shipbuilding, energy infrastructure, and large structural fabrication. FANUC launched the CRX-3iA in May 2026 as an 11-kg collaborative robot for structural and shipbuilding applications. One operator can carry the product between weld seams. Mobile systems must also meet the requirements of ISO 10218-1 when robotic arms operate near people.

Vision-Guided Welding Robots Market Share by Robot Type, 2025
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Vision-Guided Welding Robots Market Share by Robot Type, 2025

By Vision Technology: 2D Systems Retain Scale, While Multimodal Systems Expand

2D vision systems held 53.45% of the market in 2025. Their cost, simpler operation, and established role in controlled lighting conditions support continued use. High-volume automotive body shops use 2D systems in which panel geometry is predictable, and camera contrast can be managed. These systems are well-suited to resistance spot welding and many arc welding lines. The Vision-guided welding robots market size for 2D systems remains tied to standardized production environments. 3D systems are gaining use where joint geometry, material interfaces, and surface reflectivity make 2D contrast less reliable.

Multimodal vision systems are projected to expand at a 14.65% CAGR through 2031. These systems combine sensing methods for applications where a single camera or sensor cannot provide sufficient control. Battery welding, titanium aerospace joining, and electronics assembly are key uses. Cognex launched the In-Sight 3900 high-performance AI vision system in May 2026 for high-speed edge inspection. The system supports the edge-processing infrastructure needed for real-time production inspection. The shift toward multimodal systems reflects the need to track seam geometry, weld-pool conditions, and spatter simultaneously.

By Welding Process: Arc Welding Has Breadth, While Laser Welding Adds Precision

Arc welding held 53.67% of the market in 2025. It is used across structural welding, pipe fabrication, and general manufacturing. Deposition rate and access to the joint are often more important than minimizing the heat-affected zone in these settings. Resistance spot welding is the second-largest process in automotive body assembly. Vision-guided corrections can address variation between stamped panels. TIG and plasma welding remain important in aerospace, medical device, and food-grade manufacturing, where appearance and contamination control are critical.

Laser welding is projected to expand at a 14.24% CAGR through 2031. Electric vehicle battery enclosures, semiconductor packaging, and consumer electronics all require precise weld geometries at production speeds. A 2025 study described laser micro-welding that enabled weld geometries as small as 50 micrometers for advanced packaging. Small seam offsets can affect battery busbars and electronic connectors where current paths are tightly defined. Falling fiber-laser costs improve the case for adding vision guidance to existing laser installations. The Vision-guided welding robots market, therefore, gains from applications where traditional welding generates excessive heat or lacks sufficient positional control.

Vision-Guided Welding Robots Market Share by Welding Process, 2025
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Vision-Guided Welding Robots Market Share by Welding Process, 2025

By Payload Capacity: Mid-Range Systems Lead, While Light Systems Gain Use

The 20-50 kg payload segment held 38.88% of the market in 2025. It serves articulated robots used in automotive structural welding, metal fabrication, and pipe assembly. Torch weight, cable management, and process tooling can place these applications within the mid-range capacity band. The 10-20 kg range is used for general arc welding, cobots, and medium-sized structural work. Systems above 50 kg support gantry and heavy-industry robots in shipbuilding, boiler fabrication, and large construction weldments. Vision integration varies by payload: heavy systems often use fixed 3D sensors, whereas lighter robots can carry compact sensors with the torch.

The up to 10 kg payload segment is projected to expand at a 13.57% CAGR through 2031. Lightweight cobots support precision electronics and micro-welding work that requires compact torch and camera assemblies. Intuitive curved-path programming has also reduced the need for specialist knowledge in some light-payload applications. The electrical and electronics sector is projected to expand at a 12.67% CAGR through 2031. Dense board assemblies, battery interconnects, and precision enclosures require compact equipment capable of accommodating small parts. Larger industrial platforms can face collision limits in these layouts. The Vision-guided welding robots market benefits from the need for more tightly controlled joining in small-format products.

By Application: Structural Welding Leads, While Micro-Welding Moves Faster

Body and structural welding held 27.77% of the market in 2025. Automotive and general fabrication sites produce high volumes of weld joints in this application. Component and subassembly welding serves aerospace brackets, HVAC assemblies, and electronics enclosures. These products often have more part variation and more frequent fixture changes. Pipe and tube welding uses specialized systems that combine vision seam tracking with root-to-cap work. Sheet metal and heavy fabrication require real-time adjustment when burn-through risk or large-scale structures make fixed programming inadequate.

Precision and micro-welding are projected to expand at a 15.51% CAGR through 2031. Demand comes from battery cell interconnects, medical device assembly, and semiconductor packaging. These applications require narrow joints, controlled heat input, and production records. A 2026 Journal of Intelligent Manufacturing study described a hybrid method for in-line laser weld inspection using laser line-scanning data and 3D anomaly detection. Medical-device requirements also increase the need for documented in-process inspection. The Vision-guided welding robots market provides the sensing and control functions needed for these precise production settings.

Vision-Guided Welding Robots Market Share by Application, 2025
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Vision-Guided Welding Robots Market Share by Application, 2025

By End-User Industry: Automotive Holds Scale, While Electronics Gains Momentum

Automotive and transportation held 42.22% of the Vision-guided welding robots market share in 2025. The segment reflects more than 30 years of investment in robotic welding across body-in-white, chassis, and powertrain work. Electric vehicle architectures refresh this installed base with different joining needs. Battery enclosures may require laser welding, while multi-material body panels may require resistance spot welding. Metals and machinery are the second-largest end-user group. It includes general fabrication, agricultural equipment, and heavy machinery, where vision can reduce the need for dedicated tooling.

The electrical and electronics sector is projected to expand at a 12.67% CAGR through 2031. IFR data showed that electrical and electronics companies installed 161,000 industrial robots worldwide in 2025, an increase of 25%. Automotive installed 139,000 units that year, an increase of 10%. China installed 83,000 industrial robots in the electrical and electronics industry in 2024. Electronics production requires precision, thermal control, and joint miniaturization beyond the needs of many body-shop applications.

Geography Analysis

Asia-Pacific accounted for the largest share of the regional total and is projected to grow rapidly through the forecast period. China accounted for more than half of the global operational industrial robot fleet and saw increased robot installations. Electrical and electronics-led robot installations in China, ahead of automotive. Japan supports demand for high-specification systems through its automotive and electronics production base. South Korea has the highest robot density globally and uses vision-integrated spot welding in semiconductor and automotive supply chains. 

India recorded an increase in industrial robot installations and ranked among the leading countries globally, making it an important regional opportunity through the forecast period. The country’s expanding automotive, electronics, metal fabrication, and general manufacturing industries are expected to support further adoption of industrial robots, including vision-guided welding systems. Asia accounted for the majority of global robot installations, with regional installations increasing as manufacturers expanded automation to address labor constraints, improve production consistency, and support high-volume manufacturing operations.[2]International Federation of Robotics, “What’s Next in Automation,” International Federation of Robotics, ifr.org. China, Japan, South Korea, and India continue to drive regional demand through their established manufacturing bases and growing investments in advanced automation technologies.

Canada and Mexico support North American demand through automotive supply chains. Mexico recorded a decline in industrial robot installations, reflecting near-term uncertainty. Europe remains centered on Germany, Italy, and Sweden for automotive body-in-white welding. European industrial robot installations declined, although Germany retained demand for high-specification cells. South America has a demand for agricultural equipment and oil and gas applications. The Middle East and Africa have demand in Saudi Arabia, the United Arab Emirates, and South Africa, with autonomous systems suited to energy, infrastructure, mining equipment, and large structural work.

Vision-Guided Welding Robots Market Growth Rate by Region
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Competitive Landscape

The Vision-guided welding robots market is moderately consolidated among major robot suppliers, components, and specialized applications. ABB, FANUC, Yaskawa, and KUKA have substantial positions in articulated welding systems for automotive and heavy fabrication. Smaller specialists compete in autonomous pipe welding, cobot welding, and precision vision. Large suppliers increasingly package robot hardware, vision sensors, application cells, and software into a single offer. This approach can simplify procurement and reduce a buyer’s dependence on separate integrators. It also gives vendors a larger role in services, upgrades, and lifecycle support.

ABB has used its OmniVance Collaborative Arc Welding Cell and Easy Teach Device to address the needs of high-mix, low-volume users with limited programming expertise. KUKA launched the LBR iisy cobot on the iiQKA.OS2 platform in July 2026 for scalable automation across collaborative and industrial settings.[3]KUKA, “KUKA Launches LBR iisy on iiQKA.OS2,” KUKA, kuka.com. Cognex launched the In-Sight 3900 in May 2026 for high-speed, high-accuracy edge inspection. These moves show how suppliers are lowering programming effort, expanding platform flexibility, and shifting more inspection work closer to the production process. The competitive position of large suppliers rests on installed robot fleets, application knowledge, and system integration capabilities.

Novarc introduced NovAI Autonomy and NovHub in June 2026 to provide real-time machine vision, adaptive control, and cross-robot data management for ABB and Yaskawa robots. Lincoln Electric acquired Inrotech A/S in 2024, adding autonomous pipe and structural welding capability to its automation portfolio. Regional integrators can still compete where customers need packaged cells, lower initial investment, and local service. The Vision-guided welding robots market offers room for these providers, as small and medium-sized fabricators often need flexible commercial models. Robot-as-a-service and modular cell formats can be important where capital spending remains difficult. The resulting competition is strongest where suppliers can reduce obstacles to programming, integration, and financing.

Vision-Guided Welding Robots Industry Leaders

  1. FANUC Corporation

  2. Yaskawa Electric Corporation

  3. ABB Ltd.

  4. KUKA AG

  5. OTC DAIHEN Inc.

  6. *Disclaimer: Major Players sorted in no particular order
Vision-Guided Welding Robots Market Concentration
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Recent Industry Developments

  • July 2026: KUKA AG launched the LBR iisy cobot on the iiQKA.OS2 unified platform, enabling scalable automation entry from collaborative to industrial environments across applications including arc welding, with seamless expansion across multiple robots and production lines without reprogramming.
  • June 2026: Novarc Technologies unveiled NovAI Autonomy and the NovHub enterprise welding intelligence platform at Automate 2026 in Chicago, expanding robot compatibility to ABB and Yaskawa systems and demonstrating the first Physical AI welding system capable of real-time, vision-based adaptive control across multiple third-party robot brands.
  • June 2026: Novarc Technologies and Yaskawa America signed a Memorandum of Understanding to advance AI-powered autonomous welding automation, combining Novarc's NovAI physical AI platform with Yaskawa's Motoman Robotics robot portfolio for commercial deployment.
  • May 2026: Cognex Corporation launched the In-Sight 3900, a high-performance AI vision system for high-speed, high-accuracy edge inspection in welding cell quality-control applications.

Table of Contents for Vision-Guided Welding Robots Industry Report

1. INTRODUCTION

  • 1.1 Study Assumptions and Market Definition
  • 1.2 Scope of the Study

2. RESEARCH METHODOLOGY

3. EXECUTIVE SUMMARY

4. MARKET LANDSCAPE

  • 4.1 Market Overview
  • 4.2 Market Drivers
    • 4.2.1 Skilled Welder Shortages and Throughput Pressure
    • 4.2.2 EV Battery Enclosure and Lightweight-Material Welding
    • 4.2.3 Industry 4.0 Traceability and Closed-Loop Quality Control
    • 4.2.4 Falling Vision-Sensor and Edge-Compute Costs
    • 4.2.5 Vision-Guided Automation for High-Mix, Low-Volume Fabrication
    • 4.2.6 Autonomous Welding of Large and Unstructured Workpieces
  • 4.3 Market Restraints
    • 4.3.1 High Cell Investment and Integration Costs
    • 4.3.2 Shortage of Robot-Programming and Welding-Integration Skills
    • 4.3.3 Optical Interference from Arc Glare, Spatter, Smoke, and Reflective Metals
    • 4.3.4 Inconsistent Fit-Up and Limited Training Data for Adaptive Welding Models
  • 4.4 Impact of Macroeconomic Factors on the Market
  • 4.5 Industry Value and Supply-Chain Analysis
  • 4.6 Regulatory Landscape
  • 4.7 Technological Outlook
  • 4.8 Porter’s Five Forces Analysis
    • 4.8.1 Threat of New Entrants
    • 4.8.2 Bargaining Power of Suppliers
    • 4.8.3 Bargaining Power of Buyers
    • 4.8.4 Threat of Substitutes
    • 4.8.5 Intensity of Competitive Rivalry

5. MARKET SIZE AND GROWTH FORECASTS (VALUE)

  • 5.1 By Robot Type
    • 5.1.1 Articulated Robots
    • 5.1.2 Collaborative Robots
    • 5.1.3 Cartesian / Gantry Robots
    • 5.1.4 SCARA Robots
    • 5.1.5 Mobile / Autonomous Welding Robots
    • 5.1.6 Other Robot Types
  • 5.2 By Vision Technology
    • 5.2.1 2D Vision Systems
    • 5.2.2 3D Vision Systems
    • 5.2.3 Multimodal Vision Systems
  • 5.3 By Welding Process
    • 5.3.1 Arc Welding
    • 5.3.2 Resistance Spot Welding
    • 5.3.3 Laser Welding
    • 5.3.4 TIG and Plasma Welding
    • 5.3.5 Other Welding Processes
  • 5.4 By Payload Capacity
    • 5.4.1 Up to 10 kg
    • 5.4.2 10–20 kg
    • 5.4.3 20–50 kg
    • 5.4.4 Above 50 kg
  • 5.5 By Application
    • 5.5.1 Body and Structural Welding
    • 5.5.2 Component and Subassembly Welding
    • 5.5.3 Pipe and Tube Welding
    • 5.5.4 Sheet Metal Welding
    • 5.5.5 Heavy Fabrication Welding
    • 5.5.6 Precision / Micro-Welding
    • 5.5.7 Other Applications
  • 5.6 By End-User Industry
    • 5.6.1 Automotive and Transportation
    • 5.6.2 Metals and Machinery
    • 5.6.3 Electrical and Electronics
    • 5.6.4 Aerospace and Defense
    • 5.6.5 Shipbuilding, Energy, and Infrastructure
    • 5.6.6 Contract Manufacturing and Job Shops
    • 5.6.7 Other End-User Industries
  • 5.7 By Geography
    • 5.7.1 North America
    • 5.7.1.1 United States
    • 5.7.1.2 Canada
    • 5.7.1.3 Mexico
    • 5.7.2 South America
    • 5.7.2.1 Brazil
    • 5.7.2.2 Argentina
    • 5.7.2.3 Rest of South America
    • 5.7.3 Europe
    • 5.7.3.1 Germany
    • 5.7.3.2 United Kingdom
    • 5.7.3.3 France
    • 5.7.3.4 Italy
    • 5.7.3.5 Spain
    • 5.7.3.6 Rest of Europe
    • 5.7.4 Asia-Pacific
    • 5.7.4.1 China
    • 5.7.4.2 Japan
    • 5.7.4.3 India
    • 5.7.4.4 South Korea
    • 5.7.4.5 ASEAN
    • 5.7.4.6 Rest of Asia-Pacific
    • 5.7.5 Middle East and Africa
    • 5.7.5.1 Middle East
    • 5.7.5.1.1 Saudi Arabia
    • 5.7.5.1.2 United Arab Emirates
    • 5.7.5.1.3 Rest of the Middle East
    • 5.7.5.2 Africa
    • 5.7.5.2.1 South Africa
    • 5.7.5.2.2 Nigeria
    • 5.7.5.2.3 Rest of Africa

6. COMPETITIVE LANDSCAPE

  • 6.1 Market Concentration
  • 6.2 Strategic Moves
  • 6.3 Market Share Analysis
  • 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
    • 6.4.1 ABB Ltd.
    • 6.4.2 FANUC Corporation
    • 6.4.3 Yaskawa Electric Corporation
    • 6.4.4 KUKA AG
    • 6.4.5 OTC DAIHEN Inc.
    • 6.4.6 Kawasaki Heavy Industries, Ltd.
    • 6.4.7 Panasonic Holdings Corporation
    • 6.4.8 Comau S.p.A.
    • 6.4.9 Lincoln Electric Holdings, Inc.
    • 6.4.10 Trumpf GmbH and Co. KG
    • 6.4.11 Fronius International GmbH
    • 6.4.12 Cognex Corporation
    • 6.4.13 KEYENCE CORPORATION
    • 6.4.14 SICK AG
    • 6.4.15 Servo-Robot Inc.
    • 6.4.16 ESAB Corporation
    • 6.4.17 Novarc Technologies Inc.
    • 6.4.18 Inrotech A/S
    • 6.4.19 Universal Robots A/S
    • 6.4.20 Nachi-Fujikoshi Corporation

7. MARKET OPPORTUNITIES AND FUTURE OUTLOOK

  • 7.1 White-Space and Unmet-Need Assessment

Global Vision-Guided Welding Robots Market Report Scope

The Vision-Guided Welding Robots Market comprises robotic welding systems that use machine vision technologies to detect, locate, track, measure, and inspect workpieces and weld joints, enabling robots to automatically adjust welding paths, positions, parameters, or operations based on real-time or pre-programmed visual information. These systems combine industrial robots, welding equipment, vision sensors, controllers, and vision-processing software to automate welding operations and improve positioning accuracy, consistency, productivity, and quality across manufacturing and fabrication environments.

The Vision-Guided Welding Robots Market Report is Segmented by Robot Type (Articulated Robots, Collaborative Robots, Cartesian/Gantry Robots, SCARA Robots, Mobile/Autonomous Welding Robots, and Other Robot Types), Vision Technology (2D Vision Systems, 3D Vision Systems, and Multimodal Vision Systems), Welding Process (Arc Welding, Resistance Spot Welding, Laser Welding, TIG and Plasma Welding, and Other Welding Processes), Payload Capacity (Up to 10 kg, 10–20 kg, 20–50 kg, and Above 50 kg), Application (Body and Structural Welding, Component and Subassembly Welding, Pipe and Tube Welding, Sheet Metal Welding, Heavy Fabrication Welding, Precision/Micro-Welding, and Other Applications), End-User Industry (Automotive and Transportation, Metals and Machinery, Electrical and Electronics, Aerospace and Defense, Shipbuilding, Energy, and Infrastructure, Contract Manufacturing and Job Shops, and Other End-User Industries), and Geography (North America, South America, Europe, Asia-Pacific, and Middle East and Africa). The Market Forecasts are Provided in Terms of Value (USD).

By Robot Type
Articulated Robots
Collaborative Robots
Cartesian / Gantry Robots
SCARA Robots
Mobile / Autonomous Welding Robots
Other Robot Types
By Vision Technology
2D Vision Systems
3D Vision Systems
Multimodal Vision Systems
By Welding Process
Arc Welding
Resistance Spot Welding
Laser Welding
TIG and Plasma Welding
Other Welding Processes
By Payload Capacity
Up to 10 kg
10–20 kg
20–50 kg
Above 50 kg
By Application
Body and Structural Welding
Component and Subassembly Welding
Pipe and Tube Welding
Sheet Metal Welding
Heavy Fabrication Welding
Precision / Micro-Welding
Other Applications
By End-User Industry
Automotive and Transportation
Metals and Machinery
Electrical and Electronics
Aerospace and Defense
Shipbuilding, Energy, and Infrastructure
Contract Manufacturing and Job Shops
Other End-User Industries
By Geography
North AmericaUnited States
Canada
Mexico
South AmericaBrazil
Argentina
Rest of South America
EuropeGermany
United Kingdom
France
Italy
Spain
Rest of Europe
Asia-PacificChina
Japan
India
South Korea
ASEAN
Rest of Asia-Pacific
Middle East and AfricaMiddle EastSaudi Arabia
United Arab Emirates
Rest of the Middle East
AfricaSouth Africa
Nigeria
Rest of Africa
By Robot TypeArticulated Robots
Collaborative Robots
Cartesian / Gantry Robots
SCARA Robots
Mobile / Autonomous Welding Robots
Other Robot Types
By Vision Technology2D Vision Systems
3D Vision Systems
Multimodal Vision Systems
By Welding ProcessArc Welding
Resistance Spot Welding
Laser Welding
TIG and Plasma Welding
Other Welding Processes
By Payload CapacityUp to 10 kg
10–20 kg
20–50 kg
Above 50 kg
By ApplicationBody and Structural Welding
Component and Subassembly Welding
Pipe and Tube Welding
Sheet Metal Welding
Heavy Fabrication Welding
Precision / Micro-Welding
Other Applications
By End-User IndustryAutomotive and Transportation
Metals and Machinery
Electrical and Electronics
Aerospace and Defense
Shipbuilding, Energy, and Infrastructure
Contract Manufacturing and Job Shops
Other End-User Industries
By GeographyNorth AmericaUnited States
Canada
Mexico
South AmericaBrazil
Argentina
Rest of South America
EuropeGermany
United Kingdom
France
Italy
Spain
Rest of Europe
Asia-PacificChina
Japan
India
South Korea
ASEAN
Rest of Asia-Pacific
Middle East and AfricaMiddle EastSaudi Arabia
United Arab Emirates
Rest of the Middle East
AfricaSouth Africa
Nigeria
Rest of Africa

Key Questions Answered in the Report

What is the Vision-guided welding robots market size?

The market was valued at USD 4.39 billion in 2026 and is projected to reach USD 7.13 billion by 2031 at a 10.19% CAGR.

What is driving demand for vision-guided welding robots?

Skilled-welder shortages, electric vehicle battery welding, quality traceability, and more accessible vision hardware are supporting demand.

Which robot type has the largest share?

Articulated robots held 48.11% of revenue in 2025 because they are widely used in automotive and structural fabrication cells.

Which welding process is expanding fastest?

Laser welding is projected to expand at a 14.24% CAGR through 2031, supported by battery enclosures and electronics applications.

Which region leads adoption?

Asia-Pacific held 38.71% of revenue in 2025 and is projected to expand at a 13.27% CAGR through 2031.

What limits wider deployment of vision-guided welding robots?

High investment and integration costs, as well as shortages of programming and welding-integration skills, continue to slow adoption.

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