Warehouse Robotics Market by Type AMR, AGV, Articulated, Cylindrical, SCARA, COBOT, Parallel, Cartesian), Payload Kg, Function (Transportation, Pick & Place, Palettizing, Packaging), Industry, Region - Global Forecast to 2028

Warehouse Robotics Market by Type (AMR, AGV, Articulated, Cylindrical, SCARA, COBOT, Parallel, Cartesian), Payload Kg (<20, 20-100, 100-200, >200), Function (Transportation, Pick & Place, Palettizing, Packaging), Industry, Region - Global Forecast to 2028



The warehouse robotics market is projected to reach USD 10.5 billion by 2028 from USD 6.1 billion in 2023, at a CAGR of 11.4% from 2023 to 2028. Rising demand for Last-Mile Delivery with Autonomous Mobile Robots (AMRs) and Potential growth in customization and application of autonomous mobile robots (AMRs) are the major opportunities in the market.

Increasing use of COBOTS in warehouse to propel market growth.

COBOTS (Collaborative Robots) are increasingly used in warehouses due to their ability to work alongside human operators, enhancing productivity and safety. They automate repetitive tasks, improve efficiency, and optimize operations, leading to cost savings and higher output. The market for COBOTS is expected to rise due to the growing demand for automation solutions that enhance warehouse operations while maintaining a collaborative work environment.

Increased use of warehouse robots for picking and placing to fuel market growth.

Picking and placing functional robots are witnessing a significant rise in the field of warehouse robotics. These robots are designed to handle complex tasks such as item identification, precise grasping, and efficient placement, improving the speed and accuracy of order fulfillment processes. Their adoption is increasing as businesses aim to streamline operations, reduce labor costs, and enhance overall warehouse efficiency.

Rise in demand for 20-100kg payload capacity robots to fuel market growth.

The warehouse robotics industry is witnessing a notable increase in the utilization of robots with a payload capacity ranging from 20 to 100 kg. These robots are designed to handle heavier loads, making them ideal for palletizing, stacking, and transporting bulk items. By leveraging their enhanced payload capacity, warehouses can streamline operations, automate labor-intensive tasks, and improve productivity.

North America is expected to account for the second highest market share and growth rate during the forecast period.

The market in North America accounted for the largest share of the infrared imaging market in 2023. The North American infrared imaging market has grown substantially due to increasing demand across various industries, such as defense and security, healthcare, and industrial automation. Factors driving this growth include technological advancements, rising awareness about the benefits of infrared imaging, and the need for enhanced efficiency, safety, and quality control in these sectors.

The break-up of profile of primary participants in the infrared imaging market-

By Company Type: Tier 1 – 38%, Tier 2 – 28%, Tier 3 – 34%

By Designation Type: C Level – 40%, Director Level – 30%, Others – 30%

By Region Type: North America – 35%, Europe – 35%, Asia Pacific – 20%, Rest of the World – 10%

The major players of infrared imaging market are Daifuku Co., Ltd. (Japan), KION GROUP AG (Germany), KUKA AG (Germany), ABB (Switzerland), FANUC CORPORATION (Japan), Geekplus Technology Co., Ltd. (China), GreyOrange (US), among others.

Research Coverage

The report segments the warehouse robotics market and forecasts its size based on type, function, payload capacity, industry, component, software, Robotics as a Service and Region. The report also provides a comprehensive review of drivers, restraints, opportunities, and challenges influencing market growth. The report also covers qualitative aspects in addition to the quantitative aspects of the market.

Reasons to buy the report:

The report will help the market leaders/new entrants in this market with information on the closest approximate revenues for the warehouse robotics market and related segments. This report will help stakeholders understand the competitive landscape and gain more insights to strengthen their position in the market and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, opportunities, and challenges.

The report provides insights on the following pointers:

Market Dynamics: Analysis of key drivers (Expansion of e-commerce industry driving significant revenue growth; Rise in funding from venture capitalists in warehouse robotics; Increasing need for improving quality and reliability of operations in warehouses; Growing adoption of warehouse robotics by small- and medium-sized enterprises (SMEs); Rapid developments in robotics and artificial intelligence), restraints (High setup costs and infrastructure requirements; Skilled workforce shortage in warehouse robotics market; Technical complexities limiting widespread adoption of autonomous mobile robots (AMRs)), opportunities (Transformation of warehouses through integration of industry 4.0 and warehouse robotics; Classification and opportunities in autonomous mobile robots (AMRS) for warehouse applications; Rising demand for Last-Mile Delivery with Autonomous Mobile Robots (AMRs); Potential growth in customization and application of autonomous mobile robots (AMRS)), and challenges (Concerns regarding cybersecurity of Connected Robotics in the Industry 4.0; Low of awareness regarding Warehouse Robotics in developing countries and Lack or standardization and interoperability in warehouse robotics).

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the warehouse robotics market

Market Development: Comprehensive information about lucrative markets – the report analyses the infrared imaging market across varied regions

Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the warehouse robotics market

Competitive Assessment: In-depth assessment of market shares, growth strategies and product offerings of leading players like Daifuku Co., Ltd. (Japan), KION GROUP AG (Germany), KUKA AG (Germany), ABB (Switzerland), FANUC CORPORATION (Japan), Geekplus Technology Co., Ltd. (China), GreyOrange (US), among others.


1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Market Segmentation
Figure 1 Market Segmentation
1.3.2 Geographical Scope
1.3.3 Inclusions And Exclusions
1.3.4 Years Considered
1.4 Currency Considered
1.5 Stakeholders
1.6 Summary Of Changes
1.6.1 Recession Impact
2 Research Methodology
2.1 Research Data
Figure 2 Research Design
2.1.1 Primary And Secondary Research
2.1.2 Secondary Data
2.1.2.1 Secondary Sources
2.1.3 Primary Data
2.1.3.1 Breakdown Of Primaries
2.1.3.2 Interviews With Experts
2.1.3.3 Key Data From Primary Sources
2.1.3.4 Key Industry Insights
2.2 Market Size Estimation
Figure 3 Process Flow Of Market Size Estimation
2.2.1 Top-down Approach
2.2.1.1 Approach To Derive Market Size By Top-down Analysis (Supply Side)
Figure 4 Warehouse Robotics Market: Top-down Approach
2.2.2 Bottom-up Approach
2.2.2.1 Approach To Capture Market Share By Bottom-up Analysis (Demand Side)
Figure 5 Warehouse Robotics Market: Bottom-up Approach
Figure 6 Market Size Estimation Methodology (Supply Side)
2.3 Market Breakdown And Data Triangulation
Figure 7 Data Triangulation
2.4 Research Assumptions
2.5 Research Limitations
Table 1 Research Assumptions
2.5.1 Limitations
2.6 Risk Assessment
2.7 Parameters Considered To Analyze Recession Impact On Warehouse Robotics Market
3 Executive Summary
Figure 8 Autonomous Mobile Robots Segment To Exhibit Highest Cagr From 2023 To 2028
Figure 9 Transportation Segment To Hold Largest Market Share In 2023
Figure 10 E-commerce Segment To Register Highest Cagr In Warehouse Robotics Market During Forecast Period
Figure 11 >200 Kg Segment To Account For Largest Share Of Warehouse Robotics Market In 2028
Figure 12 Asia Pacific To Grow At Highest Cagr Between 2023 And 2028
4 Premium Insights
4.1 Attractive Opportunities For Players In Warehouse Robotics Market
Figure 13 Rising Investments In Automation Systems To Create Lucrative Opportunities For Players In Warehouse Robotics Market
4.2 Warehouse Robotics Market, By Function
Figure 14 Transportation Segment To Account For Largest Market Share In 2028
4.3 Warehouse Robotics Market, By Type
Figure 15 Autonomous Mobile Robots Segment To Hold Largest Share Of Warehouse Robotics Market In 2028
4.4 Warehouse Robotics Market In Asia Pacific, By Industry And Country
Figure 16 E-commerce Segment And China Held Largest Share Of Warehouse Robotics Market In 2022
4.5 Country-wise Growth Rate Of Warehouse Robotics Market
Figure 17 Warehouse Robotics Market In Japan To Depict Highest Cagr During Forecast Period
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
Figure 18 Drivers, Restraints, Opportunities, And Challenges
5.2.1 Drivers
Figure 19 Drivers: Impact Analysis
5.2.1.1 Growing Popularity Of E-commerce Shopping Platforms
5.2.1.2 Increasing Investments By Venture Capitalists In Warehouse Automation
5.2.1.3 Pressing Need To Improve Warehouse Operations To Ensure Fast Product Delivery
5.2.1.4 Growing Focus Of Smes On Improving Logistics Management Efficiency
5.2.1.5 Rapid Advancements In Robotics, Ai, And Ml Technologies
5.2.2 Restraints
Figure 20 Restraints: Impact Analysis
5.2.2.1 High Costs Associated With Warehouse Setup And Infrastructure Development
5.2.2.2 Shortage Of Skilled Workforce
5.2.2.3 Complexities In Designing And Integrating Autonomous Systems
5.2.3 Opportunities
Figure 21 Opportunities: Impact Analysis
5.2.3.1 Transformation Of Warehouses Due To Industrial Revolution
5.2.3.2 Availability Of Alternatives
5.2.3.3 Rising Use Of Amrs To Offer Quick Last-mile Delivery And Ensure Customer Satisfaction
5.2.3.4 Increasing Demand For Customized Amrs Across Several Verticals
5.2.4 Challenges
Figure 22 Challenges: Impact Analysis
5.2.4.1 Security Risks Associated With Connected Autonomous Robots
5.2.4.2 Lack Of Awareness Regarding Warehouse Robotics In Developing Countries
5.2.4.3 Interoperability Issues Due To Lack Of Standardized Protocols And Regulatory Frameworks
5.3 Value Chain Analysis
Figure 23 Value Chain Analysis
5.4 Warehouse Robotics Ecosystem
Figure 24 Key Participants In Warehouse Robotics Ecosystem
5.5 Revenue Shifts And New Revenue Pockets For Players In Warehouse Robotics Market
Figure 25 Revenue Shifts Of Players In Warehouse Robotics Market
5.6 Average Selling Price Analysis
5.6.1 Pricing Analysis
5.6.1.1 Average Selling Prices Of Warehouse Robots
Table 2 Average Selling Prices Of Industrial Robots, By Payload Capacity
Figure 26 Average Selling Prices Of Products Offered By Key Players
Table 3 Average Selling Prices Of Products Offered By Key Players (Usd)
5.6.1.2 Average Selling Price Trend, By Payload Capacity
Figure 27 Average Selling Price Trend, By Payload Capacity
5.7 Technology Analysis
5.7.1 Simultaneous Localization And Mapping (Slam)
5.7.2 Lidar And 3d Mapping
5.7.3 Predictive Analytics
5.7.4 Voice Recognition Technology
5.7.5 Machine Learning Platform
5.7.6 Artificial Intelligence (Ai) And Machine Learning (Ml)
5.7.7 5g
5.7.8 Internet Of Things (Iot)
5.7.9 Industry 4.0
5.7.10 Robotic Process Automation
5.7.11 Digital Twin Model Builder
5.8 Porter’s Five Forces Analysis
Table 4 Porter’s Five Forces: Impact Analysis
Figure 28 Porter’s Five Forces: Impact Analysis
5.8.1 Threat Of New Entrants
5.8.2 Threat Of Substitutes
5.8.3 Bargaining Power Of Suppliers
5.8.4 Bargaining Power Of Buyers
5.8.5 Intensity Of Competitive Rivalry
5.9 Key Stakeholders And Buying Criteria
5.9.1 Key Stakeholders In Buying Process
Figure 29 Influence Of Stakeholders On Buying Process For Top 3 Industries
Table 5 Influence Of Stakeholders On Buying Process For Top 3 Industries (%)
5.9.2 Buying Criteria
Figure 30 Key Buying Criteria For Top 3 Industries
Table 6 Key Buying Criteria For Top 3 Industries
5.10 Case Study Analysis
5.10.1 Walmart Partners With Automation Company To Enhance Operational Efficiency
5.10.2 Coca-cola Collaborates With System Logistics And Fki Logistex To Optimize Material Handling
5.10.3 Fedex Joins Hands With Plus One Robotics And Yaskawa America To Enhance Package Sorting Efficiency
5.10.4 Ikea Collaborates With Swisslog To Implement Automated Pallet Warehouse Solution
5.10.5 Ups And Softeon Partner To Develop Warehouse Execution System
5.10.6 Nike And Geek+ Join Hands To Enhance Distribution Center Operations
5.11 Trade Analysis
5.11.1 Import Scenario
Table 7 Import Data, By Country, 2018–2022 (Usd Million)
5.11.2 Export Scenario
Table 8 Export Data, By Country, 2018–2022 (Usd Million)
5.12 Patent Analysis
Figure 31 Number Of Patents Granted From 2013–2022
Table 9 List Of Patents Granted In Warehouse Robotics Market, 2023
5.13 Key Conferences And Events, 2023–2024
Table 10 Warehouse Robotics Market: List Of Conferences And Events
5.14 Tariff Analysis
Table 11 Mfn Tariff Levied On Compliant Products Exported By Us
Table 12 Mfn Tariff Levied On Compliant Products Exported By China
Table 13 Mfn Tariff Levied On Compliant Products Exported By Japan
5.15 Regulatory Landscape
5.15.1 Regulatory Bodies, Government Agencies, And Other Organizations
Table 14 North America: Regulatory Bodies, Government Agencies, And Other Organizations
Table 15 Europe: Regulatory Bodies, Government Agencies, And Other Organizations
Table 16 Asia Pacific: Regulatory Bodies, Government Agencies, And Other Organizations
Table 17 Row: Regulatory Bodies, Government Agencies, And Other Organizations
5.15.2 Regulatory Standards
5.15.3 Government Regulations
5.15.3.1 Global
5.15.3.2 North America
5.15.3.3 Europe
5.15.3.4 Asia Pacific
6 Warehouse Robotics Market, By Component
6.1 Introduction
6.2 Safety Systems
6.3 Communication Systems
6.4 Job Control Systems
6.5 Traffic Management Systems
6.6 Battery Charging Systems
6.7 Sensors
6.8 Controllers
6.9 Drives
6.10 Robotic Arms
7 Warehouse Robotics Market, By Software
7.1 Introduction
7.2 Warehouse Management Systems (Wms)
7.2.1 Benefits Of Wms
7.3 Warehouse Control Systems (Wcs)
7.3.1 Benefits Of Wcs
7.4 Warehouse Execution Systems (Wes)
Figure 32 Wes Integrates Key Functionalities Of Wms And Wcs
7.4.1 Benefits Of Wes
8 Warehouse Robotics Market, By Robotics As A Service
8.1 Introduction
8.2 Software
8.2.1 High Preference For Cloud-based Services To Drive Market
8.3 Automated Labor
8.3.1 Adoption Of Data-driven Approaches To Fuel Market Demand
8.4 Automated Warehouse
8.4.1 Need For Efficient Resource Allocation To Support Market Growth
9 Warehouse Robotics Market, By Type
9.1 Introduction
Figure 33 Autonomous Mobile Robots Segment To Exhibit Highest Cagr Between 2023 And 2028
Table 18 Warehouse Robotics Market, By Type, 2019–2022 (Usd Million)
Table 19 Warehouse Robotics Market, By Type, 2023–2028 (Usd Million)
9.2 Autonomous Mobile Robots
Table 20 Autonomous Mobile Robots: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 21 Autonomous Mobile Robots: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
Table 22 Autonomous Mobile Robots: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 23 Autonomous Mobile Robots: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
9.2.1 Autonomous Mobile Robots: Warehouse Robotics Market, By Technology
9.2.1.1 Laser/Lidar
9.2.1.1.1 Deployment Of Laser/Lidar Technology To Improve Navigation And Efficiency Of Robots
9.2.1.2 Vision Guidance
9.2.1.2.1 Integration Of Vision Guidance Systems Into Robots To Navigate Warehouse Efficiently
9.2.1.3 Other Technologies
Table 24 Autonomous Mobile Robots: Warehouse Robotics Market, By Technology, 2019–2022 (Usd Million)
Table 25 Autonomous Mobile Robots: Warehouse Robotics Market, By Technology, 2023–2028 (Usd Million)
9.3 Automated Guided Vehicles
Table 26 Automated Guided Vehicles: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 27 Automated Guided Vehicles: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
Table 28 Automated Guided Vehicles: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 29 Automated Guided Vehicles: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
9.3.1 Automated Guided Vehicles: Warehouse Robotics Market, By Type
9.3.1.1 Pallet Trucks
9.3.1.1.1 Use Of Pallet Trucks & Light Load Agvs To Reduce Non-value-added Activities In Logistics
9.3.1.2 Forklift Trucks
9.3.1.2.1 Adoption Of Automated Guided Forklifts To Ensure Safe Transportation Process
9.3.1.3 Towing Agvs
9.3.1.3.1 Utilization Of Towing Agvs To Transport Heavy Loads Over Long Distances
9.3.1.4 Assembly Line Vehicles
9.3.1.4.1 Implementation Of Unit And Heavy-load Agvs For Efficient Transportation Of Assembly Line Materials
9.3.1.5 Unit Load Carriers
9.3.1.5.1 Acceptance Of Unit And Heavy Load Agvs To Efficiently Transport Materials In Assembly Lines
9.3.1.6 Other Agv Types
Table 30 Automated Guided Vehicles: Warehouse Robotics Market, By Type, 2019–2022 (Usd Million)
Table 31 Automated Guided Vehicles: Warehouse Robotics Market, By Type, 2023–2028 (Usd Million)
9.3.2 Automated Guided Vehicles: Warehouse Robotics Market, By Navigation Technology
9.3.2.1 Magnetic Guidance
9.3.2.1.1 Utilization Of Magnetic Tapes To Allow Safe And Precise Warehouse Operations
9.3.2.2 Inductive Guidance
9.3.2.2.1 Adoption Of Inductive Agvs And Amrs To Provide Accurate Guidance In Heavy Traffic Conditions
9.3.2.3 Laser Guidance
9.3.2.3.1 Use Of Laser-based Navigation Systems To Define User-specific Agv Routes
9.3.2.4 Vision Guidance
9.3.2.4.1 Deployment Of Vision-based Agvs To Quickly Track Products
9.3.2.5 Optical Tape Guidance
9.3.2.5.1 Rising Demand For Optical Tape Guidance Technology To Understand Path And Position Of Agvs
9.3.2.6 Other Navigation Technologies
Figure 34 Laser Guidance Navigation Technology Segment To Dominate Market For Automated Guided Vehicles From 2023–2028
Table 32 Automated Guided Vehicles: Warehouse Robotics Market, By Navigation Technology, 2019–2022 (Usd Million)
Table 33 Automated Guided Vehicles: Warehouse Robotics Market, By Navigation Technology, 2023–2028 (Usd Million)
9.4 Articulated Robots
9.4.1 Rising Demand For Articulated Robots Owing To Their High Load-carrying Capacity, Reliability, And Speed
Table 34 Advantages And Applications Of Articulated Robots
Table 35 Articulated Robots: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 36 Articulated Robots: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
Table 37 Articulated Robots: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 38 Articulated Robots: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
9.5 Cylindrical & Scara Robots
9.5.1 Cylindrical Robots
9.5.1.1 Use Of Cylindrical Robots In Packaging, Palletizing, And Pick-and-place Applications Owing To Their High Accuracy
9.5.2 Selective Compliance Assembly Robot Arm (Scara) Robots
9.5.2.1 Adoption Of Scara Robots To Ensure High-speed Warehouse Operations
Table 39 Advantages And Applications Of Scara Robots
Table 40 Cylindrical & Scara Robots: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 41 Cylindrical & Scara Robots: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
Table 42 Cylindrical & Scara Robots: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 43 Cylindrical & Scara Robots: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
9.6 Collaborative Robots
9.6.1 Deployment Of Collaborative Robots To Save Time And Labor Costs
Table 44 Collaborative Robots: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 45 Collaborative Robots: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
Table 46 Collaborative Robots: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 47 Collaborative Robots: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
9.7 Other Types
9.7.1 Parallel Robots
9.7.2 Cartesian Robots
Table 48 Warehouse Robotics Market, By Other Types, 2019–2022 (Usd Million)
Table 49 Warehouse Robotics Market, By Other Types, 2023–2028 (Usd Million)
Table 50 Other Types: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 51 Other Types: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
Table 52 Other Types: Warehouse Robotics Market, By Region, 2019–2022 (Usd Million)
Table 53 Other Types: Warehouse Robotics Market, By Region, 2023–2028 (Usd Million)
10 Warehouse Robotics Market, By Function
10.1 Introduction
Figure 35 Transportation Segment To Dominate Warehouse Robotics Market During Forecast Period
Table 54 Warehouse Robotics Market, By Function, 2019–2022 (Usd Million)
Table 55 Warehouse Robotics Market, By Function, 2023–2028 (Usd Million)
10.2 Picking & Placing
10.2.1 Requirement To Reduce Warehouse Operation Time To Drive Segmental Growth
10.3 Palletizing & De-palletizing
10.3.1 Use Of Robotic Systems To Efficiently Load And Unload Goods To Support Segmental Growth
10.4 Transportation
10.4.1 Deployment Of Robotics To Minimize Logistics And Improve Workflow Efficiency To Fuel Segmental Growth
10.5 Sorting & Packaging
10.5.1 Versatility And Consistency Of Automated Systems To Create Significant Demand In Sorting & Packaging Applications
11 Warehouse Robotics Market, By Payload Capacity
11.1 Introduction
Figure 36 100–200 Kg Segment To Depict Highest Cagr During Forecast Period
Table 56 Warehouse Robotics Market, By Payload Capacity, 2019–2022 (Usd Million)
Table 57 Warehouse Robotics Market, By Payload Capacity, 2023–2028 (Usd Million)
11.2 Less Than 20 Kg
11.2.1 Easy Navigation And Warehouse Optimization Benefits To Drive Segment
Table 58 Less Than 20 Kg: Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 59 Less Than 20 Kg: Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)
11.3 20–100 Kg
11.3.1 Moderate Payload Capacity And Compact Size Of Robotic Systems To Contribute To Market Growth
11.4 100–200 Kg
11.4.1 Development Of Mobile Robots With Heavy Load-carrying Capacity To Boost Segmental Growth
11.5 More Than 200 Kg
11.5.1 High Adoption In Automotive Sector To Drive Segmental Growth
12 Warehouse Robotics Market, By Industry
12.1 Introduction
Figure 37 E-commerce Segment To Dominate Warehouse Robotics Market From 2023 To 2028
Table 60 Warehouse Robotics Market, By Industry, 2019–2022 (Usd Million)
Table 61 Warehouse Robotics Market, By Industry, 2023–2028 (Usd Million)

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