Global Pick-to-light Systems Market 2024-2028

Global Pick-To-Light Systems Market 2024-2028


The pick-to-light systems market is forecasted to grow by USD 390.1 mn during 2023-2028, accelerating at a CAGR of 7.09% during the forecast period. The report on the pick-to-light systems market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by growing number of fulfillment centers, integration of pick-to-light systems with various management software, and increased efficiency in warehouse operations.

Technavio's pick-to-light systems market is segmented as below:

By Application
  • Retail and 3PL
  • Automotive
  • Food and beverage
  • Manufacturing
  • Others
By Geographical Landscape
  • APAC
  • North America
  • Europe
  • Middle East and Africa
  • South America
This study identifies the integration of autonomous mobile robots (amrs) with pick-to-light systems as one of the prime reasons driving the pick-to-light systems market growth during the next few years. Also, availability of hardware-as-a-service model and increase in industrial automation will lead to sizable demand in the market.

The report on the pick-to-light systems market covers the following areas:
  • Pick-to-light systems market sizing
  • Pick-to-light systems market forecast
  • Pick-to-light systems market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading pick-to-light systems market vendors that include Armstrong, Bossard Holding AG, Brilliant Info Systems Pvt. Ltd., Conveyco, Cornerstone Automation Systems LLC, Daifuku Co. Ltd., Deltalogic Technologies Pvt. Ltd., Dematic Group, Direct ConneX LLC, Honeywell International Inc., Interlake Mecalux Inc., Ioi System Co. Ltd., Kardex Holding AG, Matthews International Corp., microSYST Systemelectronic GmbH, MMCI Automation, Murata Machinery Ltd., Numina Group Inc., Pick To Light Systems S.L., SSI Schafer IT Solutions GmbH, Toyota Motor Corp., and Voodoo Robotics. Also, the pick-to-light systems market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.


1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Application
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market Landscape
2.1 Market ecosystem
Parent Market
Data Table on - Parent Market
2.2 Market characteristics
Market characteristics analysis
2.3 Value chain analysis
Value Chain Analysis
3 Market Sizing
3.1 Market definition
Offerings of companies included in the market definition
3.2 Market segment analysis
Market segments
3.3 Market size 2023
3.4 Market outlook: Forecast for 2023-2028
Chart on Global - Market size and forecast 2023-2028 ($ million)
Data Table on Global - Market size and forecast 2023-2028 ($ million)
Chart on Global Market: Year-over-year growth 2023-2028 (%)
Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size
4.1 Global Pick-To-Light Systems Market 2018 - 2022
Historic Market Size - Data Table on Global Pick-To-Light Systems Market 2018 - 2022 ($ million)
4.2 Application segment analysis 2018 - 2022
Historic Market Size - Application Segment 2018 - 2022 ($ million)
4.3 Geography segment analysis 2018 - 2022
Historic Market Size - Geography Segment 2018 - 2022 ($ million)
4.4 Country segment analysis 2018 - 2022
Historic Market Size - Country Segment 2018 - 2022 ($ million)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2023 and 2028
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2023 and 2028
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2023 and 2028
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2023 and 2028
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2023 and 2028
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2023 and 2028
5.7 Market condition
Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Application
6.1 Market segments
Chart on Application - Market share 2023-2028 (%)
Data Table on Application - Market share 2023-2028 (%)
6.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
6.3 Retail and 3PL - Market size and forecast 2023-2028
Chart on Retail and 3PL - Market size and forecast 2023-2028 ($ million)
Data Table on Retail and 3PL - Market size and forecast 2023-2028 ($ million)
Chart on Retail and 3PL - Year-over-year growth 2023-2028 (%)
Data Table on Retail and 3PL - Year-over-year growth 2023-2028 (%)
6.4 Automotive - Market size and forecast 2023-2028
Chart on Automotive - Market size and forecast 2023-2028 ($ million)
Data Table on Automotive - Market size and forecast 2023-2028 ($ million)
Chart on Automotive - Year-over-year growth 2023-2028 (%)
Data Table on Automotive - Year-over-year growth 2023-2028 (%)
6.5 Food and beverage - Market size and forecast 2023-2028
Chart on Food and beverage - Market size and forecast 2023-2028 ($ million)
Data Table on Food and beverage - Market size and forecast 2023-2028 ($ million)
Chart on Food and beverage - Year-over-year growth 2023-2028 (%)
Data Table on Food and beverage - Year-over-year growth 2023-2028 (%)
6.6 Manufacturing - Market size and forecast 2023-2028
Chart on Manufacturing - Market size and forecast 2023-2028 ($ million)
Data Table on Manufacturing - Market size and forecast 2023-2028 ($ million)
Chart on Manufacturing - Year-over-year growth 2023-2028 (%)
Data Table on Manufacturing - Year-over-year growth 2023-2028 (%)
6.7 Others - Market size and forecast 2023-2028
Chart on Others - Market size and forecast 2023-2028 ($ million)
Data Table on Others - Market size and forecast 2023-2028 ($ million)
Chart on Others - Year-over-year growth 2023-2028 (%)
Data Table on Others - Year-over-year growth 2023-2028 (%)
6.8 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
7 Customer Landscape
7.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
8 Geographic Landscape
8.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2023-2028 (%)
Data Table on Market share By Geographical Landscape 2023-2028 (%)
8.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
8.3 APAC - Market size and forecast 2023-2028
Chart on APAC - Market size and forecast 2023-2028 ($ million)
Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Chart on APAC - Year-over-year growth 2023-2028 (%)
Data Table on APAC - Year-over-year growth 2023-2028 (%)
8.4 North America - Market size and forecast 2023-2028
Chart on North America - Market size and forecast 2023-2028 ($ million)
Data Table on North America - Market size and forecast 2023-2028 ($ million)
Chart on North America - Year-over-year growth 2023-2028 (%)
Data Table on North America - Year-over-year growth 2023-2028 (%)
8.5 Europe - Market size and forecast 2023-2028
Chart on Europe - Market size and forecast 2023-2028 ($ million)
Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Chart on Europe - Year-over-year growth 2023-2028 (%)
Data Table on Europe - Year-over-year growth 2023-2028 (%)
8.6 Middle East and Africa - Market size and forecast 2023-2028
Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
8.7 South America - Market size and forecast 2023-2028
Chart on South America - Market size and forecast 2023-2028 ($ million)
Data Table on South America - Market size and forecast 2023-2028 ($ million)
Chart on South America - Year-over-year growth 2023-2028 (%)
Data Table on South America - Year-over-year growth 2023-2028 (%)
8.8 China - Market size and forecast 2023-2028
Chart on China - Market size and forecast 2023-2028 ($ million)
Data Table on China - Market size and forecast 2023-2028 ($ million)
Chart on China - Year-over-year growth 2023-2028 (%)
Data Table on China - Year-over-year growth 2023-2028 (%)
8.9 US - Market size and forecast 2023-2028
Chart on US - Market size and forecast 2023-2028 ($ million)
Data Table on US - Market size and forecast 2023-2028 ($ million)
Chart on US - Year-over-year growth 2023-2028 (%)
Data Table on US - Year-over-year growth 2023-2028 (%)
8.10 Germany - Market size and forecast 2023-2028
Chart on Germany - Market size and forecast 2023-2028 ($ million)
Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Chart on Germany - Year-over-year growth 2023-2028 (%)
Data Table on Germany - Year-over-year growth 2023-2028 (%)
8.11 South Korea - Market size and forecast 2023-2028
Chart on South Korea - Market size and forecast 2023-2028 ($ million)
Data Table on South Korea - Market size and forecast 2023-2028 ($ million)
Chart on South Korea - Year-over-year growth 2023-2028 (%)
Data Table on South Korea - Year-over-year growth 2023-2028 (%)
8.12 India - Market size and forecast 2023-2028
Chart on India - Market size and forecast 2023-2028 ($ million)
Data Table on India - Market size and forecast 2023-2028 ($ million)
Chart on India - Year-over-year growth 2023-2028 (%)
Data Table on India - Year-over-year growth 2023-2028 (%)
8.13 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
9 Drivers, Challenges, and Opportunity/Restraints
9.1 Market drivers
9.2 Market challenges
9.3 Impact of drivers and challenges
Impact of drivers and challenges in 2023 and 2028
9.4 Market opportunities/restraints
10 Competitive Landscape
10.1 Overview
10.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
10.3 Landscape disruption
Overview on factors of disruption
10.4 Industry risks
Impact of key risks on business
11 Competitive Analysis
11.1 Companies profiled
Companies covered
11.2 Market positioning of companies
Matrix on companies position and classification
11.3 Daifuku Co. Ltd.
Daifuku Co. Ltd. - Overview
Daifuku Co. Ltd. - Product / Service
Daifuku Co. Ltd. - Key news
Daifuku Co. Ltd. - Key offerings
11.4 Direct ConneX LLC
Direct ConneX LLC - Overview
Direct ConneX LLC - Product / Service
Direct ConneX LLC - Key offerings
11.5 Honeywell International Inc.
Honeywell International Inc. - Overview
Honeywell International Inc. - Business segments
Honeywell International Inc. - Key news
Honeywell International Inc. - Key offerings
Honeywell International Inc. - Segment focus
11.6 Ioi System Co. Ltd.
Ioi System Co. Ltd. - Overview
Ioi System Co. Ltd. - Product / Service
Ioi System Co. Ltd. - Key offerings
11.7 Kardex Holding AG
Kardex Holding AG - Overview
Kardex Holding AG - Business segments
Kardex Holding AG - Key news
Kardex Holding AG - Key offerings
Kardex Holding AG - Segment focus
11.8 Matthews International Corp.
Matthews International Corp. - Overview
Matthews International Corp. - Product / Service
Matthews International Corp. - Key news
Matthews International Corp. - Key offerings
11.9 microSYST Systemelectronic GmbH
microSYST Systemelectronic GmbH - Overview
microSYST Systemelectronic GmbH - Product / Service
microSYST Systemelectronic GmbH - Key offerings
11.10 SSI Schafer IT Solutions GmbH
SSI Schafer IT Solutions GmbH - Overview
SSI Schafer IT Solutions GmbH - Product / Service
SSI Schafer IT Solutions GmbH - Key offerings
11.11 Toyota Motor Corp.
Toyota Motor Corp. - Overview
Toyota Motor Corp. - Business segments
Toyota Motor Corp. - Key news
Toyota Motor Corp. - Key offerings
Toyota Motor Corp. - Segment focus
11.12 Voodoo Robotics
Voodoo Robotics - Overview
Voodoo Robotics - Product / Service
Voodoo Robotics - Key offerings
12 Appendix
12.1 Scope of the report
12.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
12.3 Currency conversion rates for US$
Currency conversion rates for US$
12.4 Research methodology
Research methodology
12.5 Data procurement
Information sources
12.6 Data validation
Data validation
12.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
12.8 Data synthesis
Data synthesis
12.9 360 degree market analysis
360 degree market analysis
12.10 List of abbreviations
List of abbreviations
Exhibits:
Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Application
Exhibits6: Executive Summary - Chart on Incremental Growth
Exhibits7: Executive Summary - Data Table on Incremental Growth
Exhibits8: Executive Summary - Chart on Company Market Positioning
Exhibits9: Parent Market
Exhibits10: Data Table on - Parent Market
Exhibits11: Market characteristics analysis
Exhibits12: Value Chain Analysis
Exhibits13: Offerings of companies included in the market definition
Exhibits14: Market segments
Exhibits15: Chart on Global - Market size and forecast 2023-2028 ($ million)
Exhibits16: Data Table on Global - Market size and forecast 2023-2028 ($ million)
Exhibits17: Chart on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits18: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits19: Historic Market Size - Data Table on Global Pick-To-Light Systems Market 2018 - 2022 ($ million)
Exhibits20: Historic Market Size - Application Segment 2018 - 2022 ($ million)
Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ million)
Exhibits23: Five forces analysis - Comparison between 2023 and 2028
Exhibits24: Bargaining power of buyers - Impact of key factors 2023 and 2028
Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028
Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028
Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028
Exhibits29: Chart on Market condition - Five forces 2023 and 2028
Exhibits30: Chart on Application - Market share 2023-2028 (%)
Exhibits31: Data Table on Application - Market share 2023-2028 (%)
Exhibits32: Chart on Comparison by Application
Exhibits33: Data Table on Comparison by Application
Exhibits34: Chart on Retail and 3PL - Market size and forecast 2023-2028 ($ million)
Exhibits35: Data Table on Retail and 3PL - Market size and forecast 2023-2028 ($ million)
Exhibits36: Chart on Retail and 3PL - Year-over-year growth 2023-2028 (%)
Exhibits37: Data Table on Retail and 3PL - Year-over-year growth 2023-2028 (%)
Exhibits38: Chart on Automotive - Market size and forecast 2023-2028 ($ million)
Exhibits39: Data Table on Automotive - Market size and forecast 2023-2028 ($ million)
Exhibits40: Chart on Automotive - Year-over-year growth 2023-2028 (%)
Exhibits41: Data Table on Automotive - Year-over-year growth 2023-2028 (%)
Exhibits42: Chart on Food and beverage - Market size and forecast 2023-2028 ($ million)
Exhibits43: Data Table on Food and beverage - Market size and forecast 2023-2028 ($ million)
Exhibits44: Chart on Food and beverage - Year-over-year growth 2023-2028 (%)
Exhibits45: Data Table on Food and beverage - Year-over-year growth 2023-2028 (%)
Exhibits46: Chart on Manufacturing - Market size and forecast 2023-2028 ($ million)
Exhibits47: Data Table on Manufacturing - Market size and forecast 2023-2028 ($ million)
Exhibits48: Chart on Manufacturing - Year-over-year growth 2023-2028 (%)
Exhibits49: Data Table on Manufacturing - Year-over-year growth 2023-2028 (%)
Exhibits50: Chart on Others - Market size and forecast 2023-2028 ($ million)
Exhibits51: Data Table on Others - Market size and forecast 2023-2028 ($ million)
Exhibits52: Chart on Others - Year-over-year growth 2023-2028 (%)
Exhibits53: Data Table on Others - Year-over-year growth 2023-2028 (%)
Exhibits54: Market opportunity by Application ($ million)
Exhibits55: Data Table on Market opportunity by Application ($ million)
Exhibits56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits57: Chart on Market share By Geographical Landscape 2023-2028 (%)
Exhibits58: Data Table on Market share By Geographical Landscape 2023-2028 (%)
Exhibits59: Chart on Geographic comparison
Exhibits60: Data Table on Geographic comparison
Exhibits61: Chart on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits62: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits63: Chart on APAC - Year-over-year growth 2023-2028 (%)
Exhibits64: Data Table on APAC - Year-over-year growth 2023-2028 (%)
Exhibits65: Chart on North America - Market size and forecast 2023-2028 ($ million)
Exhibits66: Data Table on North America - Market size and forecast 2023-2028 ($ million)
Exhibits67: Chart on North America - Year-over-year growth 2023-2028 (%)
Exhibits68: Data Table on North America - Year-over-year growth 2023-2028 (%)
Exhibits69: Chart on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits70: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits71: Chart on Europe - Year-over-year growth 2023-2028 (%)
Exhibits72: Data Table on Europe - Year-over-year growth 2023-2028 (%)
Exhibits73: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits74: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits75: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits76: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits77: Chart on South America - Market size and forecast 2023-2028 ($ million)
Exhibits78: Data Table on South America - Market size and forecast 2023-2028 ($ million)
Exhibits79: Chart on South America - Year-over-year growth 2023-2028 (%)
Exhibits80: Data Table on South America - Year-over-year growth 2023-2028 (%)
Exhibits81: Chart on China - Market size and forecast 2023-2028 ($ million)
Exhibits82: Data Table on China - Market size and forecast 2023-2028 ($ million)
Exhibits83: Chart on China - Year-over-year growth 2023-2028 (%)
Exhibits84: Data Table on China - Year-over-year growth 2023-2028 (%)
Exhibits85: Chart on US - Market size and forecast 2023-2028 ($ million)
Exhibits86: Data Table on US - Market size and forecast 2023-2028 ($ million)
Exhibits87: Chart on US - Year-over-year growth 2023-2028 (%)
Exhibits88: Data Table on US - Year-over-year growth 2023-2028 (%)
Exhibits89: Chart on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits90: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits91: Chart on Germany - Year-over-year growth 2023-2028 (%)
Exhibits92: Data Table on Germany - Year-over-year growth 2023-2028 (%)
Exhibits93: Chart on South Korea - Market size and forecast 2023-2028 ($ million)
Exhibits94: Data Table on South Korea - Market size and forecast 2023-2028 ($ million)
Exhibits95: Chart on South Korea - Year-over-year growth 2023-2028 (%)
Exhibits96: Data Table on South Korea - Year-over-year growth 2023-2028 (%)
Exhibits97: Chart on India - Market size and forecast 2023-2028 ($ million)
Exhibits98: Data Table on India - Market size and forecast 2023-2028 ($ million)
Exhibits99: Chart on India - Year-over-year growth 2023-2028 (%)
Exhibits100: Data Table on India - Year-over-year growth 2023-2028 (%)
Exhibits101: Market opportunity By Geographical Landscape ($ million)
Exhibits102: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits103: Impact of drivers and challenges in 2023 and 2028
Exhibits104: Overview on criticality of inputs and factors of differentiation
Exhibits105: Overview on factors of disruption
Exhibits106: Impact of key risks on business
Exhibits107: Companies covered
Exhibits108: Matrix on companies position and classification
Exhibits109: Daifuku Co. Ltd. - Overview
Exhibits110: Daifuku Co. Ltd. - Product / Service
Exhibits111: Daifuku Co. Ltd. - Key news
Exhibits112: Daifuku Co. Ltd. - Key offerings
Exhibits113: Direct ConneX LLC - Overview
Exhibits114: Direct ConneX LLC - Product / Service
Exhibits115: Direct ConneX LLC - Key offerings
Exhibits116: Honeywell International Inc. - Overview
Exhibits117: Honeywell International Inc. - Business segments
Exhibits118: Honeywell International Inc. - Key news
Exhibits119: Honeywell International Inc. - Key offerings
Exhibits120: Honeywell International Inc. - Segment focus
Exhibits121: Ioi System Co. Ltd. - Overview
Exhibits122: Ioi System Co. Ltd. - Product / Service
Exhibits123: Ioi System Co. Ltd. - Key offerings
Exhibits124: Kardex Holding AG - Overview
Exhibits125: Kardex Holding AG - Business segments
Exhibits126: Kardex Holding AG - Key news
Exhibits127: Kardex Holding AG - Key offerings
Exhibits128: Kardex Holding AG - Segment focus
Exhibits129: Matthews International Corp. - Overview
Exhibits130: Matthews International Corp. - Product / Service
Exhibits131: Matthews International Corp. - Key news
Exhibits132: Matthews International Corp. - Key offerings
Exhibits133: microSYST Systemelectronic GmbH - Overview
Exhibits134: microSYST Systemelectronic GmbH - Product / Service
Exhibits135: microSYST Systemelectronic GmbH - Key offerings
Exhibits136: SSI Schafer IT Solutions GmbH - Overview
Exhibits137: SSI Schafer IT Solutions GmbH - Product / Service
Exhibits138: SSI Schafer IT Solutions GmbH - Key offerings
Exhibits139: Toyota Motor Corp. - Overview
Exhibits140: Toyota Motor Corp. - Business segments
Exhibits141: Toyota Motor Corp. - Key news
Exhibits142: Toyota Motor Corp. - Key offerings
Exhibits143: Toyota Motor Corp. - Segment focus
Exhibits144: Voodoo Robotics - Overview
Exhibits145: Voodoo Robotics - Product / Service
Exhibits146: Voodoo Robotics - Key offerings
Exhibits147: Inclusions checklist
Exhibits148: Exclusions checklist
Exhibits149: Currency conversion rates for US$
Exhibits150: Research methodology
Exhibits151: Information sources
Exhibits152: Data validation
Exhibits153: Validation techniques employed for market sizing
Exhibits154: Data synthesis
Exhibits155: 360 degree market analysis
Exhibits156: List of abbreviations

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