▶ 調査レポート

倉庫用ロボットのグローバル市場(2022年-2031年):ロボット、ソフトウェア、サービス

• 英文タイトル:Warehouse Robotics Market [Offering: Robots, Software, and Services; and Application: Palletizing & Depalletizing, Loading & Unloading, Sortation & Storage, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2022-2031

Transparency Market Researchが調査・発行した産業分析レポートです。倉庫用ロボットのグローバル市場(2022年-2031年):ロボット、ソフトウェア、サービス / Warehouse Robotics Market [Offering: Robots, Software, and Services; and Application: Palletizing & Depalletizing, Loading & Unloading, Sortation & Storage, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2022-2031 / MRC2304D056資料のイメージです。• レポートコード:MRC2304D056
• 出版社/出版日:Transparency Market Research / 2023年1月11日
• レポート形態:英文、PDF、200ページ
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レポート概要
Transparency Market Research社の当調査レポートでは、倉庫用ロボットの世界市場を分析し、市場実態を明らかにしています。本書は、序論、エグゼクティブサマリー、市場動向、関連産業&主要指標分析、提供別(ロボット、ソフトウェア、サービス)分析、用途別(パレタイジング&デパレタイジング、ローディング&アンローディング、ソート&ストレージ、その他)分析、産業別(食品&飲料、日用消費財、非耐久財、耐久財、その他)分析、地域別(北米、ヨーロッパ、アジア太平洋、中東・アフリカ、南米)分析、競争分析、企業情報などを収録しています。また、ABB、ATS Automation Tooling Systems Inc.、FANUC America Corporation、Fortna Inc.、Geekplus Technology Co., Ltd.、HAI ROBOTICS、KUKA AG、Locus Robotics、Multiway Robotics (Shenzhen) Company、Omron Corporation、Prime Robotics、RightHand Robotics, Inc.、Sage Automation Inc.、Schneider Electricなどの企業情報を掲載しています。
・序論
・エグゼクティブサマリー
・市場動向
・関連産業&主要指標分析
・市場概要
・世界の倉庫用ロボット市場規模:提供別
- ロボットの市場規模
- ソフトウェアの市場規模
- サービスの市場規模
・世界の倉庫用ロボット市場規模:用途別
- パレタイジング&デパレタイジングにおける市場規模
- ローディング&アンローディングにおける市場規模
- ソート&ストレージにおける市場規模
- その他用途における市場規模
・世界の倉庫用ロボット市場規模:産業別
- 食品&飲料における市場規模
- 日用消費財における市場規模
- 非耐久財における市場規模
- 耐久財における市場規模
- その他産業における市場規模
・世界の倉庫用ロボット市場規模:地域別
- 北米の倉庫用ロボット市場規模
- ヨーロッパの倉庫用ロボット市場規模
- アジア太平洋の倉庫用ロボット市場規模
- 中東・アフリカの倉庫用ロボット市場規模
- 南米の倉庫用ロボット市場規模
・競争状況
・企業情報

Warehouse Robotics Market – Scope of Report
TMR’s report on the global warehouse robotics market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2022 to 2031. The report provides revenue of the global warehouse robotics market for the period 2017–2031, considering 2022 as the base year and 2031 as the forecast year. The report also provides the compound annual growth rate (CAGR %) of the global warehouse robotics market from 2022 to 2031.

The report has been prepared after an extensive research. Primary research involved bulk of the research efforts, wherein analysts carried out interviews with key opinion leaders, industry leaders, and opinion makers. Secondary research involved referring to key players’ product literature, annual reports, press releases, and relevant documents to understand the warehouse robotics market.

Secondary research also included Internet sources, statistical data from government agencies, websites, and trade associations. Analysts employed a combination of top-down and bottom-up approaches to study various attributes of the global warehouse robotics market.

The report includes an elaborate executive summary, along with a snapshot of the growth behavior of various segments included in the scope of the study. Moreover, the report sheds light on the changing competitive dynamics in the global warehouse robotics market. These serve as valuable tools for existing market players as well as for entities interested in participating in the global warehouse robotics market.

The report delves into the competitive landscape of the global warehouse robotics market. Key players operating in the global warehouse robotics market have been identified and each one of these has been profiled, in terms of various attributes. Company overview, financial standings, recent developments, and SWOT are attributes of players in the global warehouse robotics market profiled in this report.

RESEARCH METHODOLOGY
The research methodology will be a combination of exhaustive primary and secondary research to analyze the market warehouse robotics.

Secondary Research

Secondary research includes a search of company literature, technical writing, patent data, Internet sources, and statistical data from government websites, trade associations, and agencies. This has proven to be the most reliable, effective, and successful approach for obtaining precise data, capturing industry participants’ insights, and recognizing business opportunities.

Secondary research sources that we typically refer, but are not limited to:

Company websites, presentations, annual reports, white papers, technical paper, product brochure
Internal and external proprietary databases and relevant patents
National government documents, statistical databases, and market reports
News articles, press releases, and webcasts specific to companies operating in the market

Specific Secondary Sources:

• Industry Sources:
o WorldWideScience.org
o Elsevier, Inc.
o National Institutes of Health (NIH)
o PubMed
o NCBI
o Department of Health Care Service
• Trade Data Sources
o Trade Map
o UN Comtrade
o Trade Atlas
• Company Information
o OneSource Business Browser
o Hoover’s
o Factiva
o Bloomberg
• Mergers & Acquisitions
o Thomson Mergers & Acquisitions
o MergerStat
o Profound

Primary Research

During the course of research, we conduct in-depth interviews and discussions with a wide range of key industry participants and opinion leaders. Primary research represents bulk of research efforts, supplemented by extensive secondary research.

We conduct primary interviews on the ongoing basis with industry participants and commentators to validate data and analysis. A typical research interview fulfills the following functions:

Provides first-hand information on market size, market trends, growth trends, competitive landscape, outlook, etc.
Helps in validating and strengthening secondary research findings
Further develops the analysis team’s expertise and market understanding
Primary research involves e-mail interactions, telephonic interviews, as well as face-to-face interviews for each market, category, segment, and sub-segment across geographies
Participants who typically take part in such a process include, but are not limited to:

Industry participants: Marketing/product managers, market intelligence managers, and regional sales managers
Purchasing/Sourcing managers, technical personnel, distributors
Outside experts: Investment bankers, valuation experts, and research analysts specializing in specific markets
Key opinion leaders specializing in different areas corresponding to different industry verticals
List of primary participants, but not limited to:

Advanced Oncotherapy PLC
Danfysik A/S
Hitachi, Ltd.
IBA Worldwide
Mevion Medical Systems, Inc.

Data Triangulation: Information culled from “Secondary & Primary Sources” is cross-checked with “TMR Knowledge Repository”, which is updated every quarter.

Market Estimation: Market size estimations involved in-depth study of product features, technology updates, geographic presence, product demand, sales data (value or volume), historical year-on-year growth, and others. Other approaches were also utilized to derive market size and forecasts. Where no hard data was available, we employed modeling techniques in order to produce comprehensive datasets. A rigorous methodology has been adopted, wherein the available hard data are cross-referenced with the following data types to produce estimates:

Demographic Data: Healthcare expenditure, inflation rates, and others
Industry Indicators: R&D investment, technology stage, and infrastructure, sector growth, and facilities
Market Forecasting: Market forecasts for various segments are derived taking into account drivers, restraints/challenges, and opportunities prevailing in the market and considering advantages/disadvantages of segments/sub-segments over other segments/sub-segments. Business environment, historical sales pattern, unmet needs, competitive intensity, and country-wise surgery data are some of the other pivotal factors, which are considered to derive market forecasts.

レポート目次

1. Preface
    1.1. Market Introduction
    1.2. Market and Segments Definition
    1.3. Market Taxonomy
    1.4. Research Methodology
    1.5. Assumption and Acronyms
2. Executive Summary
    2.1. Global Warehouse Robotics Market Overview
    2.2. Regional Outline
    2.3. Industry Outline
    2.4. Market Dynamics Snapshot
    2.5. Competition Blueprint
3. Market Dynamics
    3.1. Macro-economic Factors
    3.2. Drivers
    3.3. Restraints
    3.4. Opportunities
    3.5. Key Trends
    3.6. Regulatory Framework
4. Associated Industry and Key Indicator Assessment
    4.1. Parent Industry Overview – Global Robots Industry Overview
    4.2. Supply Chain Analysis
    4.3. Pricing Analysis
    4.4. Technology Roadmap Analysis
    4.5. Industry SWOT Analysis
    4.6. Porter Five Forces Analysis
    4.7. Covid-19 Impact and Recovery Analysis
5. Global Warehouse Robotics Market Analysis By Offering
    5.1. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        5.1.1. Robots
            5.1.1.1. Autonomous Mobile Robots (AMRs)
            5.1.1.2. Automated Guided Vehicles (AGVs)
            5.1.1.3. Gantry Robots
            5.1.1.4. Articulated Arm Robots
            5.1.1.5. Others
        5.1.2. Software
        5.1.3. Services
            5.1.3.1. Training & Consulting Services
            5.1.3.2. Repair & Maintenance Services
    5.2. Others Market Attractiveness Analysis, By Offering
6. Global Warehouse Robotics Market Analysis By Application
    6.1. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        6.1.1. Palletizing & Depalletizing
        6.1.2. Loading & Unloading
        6.1.3. Sortation & Storage
        6.1.4. Others
    6.2. Market Attractiveness Analysis, By Application
7. Global Warehouse Robotics Market Analysis By End-use Industry
    7.1. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        7.1.1. Food & Beverage
        7.1.2. FMCG
        7.1.3. Non-Durable Goods
        7.1.4. Durable Goods
        7.1.5. Fashion & Apparel
        7.1.6. Pharmaceutical
        7.1.7. Automotive
        7.1.8. Retail
        7.1.9. 3PL
        7.1.10. Others
    7.2. Market Attractiveness Analysis, By End-use Industry
8. Global Warehouse Robotics Market Analysis and Forecast, By Region
    8.1. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Region, 2022-2031
        8.1.1. North America
        8.1.2. Europe
        8.1.3. Asia Pacific
        8.1.4. Middle East & Africa
        8.1.5. South America
    8.2. Market Attractiveness Analysis, By Region
9. North America Warehouse Robotics Market Analysis and Forecast
    9.1. Market Snapshot
    9.2. Drivers and Restraints: Impact Analysis
    9.3. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        9.3.1. Robots
            9.3.1.1. Autonomous Mobile Robots (AMRs)
            9.3.1.2. Automated Guided Vehicles (AGVs)
            9.3.1.3. Gantry Robots
            9.3.1.4. Articulated Arm Robots
            9.3.1.5. Others
        9.3.2. Software
        9.3.3. Services
            9.3.3.1. Training & Consulting Services
            9.3.3.2. Repair & Maintenance Services
    9.4. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        9.4.1. Palletizing & Depalletizing
        9.4.2. Loading & Unloading
        9.4.3. Sortation & Storage
        9.4.4. Others
    9.5. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        9.5.1. Food & Beverage
        9.5.2. FMCG
        9.5.3. Non-Durable Goods
        9.5.4. Durable Goods
        9.5.5. Fashion & Apparel
        9.5.6. Pharmaceutical
        9.5.7. Automotive
        9.5.8. Retail
        9.5.9. 3PL
        9.5.10. Others
    9.6. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Country & Sub-Region, 2022-2031
        9.6.1. The U.S.
        9.6.2. Canada
        9.6.3. Rest of North America
    9.7. Market Attractiveness Analysis
        9.7.1. By Offering
        9.7.2. By Application
        9.7.3. By End-use Industry
        9.7.4. By Country/Sub-region
10. Europe Warehouse Robotics Market Analysis and Forecast
    10.1. Market Snapshot
    10.2. Drivers and Restraints: Impact Analysis
    10.3. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        10.3.1. Robots
            10.3.1.1. Autonomous Mobile Robots (AMRs)
            10.3.1.2. Automated Guided Vehicles (AGVs)
            10.3.1.3. Gantry Robots
            10.3.1.4. Articulated Arm Robots
            10.3.1.5. Others
        10.3.2. Software
        10.3.3. Services
            10.3.3.1. Training & Consulting Services
            10.3.3.2. Repair & Maintenance Services
    10.4. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        10.4.1. Palletizing & Depalletizing
        10.4.2. Loading & Unloading
        10.4.3. Sortation & Storage
        10.4.4. Others
    10.5. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        10.5.1. Food & Beverage
        10.5.2. FMCG
        10.5.3. Non-Durable Goods
        10.5.4. Durable Goods
        10.5.5. Fashion & Apparel
        10.5.6. Pharmaceutical
        10.5.7. Automotive
        10.5.8. Retail
        10.5.9. 3PL
        10.5.10. Others
    10.6. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Country & Sub-Region, 2022-2031
        10.6.1. The U.K.
        10.6.2. Germany
        10.6.3. France
        10.6.4. Rest of Europe
    10.7. Market Attractiveness Analysis
        10.7.1. By Offering
        10.7.2. By Application
        10.7.3. By End-use Industry
        10.7.4. By Country/Sub-region
11. Asia Pacific Warehouse Robotics Market Analysis and Forecast
    11.1. Market Snapshot
    11.2. Drivers and Restraints: Impact Analysis
    11.3. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        11.3.1. Robots
            11.3.1.1. Autonomous Mobile Robots (AMRs)
            11.3.1.2. Automated Guided Vehicles (AGVs)
            11.3.1.3. Gantry Robots
            11.3.1.4. Articulated Arm Robots
            11.3.1.5. Others
        11.3.2. Software
        11.3.3. Services
            11.3.3.1. Training & Consulting Services
            11.3.3.2. Repair & Maintenance Services
    11.4. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        11.4.1. Palletizing & Depalletizing
        11.4.2. Loading & Unloading
        11.4.3. Sortation & Storage
        11.4.4. Others
    11.5. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        11.5.1. Food & Beverage
        11.5.2. FMCG
        11.5.3. Non-Durable Goods
        11.5.4. Durable Goods
        11.5.5. Fashion & Apparel
        11.5.6. Pharmaceutical
        11.5.7. Automotive
        11.5.8. Retail
        11.5.9. 3PL
        11.5.10. Others
    11.6. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Country & Sub-Region, 2022-2031
        11.6.1. China
        11.6.2. India
        11.6.3. Japan
        11.6.4. South Korea
        11.6.5. ASEAN
        11.6.6. Rest of Asia Pacific
    11.7. Market Attractiveness Analysis
        11.7.1. By Offering
        11.7.2. By Application
        11.7.3. By End-use Industry
        11.7.4. By Country/Sub-region
12. Middle East and Africa Global Warehouse Robotics Market Analysis and Forecast
    12.1. Market Snapshot
    12.2. Drivers and Restraints: Impact Analysis
    12.3. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        12.3.1. Robots
            12.3.1.1. Autonomous Mobile Robots (AMRs)
            12.3.1.2. Automated Guided Vehicles (AGVs)
            12.3.1.3. Gantry Robots
            12.3.1.4. Articulated Arm Robots
            12.3.1.5. Others
        12.3.2. Software
        12.3.3. Services
            12.3.3.1. Training & Consulting Services
            12.3.3.2. Repair & Maintenance Services
    12.4. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        12.4.1. Palletizing & Depalletizing
        12.4.2. Loading & Unloading
        12.4.3. Sortation & Storage
        12.4.4. Others
    12.5. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        12.5.1. Food & Beverage
        12.5.2. FMCG
        12.5.3. Non-Durable Goods
        12.5.4. Durable Goods
        12.5.5. Fashion & Apparel
        12.5.6. Pharmaceutical
        12.5.7. Automotive
        12.5.8. Retail
        12.5.9. 3PL
        12.5.10. Others
    12.6. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Country & Sub-Region, 2022-2031
        12.6.1. GCC
        12.6.2. South Africa
        12.6.3. Rest of the Middle East and Africa
    12.7. Market Attractiveness Analysis
        12.7.1. By Offering
        12.7.2. By Application
        12.7.3. By End-use Industry
        12.7.4. By Country/Sub-region
13. South America Warehouse Robotics Market Analysis and Forecast
    13.1. Market Snapshot
    13.2. Drivers and Restraints: Impact Analysis
    13.3. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Offering, 2022-2031
        13.3.1. Robots
            13.3.1.1. Autonomous Mobile Robots (AMRs)
            13.3.1.2. Automated Guided Vehicles (AGVs)
            13.3.1.3. Gantry Robots
            13.3.1.4. Articulated Arm Robots
            13.3.1.5. Others
        13.3.2. Software
        13.3.3. Services
            13.3.3.1. Training & Consulting Services
            13.3.3.2. Repair & Maintenance Services
    13.4. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By Application, 2022-2031
        13.4.1. Palletizing & Depalletizing
        13.4.2. Loading & Unloading
        13.4.3. Sortation & Storage
        13.4.4. Others
    13.5. Warehouse Robotics Market Size (US$ Mn) Analysis & Forecast, By End-use Industry, 2022-2031
        13.5.1. Food & Beverage
        13.5.2. FMCG
        13.5.3. Non-Durable Goods
        13.5.4. Durable Goods
        13.5.5. Fashion & Apparel
        13.5.6. Pharmaceutical
        13.5.7. Automotive
        13.5.8. Retail
        13.5.9. 3PL
        13.5.10. Others
    13.6. Warehouse Robotics Market Size (US$ Mn) and Volume (Units) Analysis & Forecast, By Country & Sub-Region, 2022-2031
        13.6.1. Brazil
        13.6.2. Rest of South America
    13.7. Market Attractiveness Analysis
        13.7.1. By Offering
        13.7.2. By Application
        13.7.3. By End-use Industry
        13.7.4. By Country/Sub-region
14. Competition Assessment
    14.1. Global Warehouse Robotics Market Competition Matrix – a Warehouse Robotics Dashboard View
        14.1.1. Global Market Company Share Analysis, by Value (2021)
        14.1.2. Technological Differentiator
15. Company Profiles (Global Manufacturers/Suppliers)
    15.1. ABB
        15.1.1. Overview
        15.1.2. Product Portfolio
        15.1.3. Sales Footprint
        15.1.4. Key Subsidiaries or Distributors
        15.1.5. Strategy and Recent Developments
        15.1.6. Key Financials
    15.2. ATS Automation Tooling Systems Inc.
        15.2.1. Overview
        15.2.2. Product Portfolio
        15.2.3. Sales Footprint
        15.2.4. Key Subsidiaries or Distributors
        15.2.5. Strategy and Recent Developments
        15.2.6. Key Financials
    15.3. FANUC America Corporation
        15.3.1. Overview
        15.3.2. Product Portfolio
        15.3.3. Sales Footprint
        15.3.4. Key Subsidiaries or Distributors
        15.3.5. Strategy and Recent Developments
        15.3.6. Key Financials
    15.4. Fortna Inc.
        15.4.1. Overview
        15.4.2. Product Portfolio
        15.4.3. Sales Footprint
        15.4.4. Key Subsidiaries or Distributors
        15.4.5. Strategy and Recent Developments
        15.4.6. Key Financials
    15.5. Geekplus Technology Co., Ltd.
        15.5.1. Overview
        15.5.2. Product Portfolio
        15.5.3. Sales Footprint
        15.5.4. Key Subsidiaries or Distributors
        15.5.5. Strategy and Recent Developments
        15.5.6. Key Financials
    15.6. HAI ROBOTICS
        15.6.1. Overview
        15.6.2. Product Portfolio
        15.6.3. Sales Footprint
        15.6.4. Key Subsidiaries or Distributors
        15.6.5. Strategy and Recent Developments
        15.6.6. Key Financials
    15.7. KUKA AG
        15.7.1. Overview
        15.7.2. Product Portfolio
        15.7.3. Sales Footprint
        15.7.4. Key Subsidiaries or Distributors
        15.7.5. Strategy and Recent Developments
        15.7.6. Key Financials
    15.8. Locus Robotics
        15.8.1. Overview
        15.8.2. Product Portfolio
        15.8.3. Sales Footprint
        15.8.4. Key Subsidiaries or Distributors
        15.8.5. Strategy and Recent Developments
        15.8.6. Key Financials
    15.9. Multiway Robotics (Shenzhen) Company
        15.9.1. Overview
        15.9.2. Product Portfolio
        15.9.3. Sales Footprint
        15.9.4. Key Subsidiaries or Distributors
        15.9.5. Strategy and Recent Developments
        15.9.6. Key Financials
    15.10. Omron Corporation
        15.10.1. Overview
        15.10.2. Product Portfolio
        15.10.3. Sales Footprint
        15.10.4. Key Subsidiaries or Distributors
        15.10.5. Strategy and Recent Developments
        15.10.6. Key Financials
    15.11. Prime Robotics
        15.11.1. Overview
        15.11.2. Product Portfolio
        15.11.3. Sales Footprint
        15.11.4. Key Subsidiaries or Distributors
        15.11.5. Strategy and Recent Developments
        15.11.6. Key Financials
    15.12. RightHand Robotics, Inc.
        15.12.1. Overview
        15.12.2. Product Portfolio
        15.12.3. Sales Footprint
        15.12.4. Key Subsidiaries or Distributors
        15.12.5. Strategy and Recent Developments
        15.12.6. Key Financials
    15.13. Sage Automation Inc.
        15.13.1. Overview
        15.13.2. Product Portfolio
        15.13.3. Sales Footprint
        15.13.4. Key Subsidiaries or Distributors
        15.13.5. Strategy and Recent Developments
        15.13.6. Key Financials
    15.14. Schneider Electric
        15.14.1. Overview
        15.14.2. Product Portfolio
        15.14.3. Sales Footprint
        15.14.4. Key Subsidiaries or Distributors
        15.14.5. Strategy and Recent Developments
        15.14.6. Key Financials
    15.15. YASKAWA ELECTRIC CORPORATION
        15.15.1. Overview
        15.15.2. Product Portfolio
        15.15.3. Sales Footprint
        15.15.4. Key Subsidiaries or Distributors
        15.15.5. Strategy and Recent Developments
        15.15.6. Key Financials
    15.16. Zebra Technologies
        15.16.1. Overview
        15.16.2. Product Portfolio
        15.16.3. Sales Footprint
        15.16.4. Key Subsidiaries or Distributors
        15.16.5. Strategy and Recent Developments
        15.16.6. Key Financials
16. Recommendation
    16.1. Opportunity Assessment
        16.1.1. By Offering
        16.1.2. By Application
        16.1.3. By End-use Industry
        16.1.4. By Region