Global Computer Vision Software Market Research Report with Opportunities and Strategies to Boost Growth- Impact and Recovery

  • Report Code : MAI2296883
  • Published On: May, 2021
  • Category : IT & Telecom
  • Pages : 122

  • Based on the Computer Vision Software market development status, competitive landscape and development model in different regions of the world, this report is dedicated to providing niche markets, potential risks and comprehensive competitive strategy analysis in different fields. From the competitive advantages of different types of products and services, the development opportunities and consumption characteristics and structure analysis of the downstream application fields are all analyzed in detail. To Boost Growth during the epidemic era, this report analyzes in detail for the potential risks and opportunities which can be focused on.


    In Chapter 2.4 of the report, we share our perspectives for the impact of COVID-19 from the long and short term.

    In chapter 3.4, we provide the influence of the crisis on the industry chain, especially for marketing channels.

    In chapters 8-13, we update the timely industry economic revitalization plan of the country-wise government.


    Key players in the global Computer Vision Software market covered in Chapter 5:

    ViSenze

    Sighthound

    Umbo CV

    Deep Vision AI Inc.

    Algolux


    In Chapter 6, on the basis of types, the Computer Vision Software market from 2015 to 2025 is primarily split into:

    Deep Learning

    Traditional Software


    In Chapter 7, on the basis of applications, the Computer Vision Software market from 2015 to 2025 covers:

    Automotive

    Electronics and Semiconductor

    Glass

    Metals

    Wood and Paper

    Food and Packaging

    Others


    Geographically, the detailed analysis of consumption, revenue, market share and growth rate, historic and forecast (2015-2025) of the following regions are covered in Chapter 8-13:

    North America (Covered in Chapter 9)

    United States

    Canada

    Mexico

    Europe (Covered in Chapter 10)

    Germany

    UK

    France

    Italy

    Spain

    Russia

    Others

    Asia-Pacific (Covered in Chapter 11)

    China

    Japan

    South Korea

    Australia

    India

    South America (Covered in Chapter 12)

    Brazil

    Argentina

    Columbia

    Middle East and Africa (Covered in Chapter 13)

    UAE

    Egypt

    South Africa


    Years considered for this report:

    Historical Years: 2015-2019

    Base Year: 2019

    Estimated Year: 2020

    Forecast Period: 2020-2025

     

  • With tables and figures helping analyze worldwide Global Computer Vision Software market, this research provides key statistics on the state of the industry and is a valuable source of guidance and direction for companies and individuals interested in the market.

    Table of Content

    1 Market Overview

    1.1 Product Definition and Market Characteristics

    1.2 Global Computer Vision Software Market Size

    1.3 Market Segmentation

    1.4 Global Macroeconomic Analysis

    1.5 SWOT Analysis


    2. Market Dynamics

    2.1 Market Drivers

    2.2 Market Constraints and Challenges

    2.3 Emerging Market Trends

    2.4 Impact of COVID-19

    2.4.1 Short-term Impact
    2.4.2 Long-term Impact

    3 Associated Industry Assessment

    3.1 Supply Chain Analysis

    3.2 Industry Active Participants

    3.2.1 Suppliers of Raw Materials
    3.2.2 Key Distributors/Retailers

    3.3 Alternative Analysis

    3.4 The Impact of Covid-19 From the Perspective of Industry Chain


    4 Market Competitive Landscape

    4.1 Industry Leading Players

    4.2 Industry News

    4.2.1 Key Product Launch News
    4.2.2 M&A and Expansion Plans

    5 Analysis of Leading Companies

    5.1 ViSenze

    5.1.1 ViSenze Company Profile
    5.1.2 ViSenze Business Overview
    5.1.3 ViSenze Computer Vision Software Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
    5.1.4 ViSenze Computer Vision Software Products Introduction

    5.2 Sighthound

    5.2.1 Sighthound Company Profile
    5.2.2 Sighthound Business Overview
    5.2.3 Sighthound Computer Vision Software Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
    5.2.4 Sighthound Computer Vision Software Products Introduction

    5.3 Umbo CV

    5.3.1 Umbo CV Company Profile
    5.3.2 Umbo CV Business Overview
    5.3.3 Umbo CV Computer Vision Software Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
    5.3.4 Umbo CV Computer Vision Software Products Introduction

    5.4 Deep Vision AI Inc.

    5.4.1 Deep Vision AI Inc. Company Profile
    5.4.2 Deep Vision AI Inc. Business Overview
    5.4.3 Deep Vision AI Inc. Computer Vision Software Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
    5.4.4 Deep Vision AI Inc. Computer Vision Software Products Introduction

    5.5 Algolux

    5.5.1 Algolux Company Profile
    5.5.2 Algolux Business Overview
    5.5.3 Algolux Computer Vision Software Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
    5.5.4 Algolux Computer Vision Software Products Introduction

    6 Market Analysis and Forecast, By Product Types

    6.1 Global Computer Vision Software Sales, Revenue and Market Share by Types (2015-2020)

    6.1.1 Global Computer Vision Software Sales and Market Share by Types (2015-2020)
    6.1.2 Global Computer Vision Software Revenue and Market Share by Types (2015-2020)
    6.1.3 Global Computer Vision Software Price by Types (2015-2020)

    6.2 Global Computer Vision Software Market Forecast by Types (2020-2025)

    6.2.1 Global Computer Vision Software Market Forecast Sales and Market Share by Types (2020-2025)
    6.2.2 Global Computer Vision Software Market Forecast Revenue and Market Share by Types (2020-2025)

    6.3 Global Computer Vision Software Sales, Price and Growth Rate by Types (2015-2020)

    6.3.1 Global Computer Vision Software Sales, Price and Growth Rate of Deep Learning
    6.3.2 Global Computer Vision Software Sales, Price and Growth Rate of Traditional Software

    6.4 Global Computer Vision Software Market Revenue and Sales Forecast, by Types (2020-2025)

    6.4.1 Deep Learning Market Revenue and Sales Forecast (2020-2025)
    6.4.2 Traditional Software Market Revenue and Sales Forecast (2020-2025)

    7 Market Analysis and Forecast, By Applications

    7.1 Global Computer Vision Software Sales, Revenue and Market Share by Applications (2015-2020)

    7.1.1 Global Computer Vision Software Sales and Market Share by Applications (2015-2020)
    7.1.2 Global Computer Vision Software Revenue and Market Share by Applications (2015-2020)

    7.2 Global Computer Vision Software Market Forecast by Applications (2020-2025)

    7.2.1 Global Computer Vision Software Market Forecast Sales and Market Share by Applications (2020-2025)
    7.2.2 Global Computer Vision Software Market Forecast Revenue and Market Share by Applications (2020-2025)

    7.3 Global Revenue, Sales and Growth Rate by Applications (2015-2020)

    7.3.1 Global Computer Vision Software Revenue, Sales and Growth Rate of Automotive (2015-2020)
    7.3.2 Global Computer Vision Software Revenue, Sales and Growth Rate of Electronics and Semiconductor (2015-2020)
    7.3.3 Global Computer Vision Software Revenue, Sales and Growth Rate of Glass (2015-2020)
    7.3.4 Global Computer Vision Software Revenue, Sales and Growth Rate of Metals (2015-2020)
    7.3.5 Global Computer Vision Software Revenue, Sales and Growth Rate of Wood and Paper (2015-2020)
    7.3.6 Global Computer Vision Software Revenue, Sales and Growth Rate of Food and Packaging (2015-2020)
    7.3.7 Global Computer Vision Software Revenue, Sales and Growth Rate of Others (2015-2020)

    7.4 Global Computer Vision Software Market Revenue and Sales Forecast, by Applications (2020-2025)

    7.4.1 Automotive Market Revenue and Sales Forecast (2020-2025)
    7.4.2 Electronics and Semiconductor Market Revenue and Sales Forecast (2020-2025)
    7.4.3 Glass Market Revenue and Sales Forecast (2020-2025)
    7.4.4 Metals Market Revenue and Sales Forecast (2020-2025)
    7.4.5 Wood and Paper Market Revenue and Sales Forecast (2020-2025)
    7.4.6 Food and Packaging Market Revenue and Sales Forecast (2020-2025)
    7.4.7 Others Market Revenue and Sales Forecast (2020-2025)

    8 Market Analysis and Forecast, By Regions

    8.1 Global Computer Vision Software Sales by Regions (2015-2020)

    8.2 Global Computer Vision Software Market Revenue by Regions (2015-2020)

    8.3 Global Computer Vision Software Market Forecast by Regions (2020-2025)


    9 North America Computer Vision Software Market Analysis

    9.1 Market Overview and Prospect Analysis

    9.2 North America Computer Vision Software Market Sales and Growth Rate (2015-2020)

    9.3 North America Computer Vision Software Market Revenue and Growth Rate (2015-2020)

    9.4 North America Computer Vision Software Market Forecast

    9.5 The Influence of COVID-19 on North America Market

    9.6 North America Computer Vision Software Market Analysis by Country

    9.6.1 U.S. Computer Vision Software Sales and Growth Rate
    9.6.2 Canada Computer Vision Software Sales and Growth Rate
    9.6.3 Mexico Computer Vision Software Sales and Growth Rate

    10 Europe Computer Vision Software Market Analysis

    10.1 Market Overview and Prospect Analysis

    10.2 Europe Computer Vision Software Market Sales and Growth Rate (2015-2020)

    10.3 Europe Computer Vision Software Market Revenue and Growth Rate (2015-2020)

    10.4 Europe Computer Vision Software Market Forecast

    10.5 The Influence of COVID-19 on Europe Market

    10.6 Europe Computer Vision Software Market Analysis by Country

    10.6.1 Germany Computer Vision Software Sales and Growth Rate
    10.6.2 United Kingdom Computer Vision Software Sales and Growth Rate
    10.6.3 France Computer Vision Software Sales and Growth Rate
    10.6.4 Italy Computer Vision Software Sales and Growth Rate
    10.6.5 Spain Computer Vision Software Sales and Growth Rate
    10.6.6 Russia Computer Vision Software Sales and Growth Rate

    11 Asia-Pacific Computer Vision Software Market Analysis

    11.1 Market Overview and Prospect Analysis

    11.2 Asia-Pacific Computer Vision Software Market Sales and Growth Rate (2015-2020)

    11.3 Asia-Pacific Computer Vision Software Market Revenue and Growth Rate (2015-2020)

    11.4 Asia-Pacific Computer Vision Software Market Forecast

    11.5 The Influence of COVID-19 on Asia Pacific Market

    11.6 Asia-Pacific Computer Vision Software Market Analysis by Country

    11.6.1 China Computer Vision Software Sales and Growth Rate
    11.6.2 Japan Computer Vision Software Sales and Growth Rate
    11.6.3 South Korea Computer Vision Software Sales and Growth Rate
    11.6.4 Australia Computer Vision Software Sales and Growth Rate
    11.6.5 India Computer Vision Software Sales and Growth Rate

    12 South America Computer Vision Software Market Analysis

    12.1 Market Overview and Prospect Analysis

    12.2 South America Computer Vision Software Market Sales and Growth Rate (2015-2020)

    12.3 South America Computer Vision Software Market Revenue and Growth Rate (2015-2020)

    12.4 South America Computer Vision Software Market Forecast

    12.5 The Influence of COVID-19 on South America Market

    12.6 South America Computer Vision Software Market Analysis by Country

    12.6.1 Brazil Computer Vision Software Sales and Growth Rate
    12.6.2 Argentina Computer Vision Software Sales and Growth Rate
    12.6.3 Columbia Computer Vision Software Sales and Growth Rate

    13 Middle East and Africa Computer Vision Software Market Analysis

    13.1 Market Overview and Prospect Analysis

    13.2 Middle East and Africa Computer Vision Software Market Sales and Growth Rate (2015-2020)

    13.3 Middle East and Africa Computer Vision Software Market Revenue and Growth Rate (2015-2020)

    13.4 Middle East and Africa Computer Vision Software Market Forecast

    13.5 The Influence of COVID-19 on Middle East and Africa Market

    13.6 Middle East and Africa Computer Vision Software Market Analysis by Country

    13.6.1 UAE Computer Vision Software Sales and Growth Rate
    13.6.2 Egypt Computer Vision Software Sales and Growth Rate
    13.6.3 South Africa Computer Vision Software Sales and Growth Rate

    14 Conclusions and Recommendations

    14.1 Key Market Findings and Prospects

    14.2 Advice for Investors


    15 Appendix

    15.1 Methodology

    15.2 Research Data Source


    List of Tables and Figures
    Figure Product Picture
    Figure Global Computer Vision Software Market Size and Growth Rate 2015-2025
    Table Computer Vision Software Key Market Segments
    Figure Global Computer Vision Software Market Revenue ($) Segment by Type from 2015-2020
    Figure Global Computer Vision Software Market Revenue ($) Segment by Applications from 2015-2020
    Table SWOT Analysis
    Figure Global COVID-19 Status
    Figure Supply Chain
    Table Major Players Headquarters, and Service Area of Computer Vision Software
    Table Major Players Revenue in 2019
    Figure Major Players Revenue Share in 2019
    Table ViSenze Company Profile
    Table ViSenze Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
    Figure ViSenze Production and Growth Rate
    Figure ViSenze Market Revenue ($) Market Share 2015-2020
    Table Sighthound Company Profile
    Table Sighthound Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
    Figure Sighthound Production and Growth Rate
    Figure Sighthound Market Revenue ($) Market Share 2015-2020
    Table Umbo CV Company Profile
    Table Umbo CV Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
    Figure Umbo CV Production and Growth Rate
    Figure Umbo CV Market Revenue ($) Market Share 2015-2020
    Table Deep Vision AI Inc. Company Profile
    Table Deep Vision AI Inc. Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
    Figure Deep Vision AI Inc. Production and Growth Rate
    Figure Deep Vision AI Inc. Market Revenue ($) Market Share 2015-2020
    Table Algolux Company Profile
    Table Algolux Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
    Figure Algolux Production and Growth Rate
    Figure Algolux Market Revenue ($) Market Share 2015-2020
    Table Global Computer Vision Software Sales by Types (2015-2020)
    Table Global Computer Vision Software Sales Share by Types (2015-2020)
    Table Global Computer Vision Software Revenue ($) by Types (2015-2020)
    Table Global Computer Vision Software Revenue Share by Types (2015-2020)
    Table Global Computer Vision Software Price ($) by Types (2015-2020)
    Table Global Computer Vision Software Market Forecast Sales by Types (2020-2025)
    Table Global Computer Vision Software Market Forecast Sales Share by Types (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue ($) by Types (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue Share by Types (2020-2025)
    Figure Global Deep Learning Sales and Growth Rate (2015-2020)
    Figure Global Deep Learning Price (2015-2020)
    Figure Global Traditional Software Sales and Growth Rate (2015-2020)
    Figure Global Traditional Software Price (2015-2020)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Deep Learning (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Deep Learning (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Traditional Software (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Traditional Software (2020-2025)
    Table Global Computer Vision Software Sales by Applications (2015-2020)
    Table Global Computer Vision Software Sales Share by Applications (2015-2020)
    Table Global Computer Vision Software Revenue ($) by Applications (2015-2020)
    Table Global Computer Vision Software Revenue Share by Applications (2015-2020)
    Table Global Computer Vision Software Market Forecast Sales by Applications (2020-2025)
    Table Global Computer Vision Software Market Forecast Sales Share by Applications (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue ($) by Applications (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue Share by Applications (2020-2025)
    Figure Global Automotive Sales and Growth Rate (2015-2020)
    Figure Global Automotive Price (2015-2020)
    Figure Global Electronics and Semiconductor Sales and Growth Rate (2015-2020)
    Figure Global Electronics and Semiconductor Price (2015-2020)
    Figure Global Glass Sales and Growth Rate (2015-2020)
    Figure Global Glass Price (2015-2020)
    Figure Global Metals Sales and Growth Rate (2015-2020)
    Figure Global Metals Price (2015-2020)
    Figure Global Wood and Paper Sales and Growth Rate (2015-2020)
    Figure Global Wood and Paper Price (2015-2020)
    Figure Global Food and Packaging Sales and Growth Rate (2015-2020)
    Figure Global Food and Packaging Price (2015-2020)
    Figure Global Others Sales and Growth Rate (2015-2020)
    Figure Global Others Price (2015-2020)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Automotive (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Automotive (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Electronics and Semiconductor (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Electronics and Semiconductor (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Glass (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Glass (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Metals (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Metals (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Wood and Paper (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Wood and Paper (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Food and Packaging (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Food and Packaging (2020-2025)
    Figure Global Computer Vision Software Market Revenue ($) and Growth Rate Forecast of Others (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate Forecast of Others (2020-2025)
    Figure Global Computer Vision Software Sales and Growth Rate (2015-2020)
    Table Global Computer Vision Software Sales by Regions (2015-2020)
    Table Global Computer Vision Software Sales Market Share by Regions (2015-2020)
    Figure Global Computer Vision Software Sales Market Share by Regions in 2019
    Figure Global Computer Vision Software Revenue and Growth Rate (2015-2020)
    Table Global Computer Vision Software Revenue by Regions (2015-2020)
    Table Global Computer Vision Software Revenue Market Share by Regions (2015-2020)
    Figure Global Computer Vision Software Revenue Market Share by Regions in 2019
    Table Global Computer Vision Software Market Forecast Sales by Regions (2020-2025)
    Table Global Computer Vision Software Market Forecast Sales Share by Regions (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue ($) by Regions (2020-2025)
    Table Global Computer Vision Software Market Forecast Revenue Share by Regions (2020-2025)
    Figure North America Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure North America Computer Vision Software Market Revenue and Growth Rate (2015-2020)
    Figure North America Computer Vision Software Market Forecast Sales (2020-2025)
    Figure North America Computer Vision Software Market Forecast Revenue ($) (2020-2025)
    Figure North America COVID-19 Status
    Figure U.S. Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Canada Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Mexico Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Europe Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Europe Computer Vision Software Market Revenue and Growth Rate (2015-2020)
    Figure Europe Computer Vision Software Market Forecast Sales (2020-2025)
    Figure Europe Computer Vision Software Market Forecast Revenue ($) (2020-2025)
    Figure Europe COVID-19 Status
    Figure Germany Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure United Kingdom Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure France Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Italy Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Spain Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Russia Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Asia-Pacific Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Asia-Pacific Computer Vision Software Market Revenue and Growth Rate (2015-2020)
    Figure Asia-Pacific Computer Vision Software Market Forecast Sales (2020-2025)
    Figure Asia-Pacific Computer Vision Software Market Forecast Revenue ($) (2020-2025)
    Figure Asia Pacific COVID-19 Status
    Figure China Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Japan Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure South Korea Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Australia Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure India Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure South America Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure South America Computer Vision Software Market Revenue and Growth Rate (2015-2020)
    Figure South America Computer Vision Software Market Forecast Sales (2020-2025)
    Figure South America Computer Vision Software Market Forecast Revenue ($) (2020-2025)
    Figure Brazil Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Argentina Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Columbia Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Middle East and Africa Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Middle East and Africa Computer Vision Software Market Revenue and Growth Rate (2015-2020)
    Figure Middle East and Africa Computer Vision Software Market Forecast Sales (2020-2025)
    Figure Middle East and Africa Computer Vision Software Market Forecast Revenue ($) (2020-2025)
    Figure UAE Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure Egypt Computer Vision Software Market Sales and Growth Rate (2015-2020)
    Figure South Africa Computer Vision Software Market Sales and Growth Rate (2015-2020)

     

  • The Global Computer Vision Software Market has been segregated into various crucial divisions including applications, types, and regions. Each market segment is intensively studied in the report contemplating its market acceptance, worthiness, demand, and growth prospects. The segmentation analysis will help the client to customize their marketing approach to have a better command of each segment and to identify the most prospective customer base.

    Report Objectives / Segmentation Covered :
    By Companies / players:
      By Regions:
        By Type:
          By Application:
          Frequently asked questions(FAQ's):
          What gaps and opportunities are seen in the Global Computer Vision Software Market?

          The flow of investment into the Global Computer Vision Software Market, which is utilizing technologies to drive efficiency and high volume, clearly shows the market opportunity.

          What is the market value of the Global Computer Vision Software Industry?

          In 2023, the Global Computer Vision Software Market share exceeded USD xx million. Between 2024 and 2029, it will grow at a CAGR of yy%.

          What are the advantages of the Global Computer Vision Software Market research study?

          The Global Computer Vision Software Market research study aids businesses in strategic planning so that they may realize and gain business value from their growth strategies.

          How does the Global Computer Vision Software Market study reflects the current scenario?

          The Global Computer Vision Software study focuses on shifting market dynamics, geopolitical and regulatory regulations, and key players' strategies to carefully analyze demand at risk across multiple industry categories.

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