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COVID-19 Impact on Artificial intelligence (AI) in Supply Chain and Logistics:

The World Health Organization declared the COVID-19 virus outbreak in December 2019 to be a public health emergency. The disease has spread to over 100 nations and resulted in tremendous deaths all across the world. Global industrial, tourism and financial markets have been particularly heavily damaged. The downward pressure on the global economy, which had previously shown signs of recovery, has grown once more. The spread of the virus has added dangerous factors to the global economy's already sluggish development. Various international agencies have stated that the global economy is experiencing its most difficult moment since the financial crisis. The global economic situation is bleak. The global economic situation is bleak. The coronavirus's negative global effects are already evident, and they will have a considerable impact on the Artificial intelligence (AI) in Supply Chain and Logistics in 2020.

Market Segments

The authors of this research report have explored the key segments: Type and Application. The report offers an in-depth breakdown of type and application segments and their sub-segments. The lucrativeness and growth potential have been looked into by the industry experts in this report. This section of the report also provides sales and revenue forecast data by type and application segments based on sales, price, and revenue for the period 2016-2027. The specialists, to broaden the understanding of the users, have done value chain and raw material analysis in this section.

By Product Type, Artificial intelligence (AI) in Supply Chain and Logistics has been segmented into:

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Regions and Countries Level Analysis:

North America, Europe, Asia Pacific, Latin America, and the Middle East, and Africa were the regions analyzed by the experts. This section contains data about each region's and country's potential for growth. This data will aid players in identifying lucrative places and planning their future activities and investments accordingly. The market size and demand numbers for each region and country for the period 2016-2020 will also be available to the readers.

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Competitive Outlook

The analysts have conducted a thorough examination of the major competitors in the market and the methods they are employing to combat the strong competition in this section of the report. This section also includes company profiles and share analyses for the major companies. In addition, the experts conducted a comprehensive SWOT analysis of each player. They've also published manufacturers' sales and revenue data for the years 2016 through 2021. With the help of this report, key players, stakeholders, and other participants will be able to remain on top of recent and upcoming business changes, allowing them to make more informed decisions.

Table of Content

1 Market Overview

1.1 Product Definition and Market Characteristics

1.2 Global Artificial intelligence (AI) in Supply Chain and Logistics 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 Alibaba

5.1.1 Alibaba Company Profile

5.1.2 Alibaba Business Overview

5.1.3 Alibaba Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.1.4 Alibaba Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.2 Tencent

5.2.1 Tencent Company Profile

5.2.2 Tencent Business Overview

5.2.3 Tencent Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.2.4 Tencent Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.3 Facebook

5.3.1 Facebook Company Profile

5.3.2 Facebook Business Overview

5.3.3 Facebook Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.3.4 Facebook Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.4 IBM

5.4.1 IBM Company Profile

5.4.2 IBM Business Overview

5.4.3 IBM Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.4.4 IBM Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.5 Google

5.5.1 Google Company Profile

5.5.2 Google Business Overview

5.5.3 Google Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.5.4 Google Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.6 Baidu

5.6.1 Baidu Company Profile

5.6.2 Baidu Business Overview

5.6.3 Baidu Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.6.4 Baidu Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.7 Microsoft Corporation

5.7.1 Microsoft Corporation Company Profile

5.7.2 Microsoft Corporation Business Overview

5.7.3 Microsoft Corporation Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.7.4 Microsoft Corporation Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.8 Oracle Corporation

5.8.1 Oracle Corporation Company Profile

5.8.2 Oracle Corporation Business Overview

5.8.3 Oracle Corporation Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.8.4 Oracle Corporation Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.9 SAP

5.9.1 SAP Company Profile

5.9.2 SAP Business Overview

5.9.3 SAP Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.9.4 SAP Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

5.10 Amazon Web Services Inc

5.10.1 Amazon Web Services Inc Company Profile

5.10.2 Amazon Web Services Inc Business Overview

5.10.3 Amazon Web Services Inc Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)

5.10.4 Amazon Web Services Inc Artificial intelligence (AI) in Supply Chain and Logistics Products Introduction

6 Market Analysis and Forecast, By Product Types

6.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue and Market Share by Types (2015-2020)

6.1.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Market Share by Types (2015-2020)

6.1.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue and Market Share by Types (2015-2020)

6.1.3 Global Artificial intelligence (AI) in Supply Chain and Logistics Price by Types (2015-2020)

6.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast by Types (2020-2025)

6.2.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales and Market Share by Types (2020-2025)

6.2.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue and Market Share by Types (2020-2025)

6.3 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Price and Growth Rate by Types (2015-2020)

6.3.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Price and Growth Rate of Artificial neural networks

6.3.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Price and Growth Rate of Machine learning

6.3.3 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Price and Growth Rate of Other

6.4 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Sales Forecast, by Types (2020-2025)

6.4.1 Artificial neural networks Market Revenue and Sales Forecast (2020-2025)

6.4.2 Machine learning Market Revenue and Sales Forecast (2020-2025)

6.4.3 Other Market Revenue and Sales Forecast (2020-2025)

7 Market Analysis and Forecast, By Applications

7.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales, Revenue and Market Share by Applications (2015-2020)

7.1.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Market Share by Applications (2015-2020)

7.1.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue and Market Share by Applications (2015-2020)

7.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast by Applications (2020-2025)

7.2.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales and Market Share by Applications (2020-2025)

7.2.2 Global Artificial intelligence (AI) in Supply Chain and Logistics 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 Artificial intelligence (AI) in Supply Chain and Logistics Revenue, Sales and Growth Rate of Inventory control and planning (2015-2020)

7.3.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue, Sales and Growth Rate of Transportation network design (2015-2020)

7.3.3 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue, Sales and Growth Rate of Purchasing and supply management (2015-2020)

7.3.4 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue, Sales and Growth Rate of Demand planning and forecasting (2015-2020)

7.3.5 Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue, Sales and Growth Rate of Other (2015-2020)

7.4 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Sales Forecast, by Applications (2020-2025)

7.4.1 Inventory control and planning Market Revenue and Sales Forecast (2020-2025)

7.4.2 Transportation network design Market Revenue and Sales Forecast (2020-2025)

7.4.3 Purchasing and supply management Market Revenue and Sales Forecast (2020-2025)

7.4.4 Demand planning and forecasting Market Revenue and Sales Forecast (2020-2025)

7.4.5 Other Market Revenue and Sales Forecast (2020-2025)

8 Market Analysis and Forecast, By Regions

8.1 Global Artificial intelligence (AI) in Supply Chain and Logistics Sales by Regions (2015-2020)

8.2 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue by Regions (2015-2020)

8.3 Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast by Regions (2020-2025)

9 North America Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis

9.1 Market Overview and Prospect Analysis

9.2 North America Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

9.3 North America Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

9.4 North America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast

9.5 The Influence of COVID-19 on North America Market

9.6 North America Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis by Country

9.6.1 U.S. Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

9.6.2 Canada Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

9.6.3 Mexico Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10 Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis

10.1 Market Overview and Prospect Analysis

10.2 Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

10.3 Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

10.4 Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast

10.5 The Influence of COVID-19 on Europe Market

10.6 Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis by Country

10.6.1 Germany Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10.6.2 United Kingdom Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10.6.3 France Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10.6.4 Italy Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10.6.5 Spain Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

10.6.6 Russia Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

11 Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis

11.1 Market Overview and Prospect Analysis

11.2 Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

11.3 Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

11.4 Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast

11.5 The Influence of COVID-19 on Asia Pacific Market

11.6 Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis by Country

11.6.1 China Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

11.6.2 Japan Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

11.6.3 South Korea Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

11.6.4 Australia Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

11.6.5 India Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

12 South America Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis

12.1 Market Overview and Prospect Analysis

12.2 South America Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

12.3 South America Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

12.4 South America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast

12.5 The Influence of COVID-19 on South America Market

12.6 South America Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis by Country

12.6.1 Brazil Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

12.6.2 Argentina Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

12.6.3 Columbia Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

13 Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis

13.1 Market Overview and Prospect Analysis

13.2 Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

13.3 Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

13.4 Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast

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

13.6 Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Analysis by Country

13.6.1 UAE Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

13.6.2 Egypt Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate

13.6.3 South Africa Artificial intelligence (AI) in Supply Chain and Logistics 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 Artificial intelligence (AI) in Supply Chain and Logistics Market Size and Growth Rate 2015-2025

Table Artificial intelligence (AI) in Supply Chain and Logistics Key Market Segments

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) Segment by Type from 2015-2020

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics 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 Artificial intelligence (AI) in Supply Chain and Logistics

Table Major Players Revenue in 2019

Figure Major Players Revenue Share in 2019

Table Alibaba Company Profile

Table Alibaba Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Alibaba Production and Growth Rate

Figure Alibaba Market Revenue ($) Market Share 2015-2020

Table Tencent Company Profile

Table Tencent Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Tencent Production and Growth Rate

Figure Tencent Market Revenue ($) Market Share 2015-2020

Table Facebook Company Profile

Table Facebook Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Facebook Production and Growth Rate

Figure Facebook Market Revenue ($) Market Share 2015-2020

Table IBM Company Profile

Table IBM Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure IBM Production and Growth Rate

Figure IBM Market Revenue ($) Market Share 2015-2020

Table Google Company Profile

Table Google Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Google Production and Growth Rate

Figure Google Market Revenue ($) Market Share 2015-2020

Table Baidu Company Profile

Table Baidu Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Baidu Production and Growth Rate

Figure Baidu Market Revenue ($) Market Share 2015-2020

Table Microsoft Corporation Company Profile

Table Microsoft Corporation Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Microsoft Corporation Production and Growth Rate

Figure Microsoft Corporation Market Revenue ($) Market Share 2015-2020

Table Oracle Corporation Company Profile

Table Oracle Corporation Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Oracle Corporation Production and Growth Rate

Figure Oracle Corporation Market Revenue ($) Market Share 2015-2020

Table SAP Company Profile

Table SAP Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure SAP Production and Growth Rate

Figure SAP Market Revenue ($) Market Share 2015-2020

Table Amazon Web Services Inc Company Profile

Table Amazon Web Services Inc Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)

Figure Amazon Web Services Inc Production and Growth Rate

Figure Amazon Web Services Inc Market Revenue ($) Market Share 2015-2020

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales by Types (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales Share by Types (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue ($) by Types (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue Share by Types (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Price ($) by Types (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales by Types (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales Share by Types (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) by Types (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue Share by Types (2020-2025)

Figure Global Artificial neural networks Sales and Growth Rate (2015-2020)

Figure Global Artificial neural networks Price (2015-2020)

Figure Global Machine learning Sales and Growth Rate (2015-2020)

Figure Global Machine learning Price (2015-2020)

Figure Global Other Sales and Growth Rate (2015-2020)

Figure Global Other Price (2015-2020)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Artificial neural networks (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Artificial neural networks (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Machine learning (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Machine learning (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Other (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Other (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales by Applications (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales Share by Applications (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue ($) by Applications (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue Share by Applications (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales by Applications (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales Share by Applications (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) by Applications (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue Share by Applications (2020-2025)

Figure Global Inventory control and planning Sales and Growth Rate (2015-2020)

Figure Global Inventory control and planning Price (2015-2020)

Figure Global Transportation network design Sales and Growth Rate (2015-2020)

Figure Global Transportation network design Price (2015-2020)

Figure Global Purchasing and supply management Sales and Growth Rate (2015-2020)

Figure Global Purchasing and supply management Price (2015-2020)

Figure Global Demand planning and forecasting Sales and Growth Rate (2015-2020)

Figure Global Demand planning and forecasting Price (2015-2020)

Figure Global Other Sales and Growth Rate (2015-2020)

Figure Global Other Price (2015-2020)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Inventory control and planning (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Inventory control and planning (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Transportation network design (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Transportation network design (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Purchasing and supply management (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Purchasing and supply management (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Demand planning and forecasting (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Demand planning and forecasting (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue ($) and Growth Rate Forecast of Other (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate Forecast of Other (2020-2025)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales and Growth Rate (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales by Regions (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Sales Market Share by Regions (2015-2020)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Sales Market Share by Regions in 2019

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue and Growth Rate (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue by Regions (2015-2020)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue Market Share by Regions (2015-2020)

Figure Global Artificial intelligence (AI) in Supply Chain and Logistics Revenue Market Share by Regions in 2019

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales by Regions (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales Share by Regions (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) by Regions (2020-2025)

Table Global Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue Share by Regions (2020-2025)

Figure North America Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure North America Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

Figure North America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales (2020-2025)

Figure North America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) (2020-2025)

Figure North America COVID-19 Status

Figure U.S. Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Canada Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Mexico Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

Figure Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales (2020-2025)

Figure Europe Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) (2020-2025)

Figure Europe COVID-19 Status

Figure Germany Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure United Kingdom Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure France Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Italy Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Spain Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Russia Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

Figure Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales (2020-2025)

Figure Asia-Pacific Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) (2020-2025)

Figure Asia Pacific COVID-19 Status

Figure China Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Japan Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure South Korea Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Australia Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure India Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure South America Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure South America Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

Figure South America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales (2020-2025)

Figure South America Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) (2020-2025)

Figure Brazil Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Argentina Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Columbia Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Revenue and Growth Rate (2015-2020)

Figure Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Sales (2020-2025)

Figure Middle East and Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Forecast Revenue ($) (2020-2025)

Figure UAE Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure Egypt Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Figure South Africa Artificial intelligence (AI) in Supply Chain and Logistics Market Sales and Growth Rate (2015-2020)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)