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2024 年採購中生成式 AI 的全球市場報告

Generative AI In Procurement Global Market Report 2024

出版日期: 2024年06月24日 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

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簡介目錄

採購領域的生成人工智慧 (AI) 市場規模預計將在未來幾年呈指數級成長。 2028年，這一數字將以29.0%的複合年成長率成長至4.3億美元。預測期間的預期成長可歸因於雲端運算的採用增加、物聯網和巨量資料的整合、行業特定解決方案的擴展、對永續性的重視以及自主採購的出現。預測期內預期的主要趨勢包括人工智慧主導的預測分析、自主採購、動態價格最佳化、對話式人工智慧介面和多模態資料融合。

在可預見的未來，對雲端服務不斷成長的需求將推動採購領域的生成式人工智慧 (AI) 市場的擴張。雲端服務包括透過網際網路存取並由雲端處理供應商提供的儲存、資料庫和軟體等運算服務，從而消除了對本地基礎設施的需求。在日益數位化和互聯的世界中，人們對敏捷性、創新、成本效率和競爭優勢的追求推動了對雲端服務的日益依賴。採購中的生成式人工智慧技術受益於雲端服務提供的強大運算能力和可擴展性，使企業能夠利用雲端處理基礎設施的適應性、易於存取性和成本效益，可以充分利用生成式人工智慧演算法。例如，2023 年 12 月，總部位於盧森堡的歐盟統計機構歐盟統計局預測，到 2022 年，中型企業雲端處理服務的採用率將從 2021 年的 53% 成長到 59%。因此，對雲端服務的需求不斷成長正在推動採購市場中產生人工智慧（AI）的成長。

生成式人工智慧 (AI) 採購市場的主要參與者正在開發生成式 AI 套件等創新解決方案，以增強財務和採購團隊的競爭力。用於採購的生成式人工智慧套件包含一套人工智慧驅動的工具和解決方案，旨在簡化和最佳化採購流程的各個方面。例如，2023 年 10 月，美國領先的軟體解決方案供應商 ZIP 宣布推出 Generative AI Suite，該套件透過提供先進的工具和功能徹底改變了團隊工作流程。該套件包括預測分析、自動化洞察、供應商關係管理和合約管理，將人工智慧無縫整合到請求接收、核准和合約續約工作流程中。這種整合消除了員工花費數千小時進行繁瑣的供應商合約審查以及採購請求、採購訂單和申請的容易出錯的資料輸入的情況。

採購市場中的全球生成式人工智慧 (AI)：按類型、實際和預測分類，2018-2023 年、2023-2028 年、2033 年
直接採購
間接採購
貨物採購
服務採購
全球採購中的生成人工智慧 (AI) 市場：按組織規模分類的績效和預測，2018-2023、2023-2028、2033
主要企業
中小企業
全球採購中的生成人工智慧 (AI) 市場：按應用、績效和預測，2018-2023、2023-2028、2033
供應商識別
產品或服務推薦
談判支持
風險評估
合約分析
詐欺識別
預測模型
其他用途

第 7 章區域/國家分析

全球採購市場中的生成式人工智慧 (AI)：按地區、績效和預測，2018-2023、2023-2028F、2033
採購市場中的全球生成人工智慧（AI）：按國家、績效和預測，2018-2023、2023-2028F、2033

第8章亞太市場

第9章中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章義大利市場

第20章西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章加拿大市場

第26章南美洲市場

第27章巴西市場

第28章中東市場

第29章非洲市場

第30章競爭格局及公司概況

採購中產生人工智慧（AI）市場的競爭格局
採購市場中的生成式人工智慧 (AI) 公司簡介
- Google LLC
- Microsoft Corporation
- Dell Technologies Inc.
- Amazon Web Services Inc.
- International Business Machines Corporation（IBM）

第31章其他大型創新企業

Oracle Corporation
Jabil Optics Germany GmbH
SAP SE
Genpact Limited
GEP Worldwide
Zoho Corporation Pvt. Ltd.
Coupa Software Inc.
Basware Corporation
Zycus Inc.
Jaggaer Holdings Inc.
Tradeshift Holdings Inc.
Ivalua Inc.
Agiloft Inc.
Master of Code Global Inc.
Sirion Inc.

第32章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章未來展望與潛力分析

第36章附錄

簡介目錄

Product Code: r17759

Generative artificial intelligence (AI) applied in procurement refers to the utilization of AI algorithms and technologies to optimize and streamline diverse facets of the procurement process within businesses and organizations. It is employed to automate document creation, predict demand, assess suppliers, and optimize pricing, thereby enhancing efficiency and decision-making throughout procurement.

The primary categories of generative artificial intelligence (AI) in procurement include direct procurement, indirect procurement, goods procurement, and service procurement. Generative AI in direct procurement entails the use of artificial intelligence to simplify the sourcing and acquisition of goods and services directly linked to production processes, such as raw materials and machinery. Different sizes of organizations, ranging from large enterprises to small and medium enterprises, leverage these technologies for various purposes, including supplier identification, product or service recommendations, negotiation assistance, risk evaluation, contract analysis, fraud detection, predictive modeling, and more.

The generative artificial intelligence (AI) in procurement market research report is one of a series of new reports from The Business Research Company that provides generative artificial intelligence (AI) in procurement market statistics, including generative artificial intelligence (AI) in procurement industry global market size, regional shares, competitors with a generative artificial intelligence (AI) in procurement market share, detailed generative artificial intelligence (AI) in procurement market segments, market trends and opportunities, and any further data you may need to thrive in the generative artificial intelligence (AI) in procurement industry. This generative artificial intelligence (AI) in procurement market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The generative artificial intelligence (AI) in procurement market size has grown exponentially in recent years. It will grow from $0.12 billion in 2023 to $0.16 billion in 2024 at a compound annual growth rate (CAGR) of 28.7%. The expansion observed during the historical period can be attributed to heightened data availability, increasing complexity in supply chains, vendor relationships, emphasis on strategic procurement, and the proliferation of big data.

The generative artificial intelligence (AI) in procurement market size is expected to see exponential growth in the next few years. It will grow to $0.43 billion in 2028 at a compound annual growth rate (CAGR) of 29.0%. The anticipated growth in the forecast period can be credited to the increased adoption of cloud computing, integration with IoT and big data, expansion of industry-specific solutions, emphasis on sustainability, and the emergence of autonomous procurement. Key trends expected in the forecast period encompass AI-driven predictive analytics, autonomous procurement, dynamic pricing optimization, conversational AI interfaces, and multi-modal data fusion.

The increasing demand for cloud services is poised to drive the expansion of generative artificial intelligence (AI) within the procurement market in the foreseeable future. Cloud services, which encompass computing services accessed via the internet, including storage, databases, and software, are offered by cloud computing providers, eliminating the need for on-premises infrastructure. The growing reliance on cloud services is fueled by the pursuit of agility, innovation, cost efficiencies, and competitive advantages in an increasingly digital and interconnected global landscape. Generative AI technology in procurement benefits from the robust computational capabilities and scalability provided by cloud services, enabling companies to fully leverage generative AI algorithms while capitalizing on the adaptable, easily accessible, and cost-effective nature of cloud computing infrastructure. For instance, Eurostat, the Luxembourg-based statistical office of the European Union, reported in December 2023 that the adoption rate of cloud computing services among medium-sized enterprises rose to 59% in 2022 from 53% in 2021. Hence, the growing need for cloud services is propelling the growth of generative artificial intelligence (AI) in the procurement market.

Key players in the generative artificial intelligence (AI) procurement market are developing innovative solutions such as the generative AI Suite to enhance the competitive edge of finance and procurement teams. A generative AI suite for procurement encompasses a suite of AI-powered tools and solutions aimed at streamlining and optimizing various facets of the procurement process. For instance, in October 2023, ZIP, a US-based provider of cutting-edge software solutions, unveiled its Generative AI Suite, revolutionizing team workflows by offering advanced tools and capabilities. The suite includes predictive analytics, automated insights, supplier relationship management, and contract management, seamlessly integrating AI into request intake, approval, and contract renewal workflows. This integration eliminates the need for thousands of hours that employees would otherwise spend on labor-intensive vendor contract reviews and error-prone data entry for purchase requests, purchase orders, and invoices.

In November 2022, Simfoni Limited, a US-based software company, acquired Xeeva, Inc. for an undisclosed sum, enhancing its procurement and spend management solution offerings. This acquisition expands Simfoni's capabilities, allowing it to provide more comprehensive solutions to its clients. Xeeva, Inc., a US-based company specializing in AI and intelligent cloud-based procurement and spend management technologies, adds significant value to Simfoni's portfolio.

Major companies operating in the generative AI in procurement market are Google LLC, Microsoft Corporation, Dell Technologies Inc., Amazon Web Services Inc., International Business Machines Corporation (IBM), Oracle Corporation, Jabil Optics Germany GmbH, SAP SE, Genpact Limited, GEP Worldwide, Zoho Corporation Pvt. Ltd., Coupa Software Inc., Basware Corporation, Zycus Inc., Jaggaer Holdings Inc., Tradeshift Holdings Inc., Ivalua Inc., Agiloft Inc., Master of Code Global Inc., Sirion Inc., Scoutbee GmbH, Simfoni Limited, LevaData Inc., Aavenir Inc., Suplari Inc.

North America was the largest region in the generative AI in procurement market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the generative AI in procurement market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the generative AI in procurement market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The generative artificial intelligence (AI) in procurement market consists of revenues earned by entities providing services such as automated document generation, supplier selection and evaluation, contract management, supplier relationship management, and invoice and payment processing. The market value includes the value of related goods sold by the service provider or included within the service offering. The generative artificial intelligence (AI) in procurement market also includes sales of market intelligence platforms, payment automation tools, AI-powered procurement analytics platforms, blockchain-based procurement platforms, and compliance monitoring tools. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Generative Artificial Intelligence (AI) In Procurement Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on generative AI in procurement market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
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Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for generative AI in procurement? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The generative AI in procurement market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Type: Direct Procurement; Indirect Procurement; Goods Procurement; Services Procurement
2) By Organization Size: Large Enterprise; Small And Medium Enterprises
3) By Application: Supplier Identification; Product Or Service Recommendation; Negotiation Support; Risk Assessment; Contract Analysis; Fraud Detection; Predictive Modeling; Other Applications
Companies Mentioned: Google LLC; Microsoft Corporation; Dell Technologies Inc.; Amazon Web Services Inc.; International Business Machines Corporation (IBM)
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

1. Executive Summary

2. Generative Artificial Intelligence (AI) In Procurement Market Characteristics

3. Generative Artificial Intelligence (AI) In Procurement Market Trends And Strategies

4. Generative Artificial Intelligence (AI) In Procurement Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Generative Artificial Intelligence (AI) In Procurement Market Size and Growth

5.1. Global Generative Artificial Intelligence (AI) In Procurement Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Generative Artificial Intelligence (AI) In Procurement Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Generative Artificial Intelligence (AI) In Procurement Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Generative Artificial Intelligence (AI) In Procurement Market Segmentation

6.1. Global Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Direct Procurement
Indirect Procurement
Goods Procurement
Services Procurement
6.2. Global Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Large Enterprise
Small And Medium Enterprises
6.3. Global Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Supplier Identification
Product Or Service Recommendation
Negotiation Support
Risk Assessment
Contract Analysis
Fraud Detection
Predictive Modeling
Other Applications

7. Generative Artificial Intelligence (AI) In Procurement Market Regional And Country Analysis

7.1. Global Generative Artificial Intelligence (AI) In Procurement Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Generative Artificial Intelligence (AI) In Procurement Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Generative Artificial Intelligence (AI) In Procurement Market

8.1. Asia-Pacific Generative Artificial Intelligence (AI) In Procurement Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Generative Artificial Intelligence (AI) In Procurement Market

9.1. China Generative Artificial Intelligence (AI) In Procurement Market Overview
9.2. China Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Generative Artificial Intelligence (AI) In Procurement Market

10.1. India Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Generative Artificial Intelligence (AI) In Procurement Market

11.1. Japan Generative Artificial Intelligence (AI) In Procurement Market Overview
11.2. Japan Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Generative Artificial Intelligence (AI) In Procurement Market

12.1. Australia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Generative Artificial Intelligence (AI) In Procurement Market

13.1. Indonesia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Generative Artificial Intelligence (AI) In Procurement Market

14.1. South Korea Generative Artificial Intelligence (AI) In Procurement Market Overview
14.2. South Korea Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Generative Artificial Intelligence (AI) In Procurement Market

15.1. Western Europe Generative Artificial Intelligence (AI) In Procurement Market Overview
15.2. Western Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Generative Artificial Intelligence (AI) In Procurement Market

16.1. UK Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Generative Artificial Intelligence (AI) In Procurement Market

17.1. Germany Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Generative Artificial Intelligence (AI) In Procurement Market

18.1. France Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Generative Artificial Intelligence (AI) In Procurement Market

19.1. Italy Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Generative Artificial Intelligence (AI) In Procurement Market

20.1. Spain Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Generative Artificial Intelligence (AI) In Procurement Market

21.1. Eastern Europe Generative Artificial Intelligence (AI) In Procurement Market Overview
21.2. Eastern Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Generative Artificial Intelligence (AI) In Procurement Market

22.1. Russia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Generative Artificial Intelligence (AI) In Procurement Market

23.1. North America Generative Artificial Intelligence (AI) In Procurement Market Overview
23.2. North America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Generative Artificial Intelligence (AI) In Procurement Market

24.1. USA Generative Artificial Intelligence (AI) In Procurement Market Overview
24.2. USA Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Generative Artificial Intelligence (AI) In Procurement Market

25.1. Canada Generative Artificial Intelligence (AI) In Procurement Market Overview
25.2. Canada Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Generative Artificial Intelligence (AI) In Procurement Market

26.1. South America Generative Artificial Intelligence (AI) In Procurement Market Overview
26.2. South America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Generative Artificial Intelligence (AI) In Procurement Market

27.1. Brazil Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Generative Artificial Intelligence (AI) In Procurement Market

28.1. Middle East Generative Artificial Intelligence (AI) In Procurement Market Overview
28.2. Middle East Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Generative Artificial Intelligence (AI) In Procurement Market

29.1. Africa Generative Artificial Intelligence (AI) In Procurement Market Overview
29.2. Africa Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Generative Artificial Intelligence (AI) In Procurement Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Generative Artificial Intelligence (AI) In Procurement Market Competitive Landscape And Company Profiles

30.1. Generative Artificial Intelligence (AI) In Procurement Market Competitive Landscape
30.2. Generative Artificial Intelligence (AI) In Procurement Market Company Profiles
- 30.2.1. Google LLC
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Microsoft Corporation
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. Dell Technologies Inc.
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Amazon Web Services Inc.
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. International Business Machines Corporation (IBM)
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Generative Artificial Intelligence (AI) In Procurement Market Other Major And Innovative Companies

31.1. Oracle Corporation
31.2. Jabil Optics Germany GmbH
31.3. SAP SE
31.4. Genpact Limited
31.5. GEP Worldwide
31.6. Zoho Corporation Pvt. Ltd.
31.7. Coupa Software Inc.
31.8. Basware Corporation
31.9. Zycus Inc.
31.10. Jaggaer Holdings Inc.
31.11. Tradeshift Holdings Inc.
31.12. Ivalua Inc.
31.13. Agiloft Inc.
31.14. Master of Code Global Inc.
31.15. Sirion Inc.

32. Global Generative Artificial Intelligence (AI) In Procurement Market Competitive Benchmarking

33. Global Generative Artificial Intelligence (AI) In Procurement Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Generative Artificial Intelligence (AI) In Procurement Market

35. Generative Artificial Intelligence (AI) In Procurement Market Future Outlook and Potential Analysis

35.1 Generative Artificial Intelligence (AI) In Procurement Market In 2028 - Countries Offering Most New Opportunities
35.2 Generative Artificial Intelligence (AI) In Procurement Market In 2028 - Segments Offering Most New Opportunities
35.3 Generative Artificial Intelligence (AI) In Procurement Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies