AI 圖像生成器市場規模、佔有率、趨勢分析報告:按組件、最終用戶、地區、細分市場趨勢,2023-2030 年
市場調查報告書
商品編碼
1321504

AI 圖像生成器市場規模、佔有率、趨勢分析報告:按組件、最終用戶、地區、細分市場趨勢,2023-2030 年

AI Image Generator Market Size, Share & Trends Analysis Report By Component (Software, Services), By End-user (Media & Entertainment, Healthcare), By Region, And Segment Forecasts, 2023 - 2030

出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

AI 圖像生成器市場成長和趨勢

根據 Grand View Research, Inc. 的最新報告,預計2030年全球人工智慧圖像生成器市場規模將達到 10.812 億美元,2023年至2030年年複合成長率為 17.5%。

對視覺內容的需求不斷增加、人工智慧技術的進步、用例的擴展、與 AR 和 VR的整合,以及持續的研究,例如增量成長GAN 和基於風格的GAN,以生成更高品質和逼真的圖像。 AI圖像生成器行業未來的成長前景廣闊。

深度學習算法,特別是生成對抗網路(GAN),已經徹底改變了人工智慧圖像生成器領域。 GAN 允許透過使兩個神經網路相互對抗來創建高度真實、高品質的圖像。隨著深度學習技術的進步,人工智慧生成圖像的品質和真實感不斷提高,推動市場成長。

例如,2019年 8月,NVIDIA 公司宣布 StyleGAN 作為基於 GAN 的圖像生成的重大進步。 StyleGAN可以透過控製圖像風格和內容的各個方面來生成高度真實且多樣化的圖像。 StyleGAN 廣泛應用於藝術、時尚、娛樂等各種應用。透過操縱臉部特徵、服裝風格和藝術風格等屬性,可以創建獨特且具有視覺吸引力的圖像。

AI圖像生成器與AR和VR技術整合,創造身臨其境的真實體驗。這種整合可以在虛擬環境中即時生成高品質的視覺效果,促進人工智慧圖像生成器行業的發展。例如,人工智慧圖像生成器可以生成逼真的虛擬頭像或創建具有詳細紋理和外觀的虛擬對象。

遊戲、訓練模擬和虛擬旅遊等跨行業對 AR 和 VR 應用的需求可能會進一步推動人工智慧圖像生成器的採用。例如,基於VR的飛行模擬器廣泛用於飛行員培訓。這些模擬提供了真實的駕駛艙環境,允許培訓飛行員在安全且受控的虛擬環境中練習飛行機動、應急程序和儀表操作。

AI圖像生成器的用途擴展到娛樂、遊戲等傳統領域之外。時尚、室內設計、醫療保健和汽車等行業擴大使用人工智慧圖像生成器來生成逼真的產品視覺效果、模擬設計概念、補充醫學圖像並增強虛擬體驗。使用案例的多樣化將增加對人工智慧圖像生成器的需求並推動市場成長。

例如,可以開發醫療保健領域的人工智慧圖像生成器來生成逼真的醫學圖像,用於培訓目的或模擬醫療場景。同樣,在建築和室內設計中,人工智慧圖像生成器可以生成建築物和室內空間的真實感渲染。預計未來專門針對特定領域的AI圖像生成技術的發展將會取得進展。

AI 圖像生成器市場報告亮點

  • 深度學習技術,特別是生成對抗網路(GAN),在人工智慧圖像生成技術的發展中發揮著重要作用。調查方法在網路架構、學習技術和損失函數方面取得了重大進展,以提高圖像品質、真實性和多樣性。隨著深度學習的不斷發展,人工智慧圖像生成技術預計將受益於進一步的進步並推動其成長。
  • 2022年,軟體在組件領域佔據主導地位。人工智慧算法的進步,包括生成對抗網路 (GAN) 和變分自動編碼器 (VAE) 等生成模型,在很大程度上依賴於軟體實現。軟體部門透過完善底層算法並最佳化其實施,在提高人工智慧生成圖像的品質和多樣性方面發揮著關鍵作用。
  • 預計2023年至2030年,電子商務行業將以 19.2%的最高年複合成長率成長。電子商務平台嚴重依賴高品質的產品圖片來吸引客戶並推動銷售。人工智慧圖像生成器在生成逼真的產品圖像方面發揮著重要作用,使企業能夠以具有視覺吸引力的方式展示其產品。
  • 亞太地區的主要國家,包括中國、印度和日本,擁有強大的技術基礎設施,包括高速網際網路連接和先進的資料中心。該基礎設施能夠處理和儲存人工智慧圖像生成器應用程式所需的大量資料。

目錄

第1章 調查方法和範圍

  • 資訊獲取及調查範圍
  • 資訊分析
  • 市場形成和資料可視化
  • 市場範圍和假設

第2章 執行摘要

  • 市場預測
  • 全球的
  • 按細分市場分類的趨勢

第3章 人工智慧圖像生成器市場變量、趨勢和範圍

  • 市場體系
  • 行業價值鏈分析
  • 法律規範
  • 技術框架
  • 市場動態
    • 市場促進因素分析
    • 市場抑制因素分析
    • 行業挑戰
  • 商業環境工具分析:AI圖像生成器市場
    • 波特五力分析
    • PESTLE分析
  • 經濟大趨勢分析

第4章 AI 圖像生成器市場:組件預測

  • 2022年和2030年 AI 圖像生成器市場佔有率(按組件)
  • 軟體
  • 服務

第5章 AI 圖像生成器市場:最終用戶預測

  • 2022年和2030年人工智慧圖像生成器最終用戶市場佔有率
  • 媒體和娛樂
  • 衛生保健
  • 時尚
  • 社交媒體
  • 電子商務
  • 其他

第6章 AI 圖像生成器市場:按地區分類的預測

  • 北美
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
    • 墨西哥
  • 中東、非洲
    • 沙烏地阿拉伯(KSA)
    • 阿拉伯聯合大公國
    • 南非

第7章 競爭形勢

  • 公司分類
  • 公司市場地位
  • 2022年公司市場佔有率分析
  • 企業熱力圖分析
  • 戰略規劃
  • 公司簡介/名單
    • AISEO
    • Box20 LLC
    • Craiyon LLC.
    • CodeSandbox BV
    • DeepAI
    • Jasper.ai
    • NightCafe Studio
    • Panabee, LLC.
    • Runway AI, Inc.
    • Starryai
Product Code: GVR-4-68040-100-5

AI Image Generator Market Growth & Trends

The global AI image generator market size is expected to reach USD 1,081.2 million by 2030, growing at a CAGR of 17.5% from 2023 to 2030, according to a new report by Grand View Research, Inc. The increasing demand for visual content, advancements in AI technology, expanding use cases, integration with AR and VR, and ongoing research and development efforts, such as progressive growing GANs or style-based GANs, to generate higher-quality and more realistic images, position the artificial intelligence (AI) image generator industry for promising growth in the future.

Deep learning algorithms, particularly generative adversarial networks (GANs), have revolutionized the field of AI image generation. GANs enable the creation of highly realistic and high-quality images by pitting two neural networks against each other. As deep learning techniques continue to advance, the quality and realism of AI-generated images are improving, driving the market's growth.

For instance, in August 2019, NVIDIA Corporation introduced StyleGAN as a significant advancement in GAN-based image generation. StyleGAN allows for generating highly realistic and diverse images by controlling different aspects of the image's style and content. It is widely used in various applications, including art, fashion, and entertainment. It enables users to create unique and visually appealing images by manipulating attributes such as facial features, clothing styles, and artistic styles.

AI image generators are integrated with AR and VR technologies to create immersive and realistic experiences. This integration allows for the real-time generation of high-quality visuals in virtual environments, contributing to the growth of the AI image generator industry. For example, AI image generators can generate realistic virtual avatars or create virtual objects with detailed textures and appearances.

The demand for AR and VR applications across industries, including gaming, training simulations, and virtual tours, will further drive the adoption of artificial intelligence image generators. For instance, VR-based flight simulators have been widely adopted for pilot training. These simulations provide a realistic cockpit environment, allowing trainee pilots to practice flight maneuvers, emergency procedures, and instrument operations in a safe and controlled virtual environment.

The applications of AI image generators are expanding beyond traditional fields like entertainment and gaming. Industries such as fashion, interior design, healthcare, and automotive are increasingly utilizing AI image generators to generate realistic product visuals, simulate design concepts, aid medical imaging, and enhance virtual experiences. Diversifying use cases will drive the demand for AI image generators and fuel market growth.

For instance, AI image generators in healthcare can be developed to generate realistic medical images for training purposes or to simulate medical scenarios. Similarly, in architecture and interior design, AI image generators can generate photorealistic renderings of buildings and interior spaces. It is projected to witness the development of more domain-specific AI image generator technologies.

AI Image Generator Market Report Highlights

  • Deep learning techniques, particularly Generative Adversarial Networks (GANs), have played a crucial role in developing AI image generator technology. Researchers have made notable advancements in network architectures, training methodologies, and loss functions, improving image quality, realism, and diversity. As deep learning continues to evolve, AI image-generator technology is expected to benefit from further advancements, driving its growth
  • Software dominated the component segment in 2022. The advancements in AI algorithms, including generative models like generative adversarial networks (GANs) and variational autoencoders (VAEs), heavily rely on software implementation. The software segment plays a vital role in improving the quality and diversity of AI-generated images by refining the underlying algorithms and optimizing their implementation
  • The e-commerce segment is expected to grow at the highest CAGR of 19.2% from 2023 to 2030. E-commerce platforms heavily rely on high-quality product images to attract customers and drive sales. AI image generators can play a significant role in generating realistic product images, enabling businesses to showcase their products in a visually appealingly manner
  • Prominent countries in the Asia Pacific region, including China, India, and Japan, have robust technology infrastructures, including high-speed internet connectivity and advanced data centers. This infrastructure enables the processing and storing of large amounts of data required for AI image generation applications

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Information Procurement and Research Scope
  • 1.2 Information Analysis
  • 1.3 Market Formulation & Data Visualization
  • 1.4 Market Scope and Assumptions
    • 1.4.1 Secondary Sources
    • 1.4.2 Primary Sources

Chapter 2 Executive Summary

  • 2.1 Market Outlook
  • 2.2 Global
    • 2.2.1 Global AI Image Generator Market, 2017 - 2030
    • 2.2.2 Global AI Image Generator Market, by Region, 2017 - 2030
    • 2.2.3 Global AI Image Generator Market, by Component, 2017 - 2030
    • 2.2.4 Global AI Image Generator Market, by End-user, 2017 - 2030
  • 2.3 Segmental Trends

Chapter 3 AI Image Generator Market Variables, Trends & Scope

  • 3.1 Market Lineage
  • 3.2 Industry Value Chain Analysis
  • 3.3 Regulatory Framework
  • 3.4 Technology Framework
  • 3.5 Market Dynamics
    • 3.5.1 MarketT Driver Analysis
    • 3.5.2 Market Restraints Analysis
    • 3.5.3 Industry Challenges
  • 3.6 Business Environmental Tools Analysis: AI Image Generator Market
    • 3.6.1 PORTER'S Five Forces Analysis
      • 3.6.1.1 Bargaining Power of Suppliers
      • 3.6.1.2 Bargaining Power of Buyers
      • 3.6.1.3 Threat of Substitution
      • 3.6.1.4 Threat of New Entrants
      • 3.6.1.5 Competitive Rivalry
    • 3.6.2 PESTLE Analysis
      • 3.6.2.1 Political Landscape
      • 3.6.2.2 Economic Landscape
      • 3.6.2.3 Social Landscape
      • 3.6.2.4 Technology Landscape
      • 3.6.2.5 Environmental Landscape
      • 3.6.2.6 Legal Landscape
  • 3.7 Economic Mega Trend Analysis

Chapter 4 AI Image Generator Market: Component Outlook

  • 4.1 AI Image Generator Market Share by Component, 2022 & 2030
  • 4.2 Software
    • 4.2.1 Software AI Image Generator Market, by Region, 2017 - 2030
  • 4.3 Services
    • 4.3.1 Services AI Image Generator Market, by Region, 2017 - 2030

Chapter 5 AI Image Generator Market: End-User Outlook

  • 5.1 AI Image Generator Market Share by End-User, 2022 & 2030
  • 5.2 Media & Entertaiment
    • 5.2.1 Media & Entertainment AI Image Generator Market, by Region, 2017 - 2030
  • 5.3 Healthcare
    • 5.3.1 Healthcare AI Image Generator Market, by Region, 2017 - 2030
  • 5.4 Fashion
    • 5.4.1 Fashion AI Image Generator Market, by Region, 2017 - 2030
  • 5.5 Social Media
    • 5.5.1 Social Media AI Image Generator Market, by Region, 2017 - 2030
  • 5.6 E-commerce
    • 5.6.1 E-commerce AI Image Generator Market, by Region, 2017 - 2030
  • 5.7 Others
    • 5.7.1 Others AI Image Generator Market, by Region, 2017 - 2030

Chapter 6 AI Image Generator Market: Regional Outlook

  • 6.1 North America
    • 6.1.1 North America AI Image Generator Market, by Component, 2017 - 2030
    • 6.1.2 North America AI Image Generator Market, by End-user, 2017 - 2030
    • 6.1.3 U.S.
      • 6.1.3.1 U.S. AI Image Generator Market, by Component, 2017 - 2030
      • 6.1.3.2 U.S. AI Image Generator Market, by End-user, 2017 - 2030
    • 6.1.4 Canada
      • 6.1.4.1 Canada AI Image Generator Market, by Component, 2017 - 2030
      • 6.1.4.2 Canada AI Image Generator Market, by End-user, 2017 - 2030
  • 6.2 Europe
    • 6.2.1 Europe AI Image Generator Market, by Component, 2017 - 2030
    • 6.2.2 Europe AI Image Generator Market, by End-user, 2017 - 2030
    • 6.2.3 UK
      • 6.2.3.1 UK AI Image Generator Market, by Component, 2017 - 2030
      • 6.2.3.2 UK AI Image Generator Market, by End-user, 2017 - 2030
    • 6.2.4 Germany
      • 6.2.4.1 Germany AI Image Generator Market, by Component, 2017 - 2030
      • 6.2.4.2 Germany AI Image Generator Market, by End-user, 2017 - 2030
    • 6.2.5 France
      • 6.2.5.1 France AI Image Generator Market, by Component, 2017 - 2030
      • 6.2.5.2 France AI Image Generator Market, by End-user, 2017 - 2030
  • 6.3 Asia Pacific
    • 6.3.1 Asia Pacific AI Image Generator Market, by Component, 2017 - 2030
    • 6.3.2 Asia Pacific AI Image Generator Market, by End-user, 2017 - 2030
    • 6.3.3 China
      • 6.3.3.1 China AI Image Generator Market, by Component, 2017 - 2030
      • 6.3.3.2 China AI Image Generator Market, by End-user, 2017 - 2030
    • 6.3.4 Japan
      • 6.3.4.1 Japan AI Image Generator Market, by Component, 2017 - 2030
      • 6.3.4.2 Japan AI Image Generator Market, by End-user, 2017 - 2030
    • 6.3.5 India
      • 6.3.5.1 India AI Image Generator Market, by Component, 2017 - 2030
      • 6.3.5.2 India AI Image Generator Market, by End-user, 2017 - 2030
    • 6.3.6 South Korea
      • 6.3.6.1 South Korea AI Image Generator Market, by Component, 2017 - 2030
      • 6.3.6.2 South Korea AI Image Generator Market, by End-user, 2017 - 2030
    • 6.3.7 Australia
      • 6.3.7.1 Australia AI Image Generator Market, by Component, 2017 - 2030
      • 6.3.7.2 Australia AI Image Generator Market, by End-user, 2017 - 2030
  • 6.4 Latin America
    • 6.4.1 Latin America AI Image Generator Market, by Component, 2017 - 2030
    • 6.4.2 Latin America AI Image Generator Market, by End-user, 2017 - 2030
    • 6.4.3 Brazil
      • 6.4.3.1 Brazil AI Image Generator Market, by Component, 2017 - 2030
      • 6.4.3.2 Brazil AI Image Generator Market, by End-user, 2017 - 2030
    • 6.4.4 Mexico
      • 6.4.4.1 Mexico AI Image Generator Market, by Component, 2017 - 2030
      • 6.4.4.2 Mexico AI Image Generator Market, by End-user, 2017 - 2030
  • 6.5 MEA
    • 6.5.1 MEA AI Image Generator Market, by Component, 2017 - 2030
    • 6.5.2 MEA AI Image Generator Market, by End-user, 2017 - 2030
    • 6.5.3 Kingdom of Saudi Arabia (KSA)
      • 6.5.3.1 Kingdom of Saudi Arabia (KSA) AI Image Generator Market, by Component, 2017 - 2030
      • 6.5.3.2 Kingdom of Saudi Arabia (KSA) AI Image Generator Market, by End-user, 2017 - 2030
    • 6.5.4 UAE
      • 6.5.4.1 UAE AI Image Generator Market, by Component, 2017 - 2030
      • 6.5.4.2 UAE AI Image Generator Market, by End-user, 2017 - 2030
    • 6.5.5 South Africa
      • 6.5.5.1 South Africa AI Image Generator Market, by Component, 2017 - 2030
      • 6.5.5.2 South Africa AI Image Generator Market, by End-user, 2017 - 2030

Chapter 7 Competitive Landscape

  • 7.1 Company Categorization
  • 7.2 Company Market Positioning
  • 7.3 Company Market Share Analysis, 2022
  • 7.4 Company Heat Map Analysis
  • 7.5 Strategy Mapping
  • 7.6 Company Profiles/Listing
    • 7.6.1 AISEO
    • 7.6.2 Box 20 LLC
    • 7.6.3 Craiyon LLC.
    • 7.6.4 CodeSandbox B.V.
    • 7.6.5 DeepAI
    • 7.6.6 Jasper.ai
    • 7.6.7 NightCafe Studio
    • 7.6.8 Panabee, LLC.
    • 7.6.9 Runway AI, Inc.
    • 9.6.10 Starryai

List of Tables

  • Table 1 AI Image Generator Market - Industry Snapshot & Key Buying Criteria, 2017 - 2030
  • Table 2 Global AI Image Generator Market, 2017 - 2030 (USD Million)
  • Table 3 Global AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 4 Global AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 5 Global AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 6 Key Market Driver Impact
  • Table 7 Key Market Restraint Impact
  • Table 8 Key Market Opportunity Impact
  • Table 9 List of Key Market Players
  • Table 10 Software AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 11 Services AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 12 Media& Entertainment AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 13 Healthcare AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 14 Fashion AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 15 Social Media AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 16 E-commerce AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 17 Others AI Image Generator Market, by Region, 2017 - 2030 (USD Million)
  • Table 18 North America AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 19 North America AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 20 U.S. AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 21 U.S. AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 22 Canada AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 23 Canada AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 24 Europe AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 25 Europe AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 26 UK AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 27 UK AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 28 Germany AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 29 Germany AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 30 France AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 31 France AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 32 Asia Pacific AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 33 Asia Pacific AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 34 China AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 35 China AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 36 Japan AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 37 Japan AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 38 India AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 39 India AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 40 South Korea AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 41 South Korea AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 42 Australia AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 43 Australia AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 44 Latin America AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 45 Latin America AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 46 Brazil AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 47 Brazil AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 48 Mexico AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 49 Mexico AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 50 MEA AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 51 MEA AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 52 Kingdom of Saudi Arabia (KSA) AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 53 Kingdom of Saudi Arabia (KSA) AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 54 UAE AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 55 UAE AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)
  • Table 56 South Africa AI Image Generator Market, by Component, 2017 - 2030 (USD Million)
  • Table 57 South Africa AI Image Generator Market, by End-user, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Research Process
  • Fig. 2 Market Formulation
  • Fig. 3 Market Segmentation and Scope
  • Fig. 4 AI Image Generator Market, 2017 - 2030
  • Fig. 5 Key Opportunities Analysis
  • Fig. 6 AI Image Generator - Value Chain Analysis
  • Fig. 7 AI Image Generator Market Dynamics
  • Fig. 8 Industry Analysis - Porter's Five Forces Analysis
  • Fig. 9 AI Image Generator Market - Pest Analysis
  • Fig. 10 AI Image Generator Market Share by Component, 2022 & 2030
  • Fig. 11 AI Image Generator Market Share by End-User, 2022 & 2030
  • Fig. 12 AI Image Generator Market Share by Region, 2022 & 2030
  • Fig. 13 North America Marketplace: Key Takeaways
  • Fig. 14 Europe Marketplace: Key Takeaways
  • Fig. 15 Asia Pacific Marketplace: Key Takeaways
  • Fig. 16 Latin America Marketplace: Key Takeaways
  • Fig. 17 MEA Marketplace: Key Takeaways