封面
市場調查報告書
商品編碼
1363937

全球人工智慧 (AI) 治理市場 2023-2030

Global Artificial Intelligence (AI) Governance Market 2023-2030

出版日期: | 出版商: Orion Market Research | 英文 115 Pages | 商品交期: 2-3個工作天內

價格

預計全球人工智慧治理市場在預測期內(2023-2030年)將以41.6%的年複合成長率成長。市場的成長歸因於適應性和競爭優勢。人工智慧治理鼓勵創新,同時管理風險。組織可以輕鬆地嘗試人工智慧,並透過解決道德和監管問題來獲得競爭優勢。此外,服務的主要參與者不斷致力於開發創新的新解決方案和服務,以滿足人工智慧治理解決方案不斷成長的需求。例如,2023 年 5 月,OneTrust 提供了 OneTrust AI Governance,這是一款綜合工具,旨在幫助企業識別、評估和追蹤與 AI 相關的多種危險。當企業使用機器學習和人工智慧處理大量資料並鼓勵創新時,它為企業提供了對所使用的資料和人工智慧模型產生的危險的可見性和控制。

細分市場前景

全球人工智慧治理市場按組件、部署模式、組織規模和垂直領域進行細分。根據組件,市場細分為解決方案和服務。根據部署模式,市場分為雲端和本地。根據組織規模,市場分為大型企業和中小企業(SME)。此外,根據垂直產業,市場細分為 BFSI、政府和國防、醫療保健和生命科學、媒體和娛樂、零售業、汽車等。在部署模式中,基於雲端的子細分市場預計將佔據相當大的市場佔有率,因為它能夠在專注於主要目標的同時有效地管理和治理人工智慧技術。這是可能的,因為它具有眾多優勢,包括可擴展性、靈活性、可訪問性、成本效益和資料管理功能。

預計 BFSI 細分市場將在全球人工智慧治理市場中佔據相當大的佔有率

在垂直領域中,BFSI細分市場預計將在全球程序化廣告市場中佔據相當大的佔有率。細分市場的成長歸因於客戶體驗的增強。提升客戶體驗是銀行日益關注的領域。這項吸引並留住客戶的目標與使用人工智慧自動對交易進行分類並提供個人化見解相一致。例如,2023 年 9 月,Temenos 為銀行推出了一種創新、安全的銀行解決方案,該解決方案使用生成人工智慧 (AI) 自動對消費者金融交易進行分類。

區域展望

全球人工智慧治理市場根據地理位置進一步細分,包括北美(美國和加拿大)、歐洲(英國、義大利、西班牙、德國、法國和歐洲其他地區)、亞太地區(印度、中國、日本) 、韓國和亞洲其他地區)以及世界其他地區(中東和非洲以及拉丁美洲)。其中,由於 5G 基礎設施不斷發展以及對複雜虛擬助理的需求不斷成長,預計亞太地區將在全球市場中佔據顯著佔有率。

北美地區預計全球人工智慧治理市場年複合成長率顯著成長

在所有地區中,北美地區預計在預測期內將以相當大的年複合成長率成長。區域成長歸因於監管合規需求的不斷成長。隨著人工智慧相關標準和立法的不斷變化,框架(AI RMF)等人工智慧治理解決方案可協助企業遵守這些標準。人工智慧治理的採用很大程度上受到立法合規性的影響。因此,市場參與者正在推出新產品來滿足人工智慧風險管理框架的需求。例如,2023年1月,美國政府國家標準與技術研究院(「NIST」)發布了人工智慧風險管理架構(AI RMF)1.0,這是人工智慧治理架構。為了降低人工智慧設計、開發、使用和評估的風險,經過多年的研討會、產業參與和投入,最終創建了系統、產品和服務等人工智慧 RMF。

市場參與者展望

服務人工智慧治理市場的主要公司包括 Credo AI、Facebook, Inc.、FICO、H2O.ai, Inc.、IBM Corp. 等。市場參與者透過各種策略(包括併購、合作、合作、融資和新產品發布),為市場成長做出了巨大貢獻,以保持市場競爭力。例如,2023 年 6 月,BIP Group 與 Credo AI 合作,協助客戶滿足適當管理人工智慧技術日益成長的需求。

報告涵蓋:

  • 2022年市場價​​值資料分析及2030年預測。
  • 每個細分市場的年化市場收入(百萬美元)。
  • 主要地理區域的國家分析。
  • 全球人工智慧治理市場的主要公司。根據現有資料,報告中還提供了與新產品發布相關的資訊以及相關新聞。
  • 透過確定未來強勁成長的關鍵細分市場來分析業務策略。
  • 市場進入和市場擴張策略分析。
  • 透過識別市場中「誰的立場」來制定競爭策略。

目錄

第 1 章:報告摘要

  • 目前行業分析及成長潛力展望
  • 研究方法和工具
  • 市場區隔
    • 按細分
    • 按地區

第 2 章:市場概述與見解

  • 報告範圍
  • 分析師見解和當前市場趨勢
    • 主要發現
    • 建議
    • 結論

第 3 章:競爭格局

  • 主要公司分析
  • Accenture PLC
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • Amazon Web Services, Inc.
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • Cloud Software Group, Inc.
    • 概述
    • 財務分析
    • SWOT分析
    • 最近的發展
  • 關鍵策略分析

第 4 章:市場細分

  • 全球人工智慧治理市場(按組成部分)
    • 解決方案(軟體工具和平台)
    • 服務(諮詢、整合、支援和維護)
  • 全球人工智慧治理市場(按部署模式)
    • 本地
  • 按組織規模分類的全球人工智慧治理市場
    • 大型企業
    • 中小企業 (SME)
  • 全球人工智慧治理市場(按垂直領域)
    • BFSI
    • 政府和國防
    • 醫療保健和生命科學
    • 媒體與娛樂
    • 零售業
    • 汽車
    • 其他(IT 和電信、教育以及旅遊)

第 5 章:區域分析

  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 義大利
    • 西班牙
    • 法國
    • 歐洲其他地區
  • 亞太
    • 中國
    • 印度
    • 日本
    • 韓國
    • 亞太其他地區
  • 世界其他地區

第 6 章:公司簡介

  • Credo AI
  • Facebook, Inc.
  • FICO
  • H2O.ai, Inc.
  • IBM Corp.
  • Informatica LLC
  • Microsoft
  • OneTrust, LLC
  • QlikTech International AB
  • Salesforce, Inc.
  • SAP SE
Product Code: OMR2027655

Title: Global Artificial Intelligence (AI) Governance Market Size, Share & Trends Analysis Report by Component (Solution, and Services), by Deployment Mode (Cloud, and On-Premises), by Organization Size (Large Enterprises, and Small and Medium-Sized Enterprises (SMEs)), and by Vertical (BFSI, Government and Defense, Healthcare and Life Sciences, Media and Entertainment, Retail Sector, Automotive, and Others)Forecast Period (2023-2030).

The global AI governance market is anticipated to grow at a CAGR of 41.6% during the forecast period (2023-2030). The market's growth is attributed to adaptability and competitive advantage. AI Governance encourages innovation while managing risks. Organizations can comfortably experiment with AI and achieve a competitive edge by resolving ethical and regulatory problems. moreover, the major players serving the are continuously focusing on developing innovative and new solutions and services to cater the rising demand of AI governance solutions. For instance, in May 2023, OneTrust, offers OneTrust AI Governance, a comprehensive tool created to assist enterprises in identifying, evaluating, and keeping track of several hazards connected to AI. It provides enterprises visibility and control over the data used and hazards created by AI models as they use ML and AI to handle massive volumes of data and encourage innovation.

Segmental Outlook

The global AI governance market is segmented on the component, deployment mode, organization size and verticals. Based on the component, the market is sub-segmented into solutions and services. Based on the deployment mode, the market is sub-segmented into cloud, and on-premises. Based on the organization size, the market is sub-segmented into large enterprises, and small and medium-sized enterprises (SMEs). Furthermore, on the basis of verticals, the market is sub-segmented into BFSI, government and defense, healthcare and life sciences, media and entertainment, retail sector, automotive, and others. Among the deployment mode, the cloud based sub-segment is anticipated to hold a considerable share of the market owing to its capacity to efficiently manage and govern AI technology while concentrating on the primary goals. This is possible owing to its numerous advantages, including as scalability, flexibility, accessibility, cost effectiveness, and data management capabilities.

The BFSI Sub-Segment is Anticipated to Hold a Considerable Share of the Global AI Governance Market

Among the vertical, the BFSI sub-segment is expected to hold a considerable share of the global programmatic advertisement market. The segmental growth is attributed to enhancing customer experience. Enhancing the client experience is a growing area of attention for banks. This objective, enticing and keeping clients, is aligned with the use of AI to automatically categorize transactions and offer personalized insights. For instance, in September 2023, Temenos launched an innovative, safe banking solution for banks that automatically categorizes consumer financial transactions using generative artificial intelligence (AI).

Regional Outlook

The global AI governance market is further segmented based on geography including North America (the US, and Canada), Europe (UK, Italy, Spain, Germany, France, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, and Rest of Asia), and the Rest of the World (the Middle East & Africa, and Latin America). Among these, Asia-Pacific is anticipated to hold a prominent share of the market across the globe, owing to the growing 5G infrastructure and the rising requirement for sophisticated virtual assistants.

The North America Region is Expected to Grow at a Significant CAGR in the Global AI Governance Market

Among all regions, the North America regions is anticipated to grow at a considerable CAGR over the forecast period. Regional growth is attributed to the growing demand for regulation compliance. AI governance solutions, such as frameworks (AI RMF), assist firms in adhering to these criteria as AI-related standards and legislation continue to change. Adoption of AI Governance is significantly influenced by compliance with legislation. Consequently, the market players are coming up with new products to cater the demand for AI risk management framework. For instance, in January2023, the US government, the National Institute of Standards and Technology ("NIST"), released the AI Risk Management Framework (AI RMF) 1.0, a framework for AI governance. In order to reduce risks in the design, development, usage, and assessment of AI, a multiyear process comprising workshops and industry participation and input resulted in the creation of the AI RMF such as systems, products, and services.

Market Players Outlook

The major companies serving the AI governance market include Credo AI, Facebook, Inc., FICO, H2O.ai, Inc., IBM Corp., and others. The market players are considerably contributing to the market growth by the adoption of various strategies including mergers and acquisitions, partnerships, collaborations, funding, and new product launches, to stay competitive in the market. For instance, in June 2023, BIP Group collaborated with Credo AI to assist clients in addressing the rising need to appropriately govern AI technology.

The Report Covers:

  • Market value data analysis of 2022 and forecast to 2030.
  • Annualized market revenues ($ million) for each market segment.
  • Country-wise analysis of major geographical regions.
  • Key companies operating in the global AI governance market. Based on the availability of data, information related to new product launches, and relevant news is also available in the report.
  • Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
  • Analysis of market-entry and market expansion strategies.
  • Competitive strategies by identifying 'who-stands-where' in the market.

Table of Contents

1. Report Summary

  • Current Industry Analysis and Growth Potential Outlook
  • 1.1. Research Methods and Tools
  • 1.2. Market Breakdown
    • 1.2.1. By Segments
    • 1.2.2. By Region

2. Market Overview and Insights

  • 2.1. Scope of the Report
  • 2.2. Analyst Insight & Current Market Trends
    • 2.2.1. Key Findings
    • 2.2.2. Recommendations
    • 2.2.3. Conclusion

3. Competitive Landscape

  • 3.1. Key Company Analysis
  • 3.2. Accenture PLC
    • 3.2.1. Overview
    • 3.2.2. Financial Analysis
    • 3.2.3. SWOT Analysis
    • 3.2.4. Recent Developments
  • 3.3. Amazon Web Services, Inc.
    • 3.3.1. Overview
    • 3.3.2. Financial Analysis
    • 3.3.3. SWOT Analysis
    • 3.3.4. Recent Developments
  • 3.4. Cloud Software Group, Inc.
    • 3.4.1. Overview
    • 3.4.2. Financial Analysis
    • 3.4.3. SWOT Analysis
    • 3.4.4. Recent Developments
  • 3.5. Key Strategy Analysis

4. Market Segmentation

  • 4.1. Global AI Governance Market by Component
    • 4.1.1. Solution (Software Tools and Platform)
    • 4.1.2. Services (Consulting, Integration, and Support and Maintenance)
  • 4.2. Global AI Governance Market by Deployment Mode
    • 4.2.1. Cloud
    • 4.2.2. On-premises
  • 4.3. Global AI Governance Market by Organization Size
    • 4.3.1. Large Enterprises
    • 4.3.2. Small and Medium-Sized Enterprises (SMEs)
  • 4.4. Global AI Governance Market by Vertical
    • 4.4.1. BFSI
    • 4.4.2. Government and Defense
    • 4.4.3. Healthcare and Life Sciences
    • 4.4.4. Media and Entertainment
    • 4.4.5. Retail Sector
    • 4.4.6. Automotive
    • 4.4.7. Others (IT and Telecom, Education, and Travel & Tourism)

5. Regional Analysis

  • 5.1. North America
    • 5.1.1. United States
    • 5.1.2. Canada
  • 5.2. Europe
    • 5.2.1. UK
    • 5.2.2. Germany
    • 5.2.3. Italy
    • 5.2.4. Spain
    • 5.2.5. France
    • 5.2.6. Rest of Europe
  • 5.3. Asia-Pacific
    • 5.3.1. China
    • 5.3.2. India
    • 5.3.3. Japan
    • 5.3.4. South Korea
    • 5.3.5. Rest of Asia-Pacific
  • 5.4. Rest of the World

6. Company Profiles

  • 6.1. Credo AI
  • 6.2. Facebook, Inc.
  • 6.3. FICO
  • 6.4. H2O.ai, Inc.
  • 6.5. IBM Corp.
  • 6.6. Informatica LLC
  • 6.7. Microsoft
  • 6.8. OneTrust, LLC
  • 6.9. QlikTech International AB
  • 6.10. Salesforce, Inc.
  • 6.11. SAP SE

LIST OF TABLES

  • 1. GLOBAL AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
  • 2. GLOBAL SOLUTION AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 3. GLOBAL SERVICES AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 4. GLOBAL AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODE, 2022-2030 ($ MILLION)
  • 5. GLOBAL CLOUD-BASED AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 6. GLOBAL ON-PREMISES BASED AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 7. GLOBAL AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 8. GLOBAL AI GOVERNANCE IN LARGE ENTERPRISES MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 9. GLOBAL AI GOVERNANCE IN SMES MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 10. GLOBAL AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)
  • 11. GLOBAL AI GOVERNANCE FOR BFSI GOVERNMENT AND DEFENSE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 12. GLOBAL AI GOVERNANCE FOR HEALTHCARE AND LIFE SCIENCES MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 13. GLOBAL AI GOVERNANCE FOR MEDIA AND ENTERTAINMENT MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 14. GLOBAL AI GOVERNANCE FOR RETAIL SECTOR MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 15. GLOBAL AI GOVERNANCE FOR AUTOMOTIVE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 16. GLOBAL AI GOVERNANCE FOR OTHER VERTICALS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 17. GLOBAL AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
  • 18. NORTH AMERICAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 19. NORTH AMERICAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
  • 20. NORTH AMERICAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODE, 2022-2030 ($ MILLION)
  • 21. NORTH AMERICAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 22. NORTH AMERICAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)
  • 23. EUROPEAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 24. EUROPEAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
  • 25. EUROPEAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODE, 2022-2030 ($ MILLION)
  • 26. EUROPEAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 27. EUROPEAN AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)
  • 28. ASIA- PACIFIC AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 29. ASIA- PACIFIC AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
  • 30. ASIA- PACIFIC AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODE, 2022-2030 ($ MILLION)
  • 31. ASIA- PACIFIC AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 32. ASIA- PACIFIC AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)
  • 33. REST OF THE WORLD AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
  • 34. REST OF THE WORLD AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
  • 35. REST OF THE WORLD AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODE, 2022-2030 ($ MILLION)
  • 36. REST OF THE WORLD AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 37. REST OF THE WORLD AI GOVERNANCE MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)

LIST OF FIGURES

  • 1. GLOBAL AI GOVERNANCE MARKET SHARE BY COMPONENT, 2022 VS 2030 (%)
  • 2. GLOBAL SOLUTION AI GOVERNANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 3. GLOBAL SERVICES AI GOVERNANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 4. GLOBAL AI GOVERNANCE MARKET SHARE BY DEPLOYMENT MODE, 2022 VS 2030 (%)
  • 5. GLOBAL CLOUD-BASED AI GOVERNANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 6. GLOBAL ON-PREMISES BASED AI GOVERNANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 7. GLOBAL AI GOVERNANCE MARKET SHARE ANALYSIS BY ORGANIZATION SIZE, 2022-2030 ($ MILLION)
  • 8. GLOBAL AI GOVERNANCE IN LARGE ENTERPRISES MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 9. GLOBAL AI GOVERNANCE IN SMALL AND MEDIUM-SIZED ENTERPRISES MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 10. GLOBAL AI GOVERNANCE MARKET SHARE ANALYSIS BY VERTICAL, 2022-2030 ($ MILLION)
  • 11. GLOBAL AI GOVERNANCE FOR BFSI GOVERNMENT AND DEFENSE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 12. GLOBAL AI GOVERNANCE FOR HEALTHCARE AND LIFE SCIENCES MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 13. GLOBAL AI GOVERNANCE FOR MEDIA AND ENTERTAINMENT MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 14. GLOBAL AI GOVERNANCE FOR RETAIL SECTOR AUTOMOTIVE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 15. GLOBAL AI GOVERNANCE FOR AUTOMOTIVE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 16. GLOBAL AI GOVERNANCE FOR OTHER VERTICALS MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 17. GLOBAL AI GOVERNANCE MARKET SHARE BY REGION, 2022 VS 2030 (%)
  • 18. US AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 19. CANADA AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 20. UK AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 21. FRANCE AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 22. GERMANY AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 23. ITALY AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 24. SPAIN AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 25. REST OF EUROPE AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 26. INDIA AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 27. CHINA AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 28. JAPAN AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 29. SOUTH KOREA AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 30. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)
  • 31. REST OF THE WORLD AI GOVERNANCE MARKET SIZE, 2022-2030 ($ MILLION)