市場調查報告書
商品編碼
1415401
可解釋的人工智慧市場:按產品、配置、應用程式和最終用途分類 - 2024-2030 年全球預測Explainable AI Market by Offering (Services, Software), Deployment (Cloud-based, On-premise), Application, End-Use - Global Forecast 2024-2030 |
※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。
預計2023年可解釋人工智慧市場規模為70.2億美元,2024年達到84.2億美元,2030年預計將達到255.2億美元,複合年成長率為20.24%。
可解釋人工智慧的全球市場
主要市場統計 | |
---|---|
基準年[2023] | 70.2億美元 |
預測年份 [2024] | 84.2億美元 |
預測年份 [2030] | 255.2億美元 |
複合年成長率(%) | 20.24% |
可解釋的人工智慧(XAI)包括使人工智慧系統具有可解釋性和透明度的技術,使用戶能夠理解和信任複雜的演算法決策流程。 XAI 至關重要,尤其是在人工智慧主導的決策影響個人和企業的應用中。對課責和道德人工智慧實踐的需求不斷增加,特別是在金融、醫療保健和法律等領域,這增加了對可解釋人工智慧的需求。強調透明度和可解釋性的監管要求進一步促進了 XAI 解決方案的採用。此外,人工智慧模型及其應用的複雜性日益增加,對可解釋性的需求也越來越大,以確保決策得到理解和檢驗。在可解釋性和效能之間取得適當的平衡阻礙了 XAI 系統的開發和部署。 XAI 在醫療保健等領域的整合,以增強診斷和個人化治療計劃,將推動可解釋人工智慧市場的成長。市場供應商在開發新的可解釋人工智慧解決方案方面的持續創新預計將創造市場成長機會。
區域洞察
在美洲,由於人們越來越意識到透明和可解釋的人工智慧系統的重要性,可解釋的人工智慧 (XAI) 市場正在顯著成長。由於重視技術創新和法律規範,北美在市場發展中尤其扮演關鍵角色。隨著對可靠人工智慧決策流程的需求持續成長,美洲仍然處於解決方案實施和整合的前沿,為該地區的創新和採用創造了一個動態的格局。在亞太地區,人們日益意識到透明人工智慧決策的必要性,推動了可解釋人工智慧 (XAI) 市場的發展。中國和印度等國家正在金融、醫療保健和製造業等不同行業積極採用 XAI 解決方案。該地區正受益於快速的技術進步和對道德人工智慧實踐的日益關注。由於強大的法律規範的存在以及對人工智慧決策流程透明度的承諾,歐洲國家尤其正在採用 XAI 解決方案。隨著對可解釋人工智慧系統的需求持續成長,歐洲、中東和非洲仍然是可解釋人工智慧解決方案的進步和整合的關鍵地區。
FPNV定位矩陣
FPNV 定位矩陣對於評估可解釋的 AI 市場至關重要。我們檢視與業務策略和產品滿意度相關的關鍵指標,以對供應商進行全面評估。這種深入的分析使用戶能夠根據自己的要求做出明智的決策。根據評估,供應商被分為四個成功程度不同的像限:前沿(F)、探路者(P)、利基(N)和重要(V)。
市場佔有率分析
市場佔有率分析是一個綜合工具,可以對可解釋人工智慧市場中供應商的現狀進行深入而深入的研究。全面比較和分析供應商在整體收益、基本客群和其他關鍵指標方面的貢獻,以便更好地了解公司的績效及其在爭奪市場佔有率時面臨的挑戰。此外,該分析還提供了對該行業競爭特徵的寶貴考察,包括在研究基準年觀察到的累積、分散主導地位和合併特徵等因素。這種詳細程度的提高使供應商能夠做出更明智的決策並制定有效的策略,從而在市場上獲得競爭優勢。
1-市場滲透率:提供有關主要企業所服務的市場的全面資訊。
2-市場開拓:我們深入研究利潤豐厚的新興市場,並分析它們在成熟細分市場中的滲透率。
3- 市場多元化:提供有關新產品發布、開拓地區、最新發展和投資的詳細資訊。
4-競爭力評估與資訊:對主要企業的市場佔有率、策略、產品、認證、監管狀況、專利狀況、製造能力等進行全面評估。
5- 產品開發與創新:提供對未來技術、研發活動和突破性產品開發的見解。
1-可解釋人工智慧市場的市場規模和預測是多少?
2- 在可解釋人工智慧市場的預測期內,需要考慮投資哪些產品、細分市場、應用程式和領域?
3-可解釋的人工智慧市場的技術趨勢和法律規範是什麼?
4-可解釋人工智慧市場主要供應商的市場佔有率是多少?
5-進入可解釋的人工智慧市場的適當型態和策略手段是什麼?
[186 Pages Report] The Explainable AI Market size was estimated at USD 7.02 billion in 2023 and expected to reach USD 8.42 billion in 2024, at a CAGR 20.24% to reach USD 25.52 billion by 2030.
Global Explainable AI Market
KEY MARKET STATISTICS | |
---|---|
Base Year [2023] | USD 7.02 billion |
Estimated Year [2024] | USD 8.42 billion |
Forecast Year [2030] | USD 25.52 billion |
CAGR (%) | 20.24% |
Explainable artificial intelligence (XAI) includes technologies that enable the interpretability and transparency of AI systems, allowing users to understand and trust the decision-making processes of complex algorithms. XAI is crucial, especially in applications where AI-driven decisions impact individuals or businesses. The growing need for accountability and ethical AI practices, particularly in sectors such as finance, healthcare, and law, is elevating the demand for explainable AI. Regulatory requirements emphasizing transparency and interpretability further contribute to the adoption of XAI solutions. Additionally, the increasing complexity of AI models and their applications heightens the demand for explainability, ensuring that decisions can be comprehended and validated. Striking the right balance between explainability and performance hinders the development and deployment of XAI systems. The integration of XAI in sectors, including healthcare for enhanced diagnostics and personalized treatment plans, fuels the market growth of the explainable AI market. Continuous innovations in the development of novel explainable artificial intelligence solutions by market vendors are expected to create opportunities for market growth.
Regional Insights
In the Americas, the explainable artificial intelligence (XAI) market is experiencing substantial growth, driven by a heightened awareness of the importance of transparent and interpretable AI systems. North America, in particular, plays a pivotal role in advancing the market, benefitting from a strong emphasis on technology innovation and regulatory frameworks. As the demand for trustworthy AI decision-making processes continues to rise, the Americas remain at the forefront of embracing and integrating explainable AI solutions, creating a dynamic landscape for innovation and adoption in the region. In the Asia-Pacific region, the explainable artificial intelligence (XAI) market is driven by a growing recognition of the need for transparent AI decision-making. Countries such as China and India are actively adopting XAI solutions across diverse industries, including finance, healthcare, and manufacturing. The region benefits from rapid technological advancements and an increasing focus on ethical AI practices. European countries, in particular, are adopting XAI solutions due to the presence of a strong regulatory framework and a commitment to transparency in AI decision-making processes. As the demand for interpretable AI systems continues to rise, EMEA remains a significant region in the advancement and integration of explainable AI solutions.
FPNV Positioning Matrix
The FPNV Positioning Matrix is pivotal in evaluating the Explainable AI Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).
Market Share Analysis
The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Explainable AI Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.
Key Company Profiles
The report delves into recent significant developments in the Explainable AI Market, highlighting leading vendors and their innovative profiles. These include Abzu ApS, Alphabet Inc., Alteryx, Inc., ArthurAI, Inc., C3.ai, Inc., DarwinAI, DataRobot, Inc., Equifax Inc., Fair Isaac Corporation, Fiddler Labs, Inc., H2O.ai, Inc., Intel Corporation, Intellico.ai s.r.l, International Business Machines Corporation, ISSQUARED Inc., Kyndi, Inc., Microsoft Corporation, Mphasis Limited, NVIDIA Corporation, Salesforce, Inc., SAS Institute Inc., Squirro Group, Temenos Headquarters SA, Tensor AI Solutions GmbH, Tredence Analytics Solutions Pvt. Ltd., and ZestFinance Inc..
Market Segmentation & Coverage
1. Market Penetration: It presents comprehensive information on the market provided by key players.
2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.
3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.
4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.
5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.
1. What is the market size and forecast of the Explainable AI Market?
2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Explainable AI Market?
3. What are the technology trends and regulatory frameworks in the Explainable AI Market?
4. What is the market share of the leading vendors in the Explainable AI Market?
5. Which modes and strategic moves are suitable for entering the Explainable AI Market?