市場調查報告書
商品編碼
1499500
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。
可解釋的人工智慧市場規模預計2023年為70.2億美元,2024年達到84.2億美元,預計2030年將達到255.2億美元,複合年成長率為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。
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% |
區域洞察
在美洲,由於人們越來越認知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不斷成長,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 定位矩陣對於評估供應商在可解釋人工智慧市場中的定位至關重要。此矩陣提供了對供應商的全面評估,並檢驗了與商務策略和產品滿意度相關的關鍵指標。這種詳細的評估使用戶能夠根據自己的要求做出明智的決定。根據評估,供應商被分為代表其成功程度的四個像限: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種綜合工具,可對可解釋人工智慧市場中供應商的現狀進行深入而詳細的評估。透過仔細比較和分析供應商的貢獻,您可以更深入地了解每個供應商的績效以及他們在爭奪市場佔有率時面臨的挑戰。這些貢獻包括整體收益、客戶群和其他重要指標。此外,該分析還提供了對該行業競爭性質的寶貴見解,包括在研究基準年期間觀察到的累積、分散主導地位和合併特徵等因素。有了這些詳細資訊,供應商可以做出更明智的決策並製定有效的策略,以在市場競爭中保持領先地位。
策略分析與建議
策略分析對於尋求在全球市場站穩腳跟的組織至關重要。對目前在可解釋的人工智慧市場中的地位進行全面評估,使公司能夠做出符合其長期願望的明智決策。此關鍵評估涉及對組織的資源、能力和整體績效進行徹底分析,以確定核心優勢和需要改進的領域。
[187 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.
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.
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% |
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.
Market Insights
The market dynamics represent an ever-changing landscape of the Explainable AI Market by providing actionable insights into factors, including supply and demand levels. Accounting for these factors helps design strategies, make investments, and formulate developments to capitalize on future opportunities. In addition, these factors assist in avoiding potential pitfalls related to political, geographical, technical, social, and economic conditions, highlighting consumer behaviors and influencing manufacturing costs and purchasing decisions.
FPNV Positioning Matrix
The FPNV positioning matrix is essential in evaluating the market positioning of the vendors in the Explainable AI Market. This matrix offers a comprehensive assessment of vendors, examining critical metrics related to business strategy and product satisfaction. This in-depth assessment 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, namely 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 assessment of the current state of vendors in the Explainable AI Market. By meticulously comparing and analyzing vendor contributions, companies are offered a greater understanding of their performance and the challenges they face when competing for market share. These contributions include overall revenue, customer base, and other vital metrics. 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 these illustrative details, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.
Recent Developments
Fujitsu collaborates with Informa D&B to incorporate explainable AI technology for financial-commercial information industry
Fujitsu Limited has recently entered into a strategic agreement with Informa D&B in Spain to bring new value through the implementation of explainable AI technology (XAI). This collaboration aims to provide access to highly sophisticated data in a more agile and efficient manner for the 4.5 million users in Spain, thereby significantly enhancing the quality of business information solutions. XAI is specifically designed to ensure trust, understanding, and compliance with ethical and regulatory standards. [Published On: 2023-07-05]
GyanAI Launches the World's First Explainable Language Model and Research Engine
GyanAI has recently announced the explainable language model and natural language understanding engine built on its proprietary technology. GyanAI is a powerful knowledge engine that offers a unique blend of extractive and generative text, providing reasoning for its output. [Published On: 2023-03-16]
Temenos to Offer Explainable AI on Oracle Cloud Infrastructure
Temenos, a cloud banking platform and member of the Oracle Partner Network, has announced the availability of its Explainable AI technology on the Oracle Cloud Infrastructure. Temenos XAI provides customers with the capability to explain, in plain language, how automated decisions are made using AI. This brings transparency and explainability to AI processes in the banking industry. [Published On: 2022-05-03]
Strategy Analysis & Recommendation
The strategic analysis is essential for organizations seeking a solid foothold in the global marketplace. Companies are better positioned to make informed decisions that align with their long-term aspirations by thoroughly evaluating their current standing in the Explainable AI Market. This critical assessment involves a thorough analysis of the organization's resources, capabilities, and overall performance to identify its core strengths and areas for improvement.
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