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市場調查報告書
商品編碼
1321874

風險管理人工智能的全球市場 - 按技術(硬件、軟件)劃分的市場規模、份額和增長分析 - 行業預測(2023-2030 年)

Global AI For Risk Management Market Size, Share, Growth Analysis, By Technology(Hardware, software) - Industry Forecast 2023-2030
出版日期: | 出版商: SkyQuest | 英文 257 Pages | 商品交期: 3-5個工作天內

價格
簡介目錄

全球風險管理人工智能市場將在 2021 年達到 89 億美元，到 2022 年將達到 113.6 億美元。 預計該市場在預測期內(2023-2030年)將以11.3%的複合年增長率擴張，並於2030年擴大至685億美元。

人工智能因其在創意生成、數據源、模型開發和監控等多種用途而在風險管理領域越來越受歡迎。 在風險管理中，人工智能在識別組織的監管和聲譽風險方面發揮著關鍵作用。 利用當前框架和組織價值觀，人工智能執行風險評估並確定公司需要收集和處理的必要數據。 選擇正確的數據集對於確保結果質量至關重要，過去的風險管理經驗指導著人工智能模型處理的決策過程。

風險管理中的人工智能具有多種優勢，包括威脅分析和管理、降低風險、欺詐檢測和數據分類。 機器學習算法可以分析來自各種來源的大量數據並生成實時預測模型，幫助風險經理和安全團隊主動應對風險。 人工智能還可以評估與風險組織行為相關的非結構化數據，並從過去的事件中識別出作為風險預測因子的行為模式。

由於高度隱私問題，人工智能行業的市場增長可能面臨障礙。 初創公司和新進入者可能會發現部署專門的人工智能服務的成本很高，即使使用雲原生解決方案也是如此。 此外，處理大量數據的成本很高。 除了所需的財務投資外，數據隱私和保護也是處理人工智能和機器智能時的主要問題。 為了建立信任並確保遵守隱私法規，這些問題需要得到有效解決，並可能影響整個市場的增長。

區塊鏈技術正在成為全面風險管理的流行解決方案。 它提供了一種安全存儲數據和跟蹤交易的方法，使其適合跟蹤和有效管理風險。 區塊鏈在風險管理解決方案中的進步增強了透明度和問責制。 此外，道德在風險管理實踐中變得越來越重要。 人工智能的使用帶來了道德影響，例如潛在的偏見，導致組織專注於確保將道德考慮納入其風險管理流程。 這確保了利用人工智能技術時負責任和公平的決策。

本報告審視了全球人工智能風險管理市場，並提供了市場概述、技術和地區趨勢以及進入市場的公司概況。

內容

執行摘要

母公司市場分析

市場規模

  • 市場動態
  • 驅動程序
  • 機會
  • 制約因素
  • 任務

主要市場洞察

  • 技術分析
  • 價格分析
  • 供應鏈分析
  • 價值鏈分析
  • 市場生態系統
  • 知識產權分析
  • 趨勢分析
  • 初創企業分析
  • 原材料分析
  • 創新矩陣
  • 管道產品分析
  • 宏觀經濟指標
  • 熱門投資分析
  • 關鍵成功因素
  • 爭用程度

市場動態與展望

  • 市場動態
  • 驅動程序
  • 機會
  • 制約因素
  • 任務
  • 監管狀況
  • 波特分析

全球風險管理人工智能市場(按技術)

  • 市場概覽
  • 硬件
  • 軟件

全球風險管理人工智能市場(按地區)

  • 市場概覽
  • 北美
  • 歐洲
  • 亞太地區
  • 拉丁美洲
  • 中東和非洲

競爭格局

  • 主要公司簡介
    • Smart bridge
    • Logic manager
    • CCMSI
    • BizVibe
    • Protecht
    • Yodel Services
    • MetricStream
    • Navex Global
    • Origami Risk
    • RMS
    • Deltek
    • Congruity360
    • Enablon
簡介目錄
Product Code: SQMIG45F2059

Global AI For Risk Management Market size was valued at USD 8.9 billion in 2021 and is poised to grow from USD 11.36 billion in 2022 to USD 68.5 billion by 2030, at a CAGR of 11.3% during the forecast period (2023-2030)

AI is gaining popularity in the field of risk management due to its diverse applications, such as ideation, data sourcing, model development, and monitoring. In risk management, AI plays a crucial role in identifying regulatory and reputational risks for organizations. By leveraging current frameworks and organizational values, AI conducts risk assessments and determines the necessary data that companies need to collect and process. Selecting the right data sets is vital to ensure the quality of results, and past risk management experiences can guide the decision-making process for AI model processing.

AI in risk management offers several benefits, including threat analysis and management, risk reduction, fraud detection, and data classification. Machine learning algorithms can analyze vast amounts of data from various sources, enabling the generation of real-time prediction models that assist risk managers and security teams in addressing risks proactively. AI can also evaluate unstructured data related to risky behaviors within organizational operations, identifying behavior patterns from past incidents that can serve as risk predictors.

Segments covered in this report:

The Global AI For Risk Management market is segmented on the basis of offerings, vertical, By technology,and region. By Vertical, the market is segmented into BFSI, Retail, Government & Defense, Manufacturing, Enterprise, Healthcare, Automotive & Transportation, Others. By technology, the market is segmented into Machine Learning, Natural Language Processing, Context-aware computing. By offerings, the market is segmented into Hardware, services and Software. By region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Driver

To enhance market growth, swift solutions can be implemented, such as leveraging threat intelligence data to gather information on attacker sources, indicators of compromise, behavioral patterns in cloud account usage, and attacks targeting different types of cloud services. Machine learning techniques can be applied to aggregate and analyze large volumes of threat intelligence feeds efficiently. Furthermore, this data can be processed to develop likelihood and predictability models, enabling organizations to anticipate and respond to potential threats effectively.

Restraint

The market growth in the AI industry may face hindrances due to high privacy concerns. Startups and new entrants in this market may find it costly to implement specialized AI services, even when utilizing cloud-native solutions. The processing of large amounts of data can also incur significant expenses. In addition to the financial investments required, data privacy and protection are significant concerns when dealing with AI and machine intelligence. These concerns must be addressed effectively to build trust and ensure compliance with privacy regulations, which can impact the overall growth of the market.

Market Trends

Blockchain technology is emerging as a popular solution for comprehensive risk management. It offers a secure method of storing data and tracking transactions, making it suitable for tracking and managing risks effectively. The development of blockchain in risk management solutions provides enhanced transparency and accountability. Furthermore, there is a growing emphasis on ethics within risk management practices. As the use of AI introduces ethical implications, such as the potential for bias, organizations are placing increased focus on ensuring ethical considerations are incorporated into risk management processes. This ensures responsible and fair decision-making when utilizing AI technologies.

Table of Contents

Executive Summary

  • Market Overview
  • Wheel of Fortune

Research Methodology

  • Information Procurement
  • Secondary & Primary Data Sources
  • Market Size Estimation
  • Market Assumptions & Limitations

Parent Market Analysis

  • Market Overview
  • Market Size
  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges

Key Market Insights

  • Technology Analysis
  • Pricing Analysis
  • Supply Chain Analysis
  • Value Chain Analysis
  • Ecosystem of the Market
  • IP Analysis
  • Trade Analysis
  • Startup Analysis
  • Raw Material Analysis
  • Innovation Matrix
  • Pipeline Product Analysis
  • Macroeconomic Indicators
  • Top Investment Analysis
  • Key Success Factor
  • Degree of Competition

Market Dynamics & Outlook

  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges
  • Regulatory Landscape
  • Porters Analysis
    • Competitive rivalry
    • Threat of Substitute Products
    • Bargaining Power of Buyers
    • Threat of New Entrants
    • Bargaining Power of Suppliers
  • Skyquest Special Insights on Future Disruptions
    • Political Impact
    • Economic Impact
    • Social Impact
    • Technical Impact
    • Environmental Impact
    • Legal Impact

Global AI For Risk Management Market by Technology

  • Market Overview
  • Hardware
  • software
  • Services

Global AI For Risk Management Market Size by Region

  • Market Overview
  • North America
    • USA
    • Canada
  • Europe
    • Germany
    • Spain
    • France
    • UK
    • Rest of Europe
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Rest of Asia-Pacific
  • Latin America
    • Brazil
    • Rest of Latin America
  • Middle East & Africa (MEA)
    • GCC Countries
    • South Africa
    • Rest of MEA

Competitive Landscape

  • Top 5 Player Comparison
  • Market Positioning of Key Players, 2021
  • Strategies Adopted by Key Market Players
  • Top Winning Strategies
    • By Development
    • By Company
    • By Year
  • Recent Activities in the Market
  • Key Companies Market Share (%), 2021

Key Company Profiles

  • Smart bridge
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Logic manager
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • CCMSI
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • BizVibe
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Protecht
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Yodel Services
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • MetricStream
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Navex Global
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Origami Risk
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • RMS
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Deltek
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Congruity360
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Enablon
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments