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封面
市场调查报告书
商品编码
1321874

风险管理人工智能的全球市场 - 按技术(硬件、软件)划分的市场规模、份额和增长分析 - 行业预测(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个工作天内

价格
简介目录

全球风险管理人工智能市场将在 2021 年达到 89 亿美元，到 2022 年将达到 113.6 亿美元。 预计该市场在预测期内(2023-2030年)将以11.3%的复合年增长率扩张，并于2030年扩大至685亿美元。

人工智能因其在创意生成、数据源、模型开发和监控等多种用途而在风险管理领域越来越受欢迎。 在风险管理中，人工智能在识别组织的监管和声誉风险方面发挥着关键作用。 利用当前框架和组织价值观，人工智能执行风险评估并确定公司需要收集和处理的必要数据。 选择正确的数据集对于确保结果质量至关重要，过去的风险管理经验指导着人工智能模型处理的决策过程。

风险管理中的人工智能具有多种优势，包括威胁分析和管理、降低风险、欺诈检测和数据分类。 机器学习算法可以分析来自各种来源的大量数据并生成实时预测模型，帮助风险经理和安全团队主动应对风险。 人工智能还可以评估与风险组织行为相关的非结构化数据，并从过去的事件中识别出作为风险预测因子的行为模式。

由于高度隐私问题，人工智能行业的市场增长可能面临障碍。 初创公司和新进入者可能会发现部署专门的人工智能服务的成本很高，即使使用云原生解决方案也是如此。 此外，处理大量数据的成本很高。 除了所需的财务投资外，数据隐私和保护也是处理人工智能和机器智能时的主要问题。 为了建立信任并确保遵守隐私法规，这些问题需要得到有效解决，并可能影响整个市场的增长。

区块链技术正在成为全面风险管理的流行解决方案。 它提供了一种安全存储数据和跟踪交易的方法，使其适合跟踪和有效管理风险。 区块链在风险管理解决方案中的进步增强了透明度和问责制。 此外，道德在风险管理实践中变得越来越重要。 人工智能的使用带来了道德影响，例如潜在的偏见，导致组织专注于确保将道德考虑纳入其风险管理流程。 这确保了利用人工智能技术时负责任和公平的决策。

本报告审视了全球人工智能风险管理市场，并提供了市场概述、技术和地区趋势以及进入市场的公司概况。

内容

执行摘要

母公司市场分析

市场规模

  • 市场动态
  • 驱动程序
  • 机会
  • 制约因素
  • 任务

主要市场洞察

  • 技术分析
  • 价格分析
  • 供应链分析
  • 价值链分析
  • 市场生态系统
  • 知识产权分析
  • 趋势分析
  • 初创企业分析
  • 原材料分析
  • 创新矩阵
  • 管道产品分析
  • 宏观经济指标
  • 热门投资分析
  • 关键成功因素
  • 争用程度

市场动态与展望

  • 市场动态
  • 驱动程序
  • 机会
  • 制约因素
  • 任务
  • 监管状况
  • 波特分析

全球风险管理人工智能市场(按技术)

  • 市场概览
  • 硬件
  • 软件

全球风险管理人工智能市场(按地区)

  • 市场概览
  • 北美
  • 欧洲
  • 亚太地区
  • 拉丁美洲
  • 中东和非洲

竞争格局

  • 主要公司简介
    • Smart bridge
    • Logic manager
    • CCMSI
    • BizVibe
    • Protecht
    • Yodel Services
    • MetricStream
    • Navex Global
    • Origami Risk
    • RMS
    • Deltek
    • Congruity360
    • Enablon
简介目录
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