AIOps Platform Market Growth Drivers and Opportunities 2031
AIOps 平台市场规模预计将从 2023 年的 49 亿美元增至 2031 年的 462 亿美元。预计 2023 年至 2031 年期间,该市场的复合年增长率将达到 32.2%。 AIOps 平台的日益集成以及 IT 领域的人机协作可能仍然是市场的主要趋势。
AIOps平台市场分析
AIOps 解决方案利用数据驱动的方法来识别和解决普遍的 IT 问题。他们利用集中式平台来汇总来自各种来源的基本数据,进行分析,并提供精确的解决方案和可操作的见解,最终改善用户体验。这篇包罗万象的文章将研究 AIOps 的概念,提供多个示例和用例来说明 AIOps 如何优化和简化技术和运营业务流程。
AIOps 平台市场概览
AIOps 是“IT 运营人工智能”的缩写,涵盖利用机器学习 (ML) 和分析来简化 IT 运营的平台。通过利用大量运营数据,AIOps 可以快速识别并解决问题。通过机器学习的应用,AIOps 利用不同的数据源来生成不断完善和发展的自动化见解。 AIOps 旨在通过集成机器学习、自动化和大数据功能来应对快速变化的 IT 环境。
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AIOps 平台市场:
AIOps Platform Market: Strategic Insights
AIOps Platform Market
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CAGR (2023 - 2031)
32.2%
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Market Size 2023
US$ 4.9 Billion
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Market Size 2031
US$ 46.2 Billion
Key Players
- IBM
- AppDynamics
- BMC Software, Inc
- Broadcom Inc
- Dynatrace LLC
- HCL Technologies Limited
- Micro Focus International plc
- Moogsoft
- Resolve Systems, LLC
- Splunk Inc.
Regional Overview
- 北美(美国、加拿大、墨西哥)
- 欧洲(英国、德国、法国、俄罗斯、意大利、欧洲其他地区)
- 亚太地区(中国、印度、日本、澳大利亚、亚太地区其他地区)
- 南美洲和中美洲(巴西、阿根廷、南美洲和中美洲其他地区)
- 中东和非洲(南非、沙特阿拉伯、阿联酋、中东和非洲其他地区)
Market Segmentation
组件(平台和服务)
部署(本地和云)
组织规模(中小型企业和大型企业)
垂直行业(BFSI、电信和 IT、制造业、政府等)
AIOps Platform Market: Strategic Insights
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CAGR (2023 - 2031)32.2% -
Market Size 2023
US$ 4.9 Billion -
Market Size 2031
US$ 46.2 Billion
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Key Players
- IBM
- AppDynamics
- BMC Software, Inc
- Broadcom Inc
- Dynatrace LLC
- HCL Technologies Limited
- Micro Focus International plc
- Moogsoft
- Resolve Systems, LLC
- Splunk Inc.
Regional Overview
![](https://www.theinsightpartners.com/assets/images/rd_int_img/ig-regional.png)
- 北美(美国、加拿大、墨西哥)
- 欧洲(英国、德国、法国、俄罗斯、意大利、欧洲其他地区)
- 亚太地区(中国、印度、日本、澳大利亚、亚太地区其他地区)
- 南美洲和中美洲(巴西、阿根廷、南美洲和中美洲其他地区)
- 中东和非洲(南非、沙特阿拉伯、阿联酋、中东和非洲其他地区)
Market Segmentation
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年均复合增长率(2023 - 2031)32.2%- 2023 年市场规模
49 亿美元 - 2031 年市场规模
462 亿美元
![](https://www.theinsightpartners.com/assets/images/rd_int_img/tip-logo.jpg)
市场动态
- 增强 AIOps 平台的集成度
- IT 运营中的人机协作
- 边缘计算与AIOps之间的协作
关键人物;主力;重要一员
- 国际商业机器公司
- 应用动态
- BMC 软件公司
- 博通公司
- Dynatrace有限责任公司
- HCL科技有限公司
- 微焦点国际有限公司
- 穆格软件
- 解决系统有限责任公司
- 斯普朗克公司
区域概况
![](https://www.theinsightpartners.com/assets/images/rd_int_img/ig-regional.png)
- 北美
- 欧洲
- 亚太
- 南美洲和中美洲
- 中东和非洲
市场细分
![](https://www.theinsightpartners.com/assets/images/rd_int_img/cust_bullet_danger.png)
- 平台和服务
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- 本地和云
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- 中小企业和大型企业
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- BFSI
- 电信和信息技术
- 制造业
- 政府
- 其他的
- 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。
AIOps 平台市场驱动因素和机遇
加强 AIOps 平台的集成以支持市场
AIOps 平台越来越多地融入成熟的 IT 生态系统是近年来一个值得注意的趋势。企业正在意识到 AIOps 技术和现有 IT 管理解决方案无缝协作的重要性。这种集成使完整的 IT 运营方法成为可能,同时还提高了可见性、加快了问题响应速度并简化了决策程序。 AIOps 充当一股统一力量,通过消除障碍和促进协作来协调 IT 运营与总体组织目标。
边缘计算与AIOps之间的协作
随着边缘计算的发展,AIOps 正在扩展到传统数据中心之外。预计AIOps系统将通过与边缘计算环境集成来提供实时监控和管理功能。边缘计算和 AIOps 的结合提高了 IT 运营的敏捷性,特别是在高性能计算和低延迟至关重要的领域。
AIOps 平台市场报告细分分析
有助于得出 AIOps 平台市场分析的关键部分是组件、部署、组织规模和垂直领域。
- 根据组件,市场分为平台和服务。 2023 年,平台细分市场占据重要市场份额。
- 在部署方面,市场分为本地和云。 2023 年,本地市场占据了相当大的市场份额。
- 根据组织规模,市场分为中小企业和大型企业。 2023 年,大型企业细分市场占据重要市场份额。
- 从垂直角度来看,市场分为BFSI、电信和IT、制造业、政府等。到 2023 年,电信和 IT 领域将占据相当大的市场份额。
AIOps 平台按地理位置市场份额分析
AIOps平台市场报告的地理范围主要分为五个地区:北美、亚太地区、欧洲、中东和非洲、南美洲和中美洲。
预计北美将在 AIOps 平台市场中占据重要的收入份额。由人工智能驱动的消费者金融咨询应用程序在美国正在受到推动,旨在帮助个人做出明智的投资选择。这一趋势可以归因于该地区 AIOps 平台提供商的激增。包括科技初创企业和行业领先者在内的各类企业都在积极参与AIOps平台的开发。 AIOps 平台在该地区的广泛采用得益于大量研发投资以及繁荣国家数字化转型的持续推动。
AIOps 平台市场报告范围
报告属性 | 细节 |
---|---|
2023年市场规模 | 49亿美元 |
2031 年市场规模 | 462亿美元 |
全球复合年增长率(2023 - 2031) | 32.2% |
历史数据 | 2021-2022 |
预测期 | 2024-2031 |
涵盖的细分市场 | 按组件
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覆盖地区和国家 | 北美
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市场领导者和主要公司简介 |
|
- 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。
AIOps 平台市场新闻和最新动态
AIOps 平台市场是通过收集小学和中学研究后的定性和定量数据来评估的,其中包括重要的企业出版物、协会数据和数据库。下面列出了 AIOps 平台市场的一些发展:
- 戴尔科技集团(纽约证券交易所股票代码:DELL)宣布已签署收购Moogsoft的最终协议。Moogsoft是一家人工智能驱动的智能监控解决方案提供商,支持DevOps和ITOps。此次交易将进一步增强戴尔的 AIOps 能力,作为其将人工智能功能嵌入其产品组合的长期方法的一部分,并作为其“多云设计”战略的关键组成部分。
(来源:戴尔公司,新闻稿,2023 年 7 月)
- Riverbed 是人工智能可观察性领域的领导者,推出了最先进的人工智能驱动的可观察性平台来优化数字体验,并推出了多种新的解决方案和基于此开放架构的统一代理。 Riverbed 的新可观测性功能扩展了其在整个 IT 领域广泛收集的全保真数据,现在使 IT 能够克服公共云、零信任和 SD-WAN 架构以及远程工作环境的可见性盲点。此外,借助 Aternity Mobile,IT 现在可以监控企业拥有的 Apple iOS 和 Android 移动设备性能,以主动识别数字体验问题并采取有针对性的行动来提高一线员工的工作效率。该公司还发布了下一代Riverbed IQ 2.0。这项 AIOps 服务可减少警报疲劳,并使 IT 能够通过使用 AI 驱动的 Riverbed 和第三方数据的关联性和自动化来更快地识别和解决问题。
(来源:Riverbed Technology,新闻稿,2024 年 5 月)
AIOps 平台市场报告覆盖范围和可交付成果
《AIOps 平台市场规模和预测(2021-2031)》报告对涵盖以下领域的市场进行了详细分析:
- AIOps 平台市场规模以及全球、区域和国家层面涵盖的所有关键细分市场的预测
- AIOps 平台市场趋势以及市场动态,例如驱动因素、限制因素和关键机遇
- 详细的 PEST/波特五力分析和 SWOT 分析
- AIOps 平台市场分析,涵盖主要市场趋势、全球和区域框架、主要参与者、法规和最新市场发展
- 行业格局和竞争分析,涵盖市场集中度、热图分析、知名参与者以及 AIOps 平台市场的最新发展
- 详细的公司简介
AIOps Platform Market Report Scope
Report Attribute | Details |
---|---|
Market size in | US$ 4.9 Billion |
Market Size by | US$ 46.2 Billion |
Global CAGR | 32.2% |
Historical Data | 2021-2022 |
Forecast period | 2024-2031 |
Segments Covered |
By 组件(平台和服务) |
Regions and Countries Covered |
北美(美国、加拿大、墨西哥)
|
Market leaders and key company profiles |
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![Report Coverage](https://www.theinsightpartners.com/assets/rdimages/report_coverage.png)
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
![Segment Covered](https://www.theinsightpartners.com/assets/rdimages/segment_covered.png)
Segment Covered
This text is related
to segments covered.
![Regional Scope](https://www.theinsightpartners.com/assets/rdimages/regional_scope.png)
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
![Country Scope](https://www.theinsightpartners.com/assets/rdimages/country_scope.png)
Country Scope
This text is related
to country scope.
Frequently Asked Questions
The global AIOps platform market is estimated to register a CAGR of 32.2% during the forecast period 2023–2031.
Increasing integration of AIOps platforms and focus on sustainable IT operations are driving market growth.
Human-AI collaboration in IT operations is a key trend in the market.
IBM, AppDynamics, BMC Software, Inc., Broadcom Inc., Dynatrace LLC, HCL Technologies Limited, Micro Focus International plc, Moogsoft, Resolve Systems, LLC, and Splunk Inc. are key players operating in the market.
The report can be delivered in PDF/PPT format; we can also share excel dataset based on the request.
Some of the customization options available based on the request are additional 3–5 company profiles and country-specific analysis of 3–5 countries of your choice. Customizations are to be requested/discussed before making final order confirmation, as our team would review the same and check the feasibility.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.