预计到 2031 年,AIOps 平台市场规模将从 2023 年的 49 亿美元增至 462 亿美元。预计 2023-2031 年期间市场复合年增长率将达到 32.2%。AIOps 平台的不断整合以及 IT 领域的人机协作很可能仍是市场的主要趋势。
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存在的 IT 问题。它们利用集中式平台汇总来自各种来源的重要数据,对其进行分析,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探讨 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 可以快速识别和解决问题。通过应用 ML,AIOps 利用各种数据源来生成不断改进和发展的自动化洞察。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 平台市场驱动因素和机遇
增强 AIOps 平台集成度以利于市场
近年来,AIOps 平台越来越多地融入成熟的 IT 生态系统,这是值得关注的趋势之一。企业意识到 AIOps 技术与现有 IT 管理解决方案无缝协作的重要性。这种集成使 IT 运营的完整方法成为可能,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 充当着一股统一力量,通过消除障碍和促进协作,使 IT 运营与总体组织目标相协调。
边缘计算与AIOps的协作
As edge computing gains traction, AIOps is expanding beyond traditional data centers. It is anticipated that AIOps systems will provide real-time monitoring and management capabilities by integrating with edge computing environments. The combination of edge computing and AIOps improves the agility of IT operations, particularly in sectors where high-performance computation and low latency are essential.
AIOps Platform Market Report Segmentation Analysis
Key segments that contributed to the derivation of the AIOps platform market analysis are component, deployment, organization size, and vertical.
- Based on component, the market is segmented into platforms and services. The platforms segment held a significant market share in 2023.
- In terms of deployment, the market is divided into on-premises and cloud. The on-premises segment held a substantial share of the market in 2023.
- Based on organization size, the market is segmented into SMEs and large enterprises. The large enterprises segment held a significant market share in 2023.
- In terms of vertical, the market is divided into BFSI, telecom and IT, manufacturing, government, and others. The telecom and IT segment held a substantial share of the market in 2023.
AIOps Platform Market Share Analysis by Geography
The geographic scope of the AIOps platform market report is mainly divided into five regions: North America, Asia Pacific, Europe, Middle East & Africa, and South & Central America.
North America is projected to hold a significant revenue share of the AIOps platform market. AI-powered consumer financial advisory applications are gaining push in the US, aiming to assist individuals in making informed investment choices. This trend can be accredited to the proliferation of AIOps platform providers in the region. Various enterprises, encompassing both tech start-ups and industry frontrunners, are actively engaged in the development of AIOps platforms. The widespread adoption of AIOps platforms in the region is supported by substantial investment in research and development, as well as a sustained drive towards digital transformation in prosperous nations.
AIOps Platform Market Regional Insights
The regional trends and factors influencing the AIOps Platform Market throughout the forecast period have been thoroughly explained by the analysts at Insight Partners. This section also discusses AIOps Platform Market segments and geography across North America, Europe, Asia Pacific, Middle East and Africa, and South and Central America.
- Get the Regional Specific Data for AIOps Platform Market
AIOps Platform Market Report Scope
| Report Attribute | Details |
|---|---|
| Market size in 2023 | US$ 4.9 Billion |
| Market Size by 2031 | US$ 46.2 Billion |
| Global CAGR (2023 - 2031) | 32.2% |
| Historical Data | 2021-2022 |
| Forecast period | 2024-2031 |
| Segments Covered | By Component
|
| Regions and Countries Covered | North America
|
| Market leaders and key company profiles |
|
Market Players Density: Understanding Its Impact on Business Dynamics
The AIOps Platform Market market is growing rapidly, driven by increasing end-user demand due to factors such as evolving consumer preferences, technological advancements, and greater awareness of the product's benefits. As demand rises, businesses are expanding their offerings, innovating to meet consumer needs, and capitalizing on emerging trends, which further fuels market growth.
Market players density refers to the distribution of firms or companies operating within a particular market or industry. It indicates how many competitors (market players) are present in a given market space relative to its size or total market value.
Major Companies operating in the AIOps Platform Market are:
- IBM
- AppDynamics
- BMC Software, Inc
- Broadcom Inc
- Dynatrace LLC
- HCL Technologies Limited
Disclaimer: The companies listed above are not ranked in any particular order.
- Get the AIOps Platform Market top key players overview
AIOps Platform Market News and Recent Developments
The AIOps platform market is evaluated by gathering qualitative and quantitative data post primary and secondary research, which includes important corporate publications, association data, and databases. A few of the developments in the AIOps platform market are listed below:
- Dell Technologies (NYSE: DELL) announced it has signed a definitive agreement to acquire Moogsoft, an AI-driven provider of intelligent monitoring solutions that support DevOps and ITOps. This transaction will further enhance Dell’s AIOps capabilities as part of its longstanding approach of embedding AI functionality within its product portfolio and as a critical component of its “multi-cloud by design” strategy.
(Source: Dell Inc., Press Release, July 2023)
- 人工智能可观测性领域的领导者 Riverbed 推出了最先进的人工智能可观测性平台,以优化数字体验,并推出了基于这一开放架构的多种新解决方案和统一代理。Riverbed 的新可观测性功能扩展了其在整个 IT 领域收集的全保真数据,现在可使 IT 部门克服公有云、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 部门现在可以监控企业拥有的 Apple iOS 和 Android 移动设备的性能,以主动识别数字体验问题并采取有针对性的措施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 服务通过使用人工智能驱动的 Riverbed 和第三方数据的关联和自动化,减少了警报疲劳,并使 IT 部门能够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交付成果
“AIOps 平台市场规模和预测(2021-2031)”报告对市场进行了详细分析,涵盖以下领域:
- 范围内涵盖的所有关键细分市场的全球、区域和国家层面的 AIOps 平台市场规模和预测
- AIOps 平台市场趋势以及驱动因素、限制因素和关键机遇等市场动态
- 详细的 PEST/波特五力分析和 SWOT 分析
- AIOps 平台市场分析涵盖关键市场趋势、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
- 历史分析(2 年)、基准年、预测(7 年)及复合年增长率
- PEST和SWOT分析
- 市场规模、价值/数量 - 全球、区域、国家
- 行业和竞争格局
- Excel 数据集
近期报告
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- 明智的决策
- 了解市场动态
- 竞争分析
- 客户洞察
- 市场预测
- 风险规避
- 战略规划
- 投资论证
- 识别新兴市场
- 优化营销策略
- 提升运营效率
- 顺应监管趋势


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