من المتوقع أن يصل حجم سوق منصة AIOps إلى 46.2 مليار دولار أمريكي بحلول عام 2031 من 4.9 مليار دولار أمريكي في عام 2023. ومن المتوقع أن يسجل السوق معدل نمو سنوي مركب بنسبة 32.2٪ خلال الفترة 2023-2031. ومن المرجح أن يظل التكامل المتزايد لمنصات AIOps والتعاون بين الإنسان والذكاء الاصطناعي في تكنولوجيا المعلومات من الاتجاهات الرئيسية في السوق.
تحليل سوق منصة AIOps
تستفيد حلول AIOps من نهج قائم على البيانات لتحديد وحل مشكلات تكنولوجيا المعلومات السائدة. فهي تستخدم منصة مركزية لتجميع البيانات الأساسية من مصادر مختلفة وتحليلها وتقديم حلول دقيقة ورؤى قابلة للتنفيذ، مما يؤدي في النهاية إلى تحسين تجربة المستخدم. ستبحث هذه المقالة الشاملة في مفهوم AIOps، مع تقديم أمثلة متعددة وحالات استخدام لتوضيح كيف يمكن لـ AIOps تحسين وتبسيط العمليات التجارية الفنية والتشغيلية.
نظرة عامة على سوق منصة AIOps
يغطي AIOps، وهو اختصار لـ "الذكاء الاصطناعي لعمليات تكنولوجيا المعلومات"، المنصات التي تستخدم التعلم الآلي والتحليلات لتبسيط عمليات تكنولوجيا المعلومات. من خلال الاستفادة من كميات كبيرة من البيانات التشغيلية، يمكن لـ AIOps تحديد المشكلات ومعالجتها بسرعة. من خلال تطبيق التعلم الآلي، يستخدم AIOps مصادر بيانات متنوعة لتوليد رؤى آلية تعمل على تحسينها وتطورها بلا نهاية. تم تصميم AIOps لمعالجة بيئة تكنولوجيا المعلومات المتغيرة بسرعة من خلال دمج قدرات التعلم الآلي والأتمتة والبيانات الضخمة.
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محركات وفرص سوق منصة AIOps
زيادة تكامل منصات AIOps لصالح السوق
إن التكامل المتزايد لمنصات AIOps في أنظمة تكنولوجيا المعلومات الراسخة هو أحد الاتجاهات الجديرة بالملاحظة في السنوات الأخيرة. تدرك الشركات مدى أهمية عمل تقنيات AIOps وحلول إدارة تكنولوجيا المعلومات الحالية معًا بسلاسة. يصبح النهج الكامل لعمليات تكنولوجيا المعلومات ممكنًا من خلال هذا التكامل، والذي يعمل أيضًا على تحسين الرؤية وتسريع الاستجابة للمشاكل وتبسيط إجراءات اتخاذ القرار. تعمل AIOps كقوة موحدة تعمل على تنسيق عمليات تكنولوجيا المعلومات مع الأهداف التنظيمية الشاملة من خلال إزالة الحواجز وتعزيز التعاون.
التعاون بين الحوسبة الحافة وAIOps
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)
- قدمت شركة Riverbed، الرائدة في مجال مراقبة الذكاء الاصطناعي، منصة المراقبة الأكثر تقدمًا والمدعومة بالذكاء الاصطناعي لتحسين التجارب الرقمية وأطلقت العديد من الحلول الجديدة ووكيلًا موحدًا مبنيًا على هذه البنية المفتوحة. من خلال التوسع في مجموعتها الواسعة من البيانات ذات الدقة الكاملة عبر مشهد تكنولوجيا المعلومات، تمكن قدرات المراقبة الجديدة لشركة Riverbed الآن تكنولوجيا المعلومات من التغلب على نقاط الضعف في الرؤية حول السحابة العامة وبنية Zero Trust وSD-WAN وبيئات العمل عن بُعد. بالإضافة إلى ذلك، مع Aternity Mobile ، يمكن لتكنولوجيا المعلومات الآن مراقبة أداء الأجهزة المحمولة التي تعمل بنظامي التشغيل iOS وAndroid المملوكة للمؤسسات من Apple لتحديد مشكلات التجربة الرقمية بشكل استباقي واتخاذ إجراءات مستهدفة لتحسين إنتاجية الموظفين في الخطوط الأمامية. كما أطلقت الشركة الجيل التالي من Riverbed IQ 2.0. تعمل خدمة AIOps هذه على تقليل إجهاد التنبيهات وتمكن تكنولوجيا المعلومات من تحديد المشكلات وحلها بشكل أسرع باستخدام الارتباط والأتمتة التي تعتمد على الذكاء الاصطناعي لبيانات Riverbed والجهات الخارجية.
(المصدر: Riverbed Technology، بيان صحفي، مايو 2024)
تقرير سوق منصة AIOps والتغطية والنتائج المتوقعة
يوفر تقرير "حجم سوق منصة AIOps والتوقعات (2021-2031)" تحليلاً مفصلاً للسوق يغطي المجالات التالية:
- حجم سوق منصة AIOps وتوقعاتها على المستويات العالمية والإقليمية والوطنية لجميع قطاعات السوق الرئيسية التي يغطيها النطاق
- اتجاهات سوق منصة AIOps بالإضافة إلى ديناميكيات السوق مثل المحركات والقيود والفرص الرئيسية
- تحليل مفصل لقوى PEST/Porter الخمس وSWOT
- تحليل سوق منصة AIOps يغطي اتجاهات السوق الرئيسية والإطار العالمي والإقليمي والجهات الفاعلة الرئيسية واللوائح والتطورات الأخيرة في السوق
- تحليل المشهد الصناعي والمنافسة الذي يغطي تركيز السوق، وتحليل خريطة الحرارة، واللاعبين البارزين، والتطورات الأخيرة لسوق منصة AIOps
- ملفات تعريف الشركة التفصيلية
- Historical Analysis (2 Years), Base Year, Forecast (7 Years) with CAGR
- PEST and SWOT Analysis
- Market Size Value / Volume - Global, Regional, Country
- Industry and Competitive Landscape
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Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
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.
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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.