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市場調查報告書

商品編碼

1915625

2025-2029年全球人工智慧監控市場

Global AI In Observability Market 2025-2029

出版日期: 2026年01月19日 | 出版商:

TechNavio | 英文 302 Pages | 訂單完成後即時交付

價格

簡介目錄

全球人工智慧驅動的可觀測性市場預計將在2024年至2029年間成長至29.195億美元，預測期內複合年成長率（CAGR）為22.5%。本報告對全球人工智慧驅動的可觀測性市場進行了全面分析，包括市場規模和預測、趨勢、成長要素和挑戰，以及對約25家公司的供應商分析。

該報告對當前市場格局、最新趨勢和促進因素以及整體市場環境進行了最新分析，其驅動成長要素、更加注重數位用戶體驗和業務永續營運，以及提高營運效率和彌合技能差距的需求。

本研究採用客觀的方法，結合一手和二手訊息，包括來自主要行業相關人員的意見。報告包含全面的市場規模數據、區域細分分析、供應商格局以及對主要企業的分析。報告提供歷史數據和預測數據。

市場覆蓋範圍
基準年	2025
目標期	2029
預測期	2025-2029
成長勢頭	加速度
同比	18.1%
複合年成長率	22.5%
增量	29.195億美元

研究指出，生成式人工智慧與自然語言介面的整合是未來幾年推動全球人工智慧監控市場成長的關鍵因素之一。此外，平台整合、OpenTelemetry的興起以及面向MLOps和FinOps的專業監控能力的拓展，預計也將顯著提升市場需求。

區域細分
區域比較
北美洲
- 美國
- 加拿大
- 墨西哥
歐洲
- 英國
- 德國
- 法國
- 義大利
- 西班牙
- 俄羅斯
亞太地區
- 中國
- 日本
- 印度
- 韓國
- 澳洲
- 新加坡
中東和非洲
- 沙烏地阿拉伯
- 阿拉伯聯合大公國
- 南非
- 以色列
- 土耳其
南美洲
- 巴西
- 阿根廷
- 哥倫比亞
各區域的市場機遇

第12章：促進因素、挑戰與機遇

市場促進因素
市場挑戰
促進因素和挑戰的影響
市場機遇

第13章競爭格局

概述
競爭格局
令人困惑的局面
產業風險

第14章競爭分析

公司簡介
企業排名指數
公司市場定位
Arize AI Inc.
Broadcom Inc.
Cisco Systems Inc.
Datadog Inc.
Dell Technologies Inc.
Dynatrace Inc.
Fiddler Labs Inc.
Grafana Labs
IBM Corp.
LogicMonitor Inc.
Logshero Ltd.
Microsoft Corp.
Middleware Software, Inc.
New Relic Inc.
Superwise

第15章附錄

簡介目錄

Product Code: IRTNTR81019

The global AI in observability market is forecasted to grow by USD 2919.5 mn during 2024-2029, accelerating at a CAGR of 22.5% during the forecast period. The report on the global AI in observability market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing complex architectures and exponential data growth , intensifying focus on digital user experience and business continuity , need to enhance operational efficiency and mitigate skills gap .

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	18.1%
CAGR	22.5%
Incremental Value	$2919.5 mn

Technavio's global AI in observability market is segmented as below:

By Deployment

Cloud-based
On-premises

By Component

Solution
Services

By End-User

IT and telecom
BFSI
Retail and e-commerce
Healthcare
Others

Geography

North America
- US
- Canada
- Mexico
Europe
- UK
- Germany
- France
- Italy
- Spain
- Russia
APAC
- China
- Japan
- India
- South Korea
- Australia
- Singapore
Middle East and Africa
- UAE
- South Africa
- Turkey
South America
- Brazil
- Argentina
- Colombia
Rest of World (ROW)

This study identifies the integration of generative AI and natural language interfaces as one of the prime reasons driving the global AI in observability market growth during the next few years. Also, platform consolidation and ascendancy of opentelemetry and expansion into specialized observability for mlops and finops will lead to sizable demand in the market.

The report on the global AI in observability market covers the following areas:

Global AI in observability market sizing
Global AI in observability market forecast
Global AI in observability market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI in observability market vendors that include Arize AI Inc., BigPanda Inc., Broadcom Inc., Cisco Systems Inc., Datadog Inc., Dell Technologies Inc., Dynatrace Inc., Elasticsearch B.V., Fiddler Labs Inc., Grafana Labs, IBM Corp., LogicMonitor Inc., Logshero Ltd., Microsoft Corp., Middleware Software, Inc., New Relic Inc., PagerDuty Inc., ScienceLogic Inc., Superwise. Also, the global AI in observability market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
2.3 Factors of disruption
2.4 Impact of drivers and challenges

3 Market Landscape

3.1 Market ecosystem
3.2 Market characteristics
3.3 Value chain analysis

4 Market Sizing

4.1 Market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

5.1 Global AI In Observability Market 2019 - 2023
- Historic Market Size - Data Table on Global AI In Observability Market 2019 - 2023 ($ million)
5.2 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.3 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
6.7 Market condition

7 Market Segmentation by Deployment

7.1 Market segments
7.2 Comparison by Deployment
7.3 Cloud-based - Market size and forecast 2024-2029
7.4 On-premises - Market size and forecast 2024-2029
7.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)

8 Market Segmentation by Component

8.1 Market segments
8.2 Comparison by Component
8.3 Solution - Market size and forecast 2024-2029
8.4 Services - Market size and forecast 2024-2029
8.5 Market opportunity by Component
- Market opportunity by Component ($ million)

9 Market Segmentation by End-user

9.1 Market segments
9.2 Comparison by End-user
9.3 IT and telecom - Market size and forecast 2024-2029
9.4 BFSI - Market size and forecast 2024-2029
9.5 Retail and e-commerce - Market size and forecast 2024-2029
9.6 Healthcare - Market size and forecast 2024-2029
9.7 Others - Market size and forecast 2024-2029
9.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)

10 Customer Landscape

10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

11.1 Geographic segmentation
11.2 Geographic comparison
11.3 North America - Market size and forecast 2024-2029
- 11.3.1 US - Market size and forecast 2024-2029
- 11.3.2 Canada - Market size and forecast 2024-2029
- 11.3.3 Mexico - Market size and forecast 2024-2029
11.4 Europe - Market size and forecast 2024-2029
- 11.4.1 UK - Market size and forecast 2024-2029
- 11.4.2 Germany - Market size and forecast 2024-2029
- 11.4.3 France - Market size and forecast 2024-2029
- 11.4.4 Italy - Market size and forecast 2024-2029
- 11.4.5 Spain - Market size and forecast 2024-2029
- 11.4.6 Russia - Market size and forecast 2024-2029
11.5 APAC - Market size and forecast 2024-2029
- 11.5.1 China - Market size and forecast 2024-2029
- 11.5.2 Japan - Market size and forecast 2024-2029
- 11.5.3 India - Market size and forecast 2024-2029
- 11.5.4 South Korea - Market size and forecast 2024-2029
- 11.5.5 Australia - Market size and forecast 2024-2029
- 11.5.6 Singapore - Market size and forecast 2024-2029
11.6 Middle East and Africa - Market size and forecast 2024-2029
- 11.6.1 Saudi Arabia - Market size and forecast 2024-2029
- 11.6.2 UAE - Market size and forecast 2024-2029
- 11.6.3 South Africa - Market size and forecast 2024-2029
- 11.6.4 Israel - Market size and forecast 2024-2029
- 11.6.5 Turkey - Market size and forecast 2024-2029
11.7 South America - Market size and forecast 2024-2029
- 11.7.1 Brazil - Market size and forecast 2024-2029
- 11.7.2 Argentina - Market size and forecast 2024-2029
- 11.7.3 Colombia - Market size and forecast 2024-2029
11.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

12.1 Market drivers
- Increasing complex architectures and exponential data growth
- Intensifying focus on digital user experience and business continuity
- Need to enhance operational efficiency and mitigate skills gap
12.2 Market challenges
- Complexity of data integration and achieving high quality telemetry
- High total cost of ownership and difficulties in quantifying return on investment
- Lack of trust in AI recommendations and need for cultural shift
12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities
- Integration of generative AI and natural language interfaces
- Platform consolidation and ascendancy of OpenTelemetry
- Expansion into specialized observability for MLOps and FinOps

13 Competitive Landscape

13.1 Overview
13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
- Overview on factors of disruption
13.4 Industry risks
- Impact of key risks on business

14 Competitive Analysis

14.1 Companies profiled
- Companies covered
14.2 Company ranking index
- Company ranking index
14.3 Market positioning of companies
- Matrix on companies position and classification
14.4 Arize AI Inc.
- Arize AI Inc. - Overview
- Arize AI Inc. - Product / Service
- Arize AI Inc. - Key offerings
- SWOT
14.5 Broadcom Inc.
- Broadcom Inc. - Overview
- Broadcom Inc. - Business segments
- Broadcom Inc. - Key news
- Broadcom Inc. - Key offerings
- Broadcom Inc. - Segment focus
- SWOT
14.6 Cisco Systems Inc.
- Cisco Systems Inc. - Overview
- Cisco Systems Inc. - Business segments
- Cisco Systems Inc. - Key news
- Cisco Systems Inc. - Key offerings
- Cisco Systems Inc. - Segment focus
- SWOT
14.7 Datadog Inc.
- Datadog Inc. - Overview
- Datadog Inc. - Product / Service
- Datadog Inc. - Key offerings
- SWOT
14.8 Dell Technologies Inc.
- Dell Technologies Inc. - Overview
- Dell Technologies Inc. - Business segments
- Dell Technologies Inc. - Key news
- Dell Technologies Inc. - Key offerings
- Dell Technologies Inc. - Segment focus
- SWOT
14.9 Dynatrace Inc.
- Dynatrace Inc. - Overview
- Dynatrace Inc. - Product / Service
- Dynatrace Inc. - Key news
- Dynatrace Inc. - Key offerings
- SWOT
14.10 Fiddler Labs Inc.
- Fiddler Labs Inc. - Overview
- Fiddler Labs Inc. - Product / Service
- Fiddler Labs Inc. - Key offerings
- SWOT
14.11 Grafana Labs
- Grafana Labs - Overview
- Grafana Labs - Product / Service
- Grafana Labs - Key offerings
- SWOT
14.12 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
14.13 LogicMonitor Inc.
- LogicMonitor Inc. - Overview
- LogicMonitor Inc. - Product / Service
- LogicMonitor Inc. - Key offerings
- SWOT
14.14 Logshero Ltd.
- Logshero Ltd. - Overview
- Logshero Ltd. - Product / Service
- Logshero Ltd. - Key offerings
- SWOT
14.15 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
14.16 Middleware Software, Inc.
- Middleware Software, Inc. - Overview
- Middleware Software, Inc. - Product / Service
- Middleware Software, Inc. - Key offerings
- SWOT
14.17 New Relic Inc.
- New Relic Inc. - Overview
- New Relic Inc. - Product / Service
- New Relic Inc. - Key offerings
- SWOT
14.18 Superwise
- Superwise - Overview
- Superwise - Product / Service
- Superwise - Key offerings
- SWOT

15 Appendix

15.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
15.3 Currency conversion rates for US$
- Currency conversion rates for US$
15.4 Research methodology
- Research methodology
15.5 Data procurement
- Information sources
15.6 Data validation
- Data validation
15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
15.8 Data synthesis
- Data synthesis
15.9 360 degree market analysis
- 360 degree market analysis
15.10 List of abbreviations
- List of abbreviations