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AI Agent Observability Software

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Market Outlook & Growth Opportunities

Global AI Agent Observability Software Market Outlook and Growth Opportunities 2026

5 June 2026200 pages

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Industry ResearchAI Agent Observability Software Industry Research Report 2026126 pages · $2,950 USDIndustry Growth & TrendsGlobal AI Agent Observability Software Industry Growth and Trends Forecast to 2032110 pages · $3,450 USDMarket StructureGlobal AI Agent Observability Software Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032198 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal AI Agent Observability Software Market Outlook and Growth Opportunities 2026200 pages · $4,250 USDMarket Analysis & ForecastGlobal AI Agent Observability Software Market Analysis and Forecast 2026-2032212 pages · $4,950 USD

Market perspective

The global AI Agent Observability Software market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a compound annual growth rate (CAGR) of % over 2026-2032.

The North America market for AI Agent Observability Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

The Europe market for AI Agent Observability Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Read the full market overview

The Asia Pacific market for AI Agent Observability Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

In China, the AI Agent Observability Software market is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Major global companies in the AI Agent Observability Software market include Arize AI, Monte Carlo, Fiddler, Langfuse, Maxim AI, Superwise, AgentOps, Arize Phoenix and Braintrust, among others. In 2025, the top three vendors together accounted for approximately % of global market revenue.

This report provides an overview of the global AI Agent Observability Software market in terms of revenue and gross margin, analyzing global market trends using historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of AI Agent Observability Software and market revenue by major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents AI Agent Observability Software revenue, market share, and industry ranking for the main companies for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

Across the 2021-2026 period, the analysis compares revenue growth and profitability profiles by company, distinguishing participants with sustained expansion from those with more cyclical performance, and relates these patterns to differences in regional exposure, product portfolios, and application focus in the global AI Agent Observability Software market.

AI Agent Observability Software Segment by Company

Arize AI

Monte Carlo

Fiddler

Langfuse

Maxim AI

Superwise

AgentOps

Arize Phoenix

Braintrust

HoneyHive

Langchain

Netra

NotiLens

Respan

SAP

GUANCE

TRANSWARP

Singularity.AI

AI Agent Observability Software Segment by Type

Cloud-based

On-Premises

AI Agent Observability Software Segment by Application

Large Enterprises

SMEs

AI Agent Observability Software Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global AI Agent Observability Software status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.

2. To present the AI Agent Observability Software key companies, revenue, market share, and recent developments.

3. To split the AI Agent Observability Software breakdown data by regions, type, companies, and application.

4. To analyze the global and key regions AI Agent Observability Software market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify AI Agent Observability Software significant trends, drivers, influence factors in global and regions.

6. To analyze AI Agent Observability Software competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global AI Agent Observability Software market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of AI Agent Observability Software and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in sales and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market.

5. This report helps stakeholders to gain insights into which regions to target globally.

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of AI Agent Observability Software.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Introduces the report scope of the report, global total market size.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global AI Agent Observability Software industry.

Chapter 3: Detailed analysis of AI Agent Observability Software company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: Sales value of AI Agent Observability Software in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of key country in the world.

Chapter 7: Sales value of AI Agent Observability Software in country level. It provides sigmate data by type, and by application for each country/region.

Chapter 8: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.

Chapter 9: Concluding Insights.

More report detail

Tables and figures
List of Tables Table 1. AI Agent Observability Software Industry Trends Table 2. AI Agent Observability Software Industry Drivers Table 3. AI Agent Observability Software Industry Opportunities and Challenges Table 4. AI Agent Observability Software Industry Restraints Table 5. Global AI Agent Observability Software Revenue by Company (US$ Million) & (2021-2026) Table 6. Global AI Agent Observability Software Revenue Share by Company (2021-2026) Table 7. Global AI Agent Observability Software Company Ranking, (2024-2026) & (US$ Million) Table 8. Global AI Agent Observability Software Key Company Manufacturing Base & Headquarters Table 9. Global AI Agent Observability Software Company, Product Type & Application Table 10. Global AI Agent Observability Software Company Establishment Date Table 11. Global Company Market Concentration Ratio (CR5 and HHI) Table 12. Global AI Agent Observability Software by Company Type (Tier 1, Tier 2, and Tier 3) & (Based on Revenue of 2025) Table 13. Mergers & Acquisitions, Expansion Table 14. Significant Companies of Cloud-based Table 15. Significant Companies of On-Premises Table 16. Global AI Agent Observability Software Sales Value by Type 2021 VS 2025 VS 2032 (US$ Million) Table 17. Global AI Agent Observability Software Sales Value by Type (2021-2026) & (US$ Million) Table 18. Global AI Agent Observability Software Sales Value by Type (2027-2032) & (US$ Million) Table 19. Global AI Agent Observability Software Sales Value Share by Type (2021-2026) Table 20. Global AI Agent Observability Software Sales Value Share by Type (2027-2032) Table 21. Significant Companies of Large Enterprises Table 22. Significant Companies of SMEs Table 23. Global AI Agent Observability Software Sales Value by Application 2021 VS 2025 VS 2032 (US$ Million) Table 24. Global AI Agent Observability Software Sales Value by Application (2021-2026) & (US$ Million) Table 25. Global AI Agent Observability Software Sales Value by Application (2027-2032) & (US$ Million) Table 26. Global AI Agent Observability Software Sales Value Share by Application (2021-2026) Table 27. Global AI Agent Observability Software Sales Value Share by Application (2027-2032) Table 28. Global AI Agent Observability Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Table 29. Global AI Agent Observability Software Sales Value by Region (2021-2026) & (US$ Million) Table 30. Global AI Agent Observability Software Sales Value Share by Region (2021-2026) Table 31. Global AI Agent Observability Software Sales Value by Region (2027-2032) & (US$ Million) Table 32. Global AI Agent Observability Software Sales Value Share by Region (2027-2032) Table 33. Global AI Agent Observability Software Sales Value by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 34. Global AI Agent Observability Software Sales Value by Country (2021-2026) & (US$ Million) Table 35. Global AI Agent Observability Software Sales Value Market Share by Country (2021-2026) Table 36. Global AI Agent Observability Software Sales Value by Country (2027-2032) & (US$ Million) Table 37. Global AI Agent Observability Software Sales Value Market Share by Country (2027-2032) Table 38. Arize AI Company Information Table 39. Arize AI Business Overview Table 40. Arize AI AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 41. Arize AI AI Agent Observability Software Product Portfolio Table 42. Arize AI Recent Development Table 43. Monte Carlo Company Information Table 44. Monte Carlo Business Overview Table 45. Monte Carlo AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 46. Monte Carlo AI Agent Observability Software Product Portfolio Table 47. Monte Carlo Recent Development Table 48. Fiddler Company Information Table 49. Fiddler Business Overview Table 50. Fiddler AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 51. Fiddler AI Agent Observability Software Product Portfolio Table 52. Fiddler Recent Development Table 53. Langfuse Company Information Table 54. Langfuse Business Overview Table 55. Langfuse AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 56. Langfuse AI Agent Observability Software Product Portfolio Table 57. Langfuse Recent Development Table 58. Maxim AI Company Information Table 59. Maxim AI Business Overview Table 60. Maxim AI AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 61. Maxim AI AI Agent Observability Software Product Portfolio Table 62. Maxim AI Recent Development Table 63. Superwise Company Information Table 64. Superwise Business Overview Table 65. Superwise AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 66. Superwise AI Agent Observability Software Product Portfolio Table 67. Superwise Recent Development Table 68. AgentOps Company Information Table 69. AgentOps Business Overview Table 70. AgentOps AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 71. AgentOps AI Agent Observability Software Product Portfolio Table 72. AgentOps Recent Development Table 73. Arize Phoenix Company Information Table 74. Arize Phoenix Business Overview Table 75. Arize Phoenix AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 76. Arize Phoenix AI Agent Observability Software Product Portfolio Table 77. Arize Phoenix Recent Development Table 78. Braintrust Company Information Table 79. Braintrust Business Overview Table 80. Braintrust AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 81. Braintrust AI Agent Observability Software Product Portfolio Table 82. Braintrust Recent Development Table 83. HoneyHive Company Information Table 84. HoneyHive Business Overview Table 85. HoneyHive AI Agent Observability Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 86. HoneyHive AI Agent Observability Software Product Portfolio Table 87. HoneyHive Recent Development Table 88. Langchain Company Information Table 89. Langchain Business Overview Table 90. Langchain AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 91. Langchain AI Agent Observability Software Product Portfolio Table 92. Langchain Recent Development Table 93. Netra Company Information Table 94. Netra Business Overview Table 95. Netra AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 96. Netra AI Agent Observability Software Product Portfolio Table 97. Netra Recent Development Table 98. NotiLens Company Information Table 99. NotiLens Business Overview Table 100. NotiLens AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 101. NotiLens AI Agent Observability Software Product Portfolio Table 102. NotiLens Recent Development Table 103. Respan Company Information Table 104. Respan Business Overview Table 105. Respan AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 106. Respan AI Agent Observability Software Product Portfolio Table 107. Respan Recent Development Table 108. SAP Company Information Table 109. SAP Business Overview Table 110. SAP AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 111. SAP AI Agent Observability Software Product Portfolio Table 112. SAP Recent Development Table 113. GUANCE Company Information Table 114. GUANCE Business Overview Table 115. GUANCE AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 116. GUANCE AI Agent Observability Software Product Portfolio Table 117. GUANCE Recent Development Table 118. TRANSWARP Company Information Table 119. TRANSWARP Business Overview Table 120. TRANSWARP AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 121. TRANSWARP AI Agent Observability Software Product Portfolio Table 122. TRANSWARP Recent Development Table 123. Singularity.AI Company Information Table 124. Singularity.AI Business Overview Table 125. Singularity.AI AI Agent Observability Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 126. Singularity.AI AI Agent Observability Software Product Portfolio Table 127. Singularity.AI Recent Development Table 128. Research Programs/Design for This Report Table 129. Authors List of This Report Table 130. Secondary Sources Table 131. Primary Sources List of Figures Figure 1. AI Agent Observability Software Product Image Figure 2. Global AI Agent Observability Software Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 3. Global AI Agent Observability Software Market Size (2021-2032) & (US$ Million) Figure 4. Global AI Agent Observability Software Company Revenue Ranking in 2025 (US$ Million) Figure 5. Global Top 5 and 10 Company Market Share by Revenue in 2025 (US$ Million) Figure 6. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 7. Cloud-based Image Figure 8. On-Premises Image Figure 9. Global AI Agent Observability Software Sales Value by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 10. Global AI Agent Observability Software Sales Value Share 2021 VS 2025 VS 2032 Figure 11. Global AI Agent Observability Software Sales Value Share by Type (2021-2032) Figure 12. Large Enterprises Image Figure 13. SMEs Image Figure 14. Global AI Agent Observability Software Sales Value by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 15. Global AI Agent Observability Software Sales Value Share 2021 VS 2025 VS 2032 Figure 16. Global AI Agent Observability Software Sales Value Share by Application (2021-2032) Figure 17. Global AI Agent Observability Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Figure 18. Global AI Agent Observability Software Sales Value Share by Region: 2021 VS 2025 VS 2032 Figure 19. North America AI Agent Observability Software Sales Value (2021-2032) & (US$ Million) Figure 20. North America AI Agent Observability Software Sales Value Share by Country (%), 2025 VS 2032 Figure 21. Europe AI Agent Observability Software Sales Value (2021-2032) & (US$ Million) Figure 22. Europe AI Agent Observability Software Sales Value Share by Country (%), 2025 VS 2032 Figure 23. Asia-Pacific AI Agent Observability Software Sales Value (2021-2032) & (US$ Million) Figure 24. Asia-Pacific AI Agent Observability Software Sales Value Share by Country (%), 2025 VS 2032 Figure 25. South America AI Agent Observability Software Sales Value (2021-2032) & (US$ Million) Figure 26. South America AI Agent Observability Software Sales Value Share by Country (%), 2025 VS 2032 Figure 27. Middle East & Africa AI Agent Observability Software Sales Value (2021-2032) & (US$ Million) Figure 28. Middle East & Africa AI Agent Observability Software Sales Value Share by Country (%), 2025 VS 2032 Figure 29. USA AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 30. USA AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 31. USA AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 32. Canada AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 33. Canada AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 34. Canada AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 35. Mexico AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 36. Mexico AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 37. Mexico AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 38. Germany AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 39. Germany AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 40. Germany AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 41. France AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 42. France AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 43. France AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 44. U.K. AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 45. U.K. AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 46. U.K. AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 47. Italy AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 48. Italy AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 49. Italy AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 50. Spain AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 51. Spain AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 52. Spain AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 53. Russia AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 54. Russia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 55. Russia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 56. Netherlands AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 57. Netherlands AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 58. Netherlands AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 59. Nordic Countries AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 60. Nordic Countries AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 61. Nordic Countries AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 62. China AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 63. China AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 64. China AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 65. Japan AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 66. Japan AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 67. Japan AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 68. South Korea AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 69. South Korea AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 70. South Korea AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 71. India AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 72. India AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 73. India AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 74. Australia AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 75. Australia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 76. Australia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 77. Southeast Asia AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 78. Southeast Asia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 79. Southeast Asia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 80. Brazil AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 81. Brazil AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 82. Brazil AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 83. Argentina AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 84. Argentina AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 85. Argentina AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 86. Chile AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 87. Chile AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 88. Chile AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 89. Colombia AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 90. Colombia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 91. Colombia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 92. Peru AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 93. Peru AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 94. Peru AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 95. Saudi Arabia AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 96. Saudi Arabia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 97. Saudi Arabia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 98. Israel AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 99. Israel AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 100. Israel AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 101. UAE AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 102. UAE AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 103. UAE AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 104. Turkey AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 105. Turkey AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 106. Turkey AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 107. Iran AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 108. Iran AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 109. Iran AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 110. Egypt AI Agent Observability Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 111. Egypt AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 112. Egypt AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 113. Years Considered Figure 114. Research Process Figure 115. Key Executives Interviewed

Scope & coverage.

Types
  • Cloud-based
  • On-Premises
Applications
  • Large Enterprises
  • SMEs
Companies covered
  • Arize AI
  • Monte Carlo
  • Fiddler
  • Langfuse
  • Maxim AI
  • Superwise
  • AgentOps
  • Arize Phoenix
  • Braintrust
  • HoneyHive
  • Langchain
  • Netra
  • NotiLens
  • Respan
  • SAP
  • GUANCE
  • TRANSWARP
  • Singularity.AI

Inside the report.

1 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Global AI Agent Observability Software Market Size, 2021 VS 2025 VS 2032
  3. 1.3 Global AI Agent Observability Software Market Size (2021-2032)
  4. 1.4 Assumptions and Limitations
  5. 1.5 Study Goals and Objectives
2 AI Agent Observability Software Market Dynamics
  1. 2.1 AI Agent Observability Software Industry Trends
  2. 2.2 AI Agent Observability Software Industry Drivers
  3. 2.3 AI Agent Observability Software Industry Opportunities and Challenges
  4. 2.4 AI Agent Observability Software Industry Restraints
3 AI Agent Observability Software Market by Company
  1. 3.1 Global AI Agent Observability Software Company Revenue Ranking in 2025
  2. 3.2 Global AI Agent Observability Software Revenue by Company (2021-2026)
  3. 3.3 Global AI Agent Observability Software Company Ranking (2024-2026)
  4. 3.4 Global AI Agent Observability Software Company Manufacturing Base and Headquarters
  5. 3.5 Global AI Agent Observability Software Company Product Type and Application
  6. 3.6 Global AI Agent Observability Software Company Establishment Date
  7. 3.7 Market Competitive Analysis
  8. 3.7.1 Global AI Agent Observability Software Market Concentration Ratio (CR5 and HHI)
  9. 3.7.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
  10. 3.7.3 2025 AI Agent Observability Software Tier 1, Tier 2, and Tier 3 Companies
  11. 3.8 Mergers and Acquisitions Expansion
4 AI Agent Observability Software Market by Type
  1. 4.1 AI Agent Observability Software Type Introduction
  2. 4.1.1 Cloud-based
  3. 4.1.2 On-Premises
  4. 4.2 Global AI Agent Observability Software Sales Value by Type
  5. 4.2.1 Global AI Agent Observability Software Sales Value by Type (2021 VS 2025 VS 2032)
  6. 4.2.2 Global AI Agent Observability Software Sales Value by Type (2021-2032)
  7. 4.2.3 Global AI Agent Observability Software Sales Value Share by Type (2021-2032)
5 AI Agent Observability Software Market by Application
  1. 5.1 AI Agent Observability Software Application Introduction
  2. 5.1.1 Large Enterprises
  3. 5.1.2 SMEs
  4. 5.2 Global AI Agent Observability Software Sales Value by Application
  5. 5.2.1 Global AI Agent Observability Software Sales Value by Application (2021 VS 2025 VS 2032)
  6. 5.2.2 Global AI Agent Observability Software Sales Value by Application (2021-2032)
  7. 5.2.3 Global AI Agent Observability Software Sales Value Share by Application (2021-2032)
6 AI Agent Observability Software Regional Value Analysis
  1. 6.1 Global AI Agent Observability Software Sales Value by Region: 2021 VS 2025 VS 2032
  2. 6.2 Global AI Agent Observability Software Sales Value by Region (2021-2032)
  3. 6.2.1 Global AI Agent Observability Software Sales Value by Region: 2021-2026
  4. 6.2.2 Global AI Agent Observability Software Sales Value by Region (2027-2032)
  5. 6.3 North America
  6. 6.3.1 North America AI Agent Observability Software Sales Value (2021-2032)
  7. 6.3.2 North America AI Agent Observability Software Sales Value Share by Country, 2025 VS 2032
  8. 6.4 Europe
  9. 6.4.1 Europe AI Agent Observability Software Sales Value (2021-2032)
  10. 6.4.2 Europe AI Agent Observability Software Sales Value Share by Country, 2025 VS 2032
  11. 6.5 Asia-Pacific
  12. 6.5.1 Asia-Pacific AI Agent Observability Software Sales Value (2021-2032)
  13. 6.5.2 Asia-Pacific AI Agent Observability Software Sales Value Share by Country, 2025 VS 2032
  14. 6.6 South America
  15. 6.6.1 South America AI Agent Observability Software Sales Value (2021-2032)
  16. 6.6.2 South America AI Agent Observability Software Sales Value Share by Country, 2025 VS 2032
  17. 6.7 Middle East & Africa
  18. 6.7.1 Middle East & Africa AI Agent Observability Software Sales Value (2021-2032)
  19. 6.7.2 Middle East & Africa AI Agent Observability Software Sales Value Share by Country, 2025 VS 2032
7 AI Agent Observability Software Country-level Value Analysis
  1. 7.1 Global AI Agent Observability Software Sales Value by Country: 2021 VS 2025 VS 2032
  2. 7.2 Global AI Agent Observability Software Sales Value by Country (2021-2032)
  3. 7.2.1 Global AI Agent Observability Software Sales Value by Country (2021-2026)
  4. 7.2.2 Global AI Agent Observability Software Sales Value by Country (2027-2032)
  5. 7.3 USA
  6. 7.3.1 USA AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  7. 7.3.2 USA AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  8. 7.3.3 USA AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  9. 7.4 Canada
  10. 7.4.1 Canada AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  11. 7.4.2 Canada AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  12. 7.4.3 Canada AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  13. 7.5 Mexico
  14. 7.5.1 Mexico AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  15. 7.5.2 Mexico AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  16. 7.5.3 Mexico AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  17. 7.6 Germany
  18. 7.6.1 Germany AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  19. 7.6.2 Germany AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  20. 7.6.3 Germany AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  21. 7.7 France
  22. 7.7.1 France AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  23. 7.7.2 France AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  24. 7.7.3 France AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  25. 7.8 U.K.
  26. 7.8.1 U.K. AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  27. 7.8.2 U.K. AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  28. 7.8.3 U.K. AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  29. 7.9 Italy
  30. 7.9.1 Italy AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  31. 7.9.2 Italy AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  32. 7.9.3 Italy AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  33. 7.10 Spain
  34. 7.10.1 Spain AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  35. 7.10.2 Spain AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  36. 7.10.3 Spain AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  37. 7.11 Russia
  38. 7.11.1 Russia AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  39. 7.11.2 Russia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  40. 7.11.3 Russia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  41. 7.12 Netherlands
  42. 7.12.1 Netherlands AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  43. 7.12.2 Netherlands AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  44. 7.12.3 Netherlands AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  45. 7.13 Nordic Countries
  46. 7.13.1 Nordic Countries AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  47. 7.13.2 Nordic Countries AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  48. 7.13.3 Nordic Countries AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  49. 7.14 China
  50. 7.14.1 China AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  51. 7.14.2 China AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  52. 7.14.3 China AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  53. 7.15 Japan
  54. 7.15.1 Japan AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  55. 7.15.2 Japan AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  56. 7.15.3 Japan AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  57. 7.16 South Korea
  58. 7.16.1 South Korea AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  59. 7.16.2 South Korea AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  60. 7.16.3 South Korea AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  61. 7.17 India
  62. 7.17.1 India AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  63. 7.17.2 India AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  64. 7.17.3 India AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  65. 7.18 Australia
  66. 7.18.1 Australia AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  67. 7.18.2 Australia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  68. 7.18.3 Australia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  69. 7.19 Southeast Asia
  70. 7.19.1 Southeast Asia AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  71. 7.19.2 Southeast Asia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  72. 7.19.3 Southeast Asia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  73. 7.20 Brazil
  74. 7.20.1 Brazil AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  75. 7.20.2 Brazil AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  76. 7.20.3 Brazil AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  77. 7.21 Argentina
  78. 7.21.1 Argentina AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  79. 7.21.2 Argentina AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  80. 7.21.3 Argentina AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  81. 7.22 Chile
  82. 7.22.1 Chile AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  83. 7.22.2 Chile AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  84. 7.22.3 Chile AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  85. 7.23 Colombia
  86. 7.23.1 Colombia AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  87. 7.23.2 Colombia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  88. 7.23.3 Colombia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  89. 7.24 Peru
  90. 7.24.1 Peru AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  91. 7.24.2 Peru AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  92. 7.24.3 Peru AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  93. 7.25 Saudi Arabia
  94. 7.25.1 Saudi Arabia AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  95. 7.25.2 Saudi Arabia AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  96. 7.25.3 Saudi Arabia AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  97. 7.26 Israel
  98. 7.26.1 Israel AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  99. 7.26.2 Israel AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  100. 7.26.3 Israel AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  101. 7.27 UAE
  102. 7.27.1 UAE AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  103. 7.27.2 UAE AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  104. 7.27.3 UAE AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  105. 7.28 Turkey
  106. 7.28.1 Turkey AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  107. 7.28.2 Turkey AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  108. 7.28.3 Turkey AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  109. 7.29 Iran
  110. 7.29.1 Iran AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  111. 7.29.2 Iran AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  112. 7.29.3 Iran AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
  113. 7.30 Egypt
  114. 7.30.1 Egypt AI Agent Observability Software Sales Value Growth Rate (2021-2032)
  115. 7.30.2 Egypt AI Agent Observability Software Sales Value Share by Type, 2025 VS 2032
  116. 7.30.3 Egypt AI Agent Observability Software Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
  1. 8.1 Arize AI
  2. 8.1.1 Arize AI Company Information
  3. 8.1.2 Arize AI Business Overview
  4. 8.1.3 Arize AI AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  5. 8.1.4 Arize AI AI Agent Observability Software Product Portfolio
  6. 8.1.5 Arize AI Recent Developments
  7. 8.2 Monte Carlo
  8. 8.2.1 Monte Carlo Company Information
  9. 8.2.2 Monte Carlo Business Overview
  10. 8.2.3 Monte Carlo AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  11. 8.2.4 Monte Carlo AI Agent Observability Software Product Portfolio
  12. 8.2.5 Monte Carlo Recent Developments
  13. 8.3 Fiddler
  14. 8.3.1 Fiddler Company Information
  15. 8.3.2 Fiddler Business Overview
  16. 8.3.3 Fiddler AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  17. 8.3.4 Fiddler AI Agent Observability Software Product Portfolio
  18. 8.3.5 Fiddler Recent Developments
  19. 8.4 Langfuse
  20. 8.4.1 Langfuse Company Information
  21. 8.4.2 Langfuse Business Overview
  22. 8.4.3 Langfuse AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  23. 8.4.4 Langfuse AI Agent Observability Software Product Portfolio
  24. 8.4.5 Langfuse Recent Developments
  25. 8.5 Maxim AI
  26. 8.5.1 Maxim AI Company Information
  27. 8.5.2 Maxim AI Business Overview
  28. 8.5.3 Maxim AI AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  29. 8.5.4 Maxim AI AI Agent Observability Software Product Portfolio
  30. 8.5.5 Maxim AI Recent Developments
  31. 8.6 Superwise
  32. 8.6.1 Superwise Company Information
  33. 8.6.2 Superwise Business Overview
  34. 8.6.3 Superwise AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  35. 8.6.4 Superwise AI Agent Observability Software Product Portfolio
  36. 8.6.5 Superwise Recent Developments
  37. 8.7 AgentOps
  38. 8.7.1 AgentOps Company Information
  39. 8.7.2 AgentOps Business Overview
  40. 8.7.3 AgentOps AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  41. 8.7.4 AgentOps AI Agent Observability Software Product Portfolio
  42. 8.7.5 AgentOps Recent Developments
  43. 8.8 Arize Phoenix
  44. 8.8.1 Arize Phoenix Company Information
  45. 8.8.2 Arize Phoenix Business Overview
  46. 8.8.3 Arize Phoenix AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  47. 8.8.4 Arize Phoenix AI Agent Observability Software Product Portfolio
  48. 8.8.5 Arize Phoenix Recent Developments
  49. 8.9 Braintrust
  50. 8.9.1 Braintrust Company Information
  51. 8.9.2 Braintrust Business Overview
  52. 8.9.3 Braintrust AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  53. 8.9.4 Braintrust AI Agent Observability Software Product Portfolio
  54. 8.9.5 Braintrust Recent Developments
  55. 8.10 HoneyHive
  56. 8.10.1 HoneyHive Company Information
  57. 8.10.2 HoneyHive Business Overview
  58. 8.10.3 HoneyHive AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  59. 8.10.4 HoneyHive AI Agent Observability Software Product Portfolio
  60. 8.10.5 HoneyHive Recent Developments
  61. 8.11 Langchain
  62. 8.11.1 Langchain Company Information
  63. 8.11.2 Langchain Business Overview
  64. 8.11.3 Langchain AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  65. 8.11.4 Langchain AI Agent Observability Software Product Portfolio
  66. 8.11.5 Langchain Recent Developments
  67. 8.12 Netra
  68. 8.12.1 Netra Company Information
  69. 8.12.2 Netra Business Overview
  70. 8.12.3 Netra AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  71. 8.12.4 Netra AI Agent Observability Software Product Portfolio
  72. 8.12.5 Netra Recent Developments
  73. 8.13 NotiLens
  74. 8.13.1 NotiLens Company Information
  75. 8.13.2 NotiLens Business Overview
  76. 8.13.3 NotiLens AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  77. 8.13.4 NotiLens AI Agent Observability Software Product Portfolio
  78. 8.13.5 NotiLens Recent Developments
  79. 8.14 Respan
  80. 8.14.1 Respan Company Information
  81. 8.14.2 Respan Business Overview
  82. 8.14.3 Respan AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  83. 8.14.4 Respan AI Agent Observability Software Product Portfolio
  84. 8.14.5 Respan Recent Developments
  85. 8.15 SAP
  86. 8.15.1 SAP Company Information
  87. 8.15.2 SAP Business Overview
  88. 8.15.3 SAP AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  89. 8.15.4 SAP AI Agent Observability Software Product Portfolio
  90. 8.15.5 SAP Recent Developments
  91. 8.16 GUANCE
  92. 8.16.1 GUANCE Company Information
  93. 8.16.2 GUANCE Business Overview
  94. 8.16.3 GUANCE AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  95. 8.16.4 GUANCE AI Agent Observability Software Product Portfolio
  96. 8.16.5 GUANCE Recent Developments
  97. 8.17 TRANSWARP
  98. 8.17.1 TRANSWARP Company Information
  99. 8.17.2 TRANSWARP Business Overview
  100. 8.17.3 TRANSWARP AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  101. 8.17.4 TRANSWARP AI Agent Observability Software Product Portfolio
  102. 8.17.5 TRANSWARP Recent Developments
  103. 8.18 Singularity.AI
  104. 8.18.1 Singularity.AI Company Information
  105. 8.18.2 Singularity.AI Business Overview
  106. 8.18.3 Singularity.AI AI Agent Observability Software Revenue and Gross Margin (2021-2026)
  107. 8.18.4 Singularity.AI AI Agent Observability Software Product Portfolio
  108. 8.18.5 Singularity.AI Recent Developments
9 Concluding Insights
    10 Appendix
    1. 10.1 Reasons for Doing This Study
    2. 10.2 Research Methodology
    3. 10.3 Research Process
    4. 10.4 Authors List of This Report
    5. 10.5 Data Source
    6. 10.5.1 Secondary Sources
    7. 10.5.2 Primary Sources

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