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AI Agent Observability Tools

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Market Outlook & Growth Opportunities

Global AI Agent Observability Tools Market Outlook and Growth Opportunities 2026

Report ID 174566770412 August 2026206 pages

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Industry ResearchAI Agent Observability Tools Industry Research Report 2026126 pages · $2,950 USDIndustry Growth & TrendsGlobal AI Agent Observability Tools Industry Growth and Trends Forecast to 2032111 pages · $3,450 USDMarket StructureGlobal AI Agent Observability Tools Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032190 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal AI Agent Observability Tools Market Outlook and Growth Opportunities 2026206 pages · $4,250 USDMarket Analysis & ForecastGlobal AI Agent Observability Tools Market Analysis and Forecast 2026-2032189 pages · $4,950 USD

Market perspective

The global AI Agent Observability Tools 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 Tools 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 Tools 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 Tools 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 Tools 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 Tools market include Langfuse, Maxim AI, Superwise, AgentOps, Arize Phoenix, Braintrust, HoneyHive, Langchain and Netra, 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 Tools 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 Tools 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 Tools 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 Tools market.

AI Agent Observability Tools Segment by Company

Langfuse

Maxim AI

Superwise

AgentOps

Arize Phoenix

Braintrust

HoneyHive

Langchain

Netra

NotiLens

Respan

SAP

GUANCE

TRANSWARP

Singularity.AI

Arize AI

Monte Carlo

Fiddler

AI Agent Observability Tools Segment by Type

Cloud-based

On-premise

AI Agent Observability Tools Segment by Application

Large Enterprises

SMEs

AI Agent Observability Tools 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 Tools status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.

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

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

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

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

6. To analyze AI Agent Observability Tools 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 Tools 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 Tools 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 Tools.

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 Tools industry.

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

Inside the report.

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