1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. COVID-19 Landscape: AI-based Data Observability Software Industry Impact
5.2. COVID 19 - Impact Assessment for the Industry
5.3. COVID 19 Impact: Global Major Government Policy
5.4. Market Trends and Opportunities in the COVID-19 Landscape
6.1. Market Dynamics
6.1.1. Market Drivers
6.1.2. Market Restraints
6.1.3. Market Opportunities
6.2. Porter’s Five Forces Analysis
6.2.1. Bargaining power of suppliers
6.2.2. Bargaining power of buyers
6.2.3. Threat of substitute
6.2.4. Threat of new entrants
6.2.5. Degree of competition
7.1.1. Company Market Share/Positioning Analysis
7.1.2. Key Strategies Adopted by Players
7.1.3. Vendor Landscape
7.1.3.1. List of Suppliers
7.1.3.2. List of Buyers
8.1. AI-based Data Observability Software Market, by Component
8.1.1. Software Platforms
8.1.1.1. Market Revenue and Forecast
8.1.2. Services
8.1.2.1. Market Revenue and Forecast
9.1. AI-based Data Observability Software Market, by Deployment Mode
9.1.1. Cloud-based
9.1.1.1. Market Revenue and Forecast
9.1.2. On-premise
9.1.2.1. Market Revenue and Forecast
9.1.3. Hybrid
9.1.3.1. Market Revenue and Forecast
10.1. AI-based Data Observability Software Market, by Capability Type
10.1.1. Anomaly Detection & Alerting
10.1.1.1. Market Revenue and Forecast
10.1.2. Root Cause Analysis & Auto-triage
10.1.2.1. Market Revenue and Forecast
10.1.3. Data Lineage & Impact Analysis
10.1.3.1. Market Revenue and Forecast
10.1.4. SLA Monitoring & Incident Management
10.1.4.1. Market Revenue and Forecast
10.1.5. Other Capabilities
10.1.5.1. Market Revenue and Forecast
11.1. AI-based Data Observability Software Market, by End-User Industry
11.1.1. BFSI
11.1.1.1. Market Revenue and Forecast
11.1.2. IT & Telecom
11.1.2.1. Market Revenue and Forecast
11.1.3. Retail & E-commerce
11.1.3.1. Market Revenue and Forecast
11.1.4. Healthcare & Life Sciences
11.1.4.1. Market Revenue and Forecast
11.1.5. Media & Entertainment
11.1.5.1. Market Revenue and Forecast
11.1.6. Manufacturing
11.1.6.1. Market Revenue and Forecast
11.1.7. Government & Public Sector
11.1.7.1. Market Revenue and Forecast
11.1.8. Energy & Utilities
11.1.8.1. Market Revenue and Forecast
11.1.9. Other Industries
11.1.9.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Component
12.1.2. Market Revenue and Forecast, by Deployment Mode
12.1.3. Market Revenue and Forecast, by Capability Type
12.1.4. Market Revenue and Forecast, by End-User Industry
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Component
12.1.5.2. Market Revenue and Forecast, by Deployment Mode
12.1.5.3. Market Revenue and Forecast, by Capability Type
12.1.5.4. Market Revenue and Forecast, by End-User Industry
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Component
12.1.6.2. Market Revenue and Forecast, by Deployment Mode
12.1.6.3. Market Revenue and Forecast, by Capability Type
12.1.6.4. Market Revenue and Forecast, by End-User Industry
12.2. Europe
12.2.1. Market Revenue and Forecast, by Component
12.2.2. Market Revenue and Forecast, by Deployment Mode
12.2.3. Market Revenue and Forecast, by Capability Type
12.2.4. Market Revenue and Forecast, by End-User Industry
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Component
12.2.5.2. Market Revenue and Forecast, by Deployment Mode
12.2.5.3. Market Revenue and Forecast, by Capability Type
12.2.5.4. Market Revenue and Forecast, by End-User Industry
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Component
12.2.6.2. Market Revenue and Forecast, by Deployment Mode
12.2.6.3. Market Revenue and Forecast, by Capability Type
12.2.6.4. Market Revenue and Forecast, by End-User Industry
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Component
12.2.7.2. Market Revenue and Forecast, by Deployment Mode
12.2.7.3. Market Revenue and Forecast, by Capability Type
12.2.7.4. Market Revenue and Forecast, by End-User Industry
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Component
12.2.8.2. Market Revenue and Forecast, by Deployment Mode
12.2.8.3. Market Revenue and Forecast, by Capability Type
12.2.8.4. Market Revenue and Forecast, by End-User Industry
12.3. APAC
12.3.1. Market Revenue and Forecast, by Component
12.3.2. Market Revenue and Forecast, by Deployment Mode
12.3.3. Market Revenue and Forecast, by Capability Type
12.3.4. Market Revenue and Forecast, by End-User Industry
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Component
12.3.5.2. Market Revenue and Forecast, by Deployment Mode
12.3.5.3. Market Revenue and Forecast, by Capability Type
12.3.5.4. Market Revenue and Forecast, by End-User Industry
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Component
12.3.6.2. Market Revenue and Forecast, by Deployment Mode
12.3.6.3. Market Revenue and Forecast, by Capability Type
12.3.6.4. Market Revenue and Forecast, by End-User Industry
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Component
12.3.7.2. Market Revenue and Forecast, by Deployment Mode
12.3.7.3. Market Revenue and Forecast, by Capability Type
12.3.7.4. Market Revenue and Forecast, by End-User Industry
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Component
12.3.8.2. Market Revenue and Forecast, by Deployment Mode
12.3.8.3. Market Revenue and Forecast, by Capability Type
12.3.8.4. Market Revenue and Forecast, by End-User Industry
12.4. MEA
12.4.1. Market Revenue and Forecast, by Component
12.4.2. Market Revenue and Forecast, by Deployment Mode
12.4.3. Market Revenue and Forecast, by Capability Type
12.4.4. Market Revenue and Forecast, by End-User Industry
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Component
12.4.5.2. Market Revenue and Forecast, by Deployment Mode
12.4.5.3. Market Revenue and Forecast, by Capability Type
12.4.5.4. Market Revenue and Forecast, by End-User Industry
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Component
12.4.6.2. Market Revenue and Forecast, by Deployment Mode
12.4.6.3. Market Revenue and Forecast, by Capability Type
12.4.6.4. Market Revenue and Forecast, by End-User Industry
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Component
12.4.7.2. Market Revenue and Forecast, by Deployment Mode
12.4.7.3. Market Revenue and Forecast, by Capability Type
12.4.7.4. Market Revenue and Forecast, by End-User Industry
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Component
12.4.8.2. Market Revenue and Forecast, by Deployment Mode
12.4.8.3. Market Revenue and Forecast, by Capability Type
12.4.8.4. Market Revenue and Forecast, by End-User Industry
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Component
12.5.2. Market Revenue and Forecast, by Deployment Mode
12.5.3. Market Revenue and Forecast, by Capability Type
12.5.4. Market Revenue and Forecast, by End-User Industry
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Component
12.5.5.2. Market Revenue and Forecast, by Deployment Mode
12.5.5.3. Market Revenue and Forecast, by Capability Type
12.5.5.4. Market Revenue and Forecast, by End-User Industry
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Component
12.5.6.2. Market Revenue and Forecast, by Deployment Mode
12.5.6.3. Market Revenue and Forecast, by Capability Type
12.5.6.4. Market Revenue and Forecast, by End-User Industry
13.1. Monte Carlo
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. Acceldata
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. Telmai
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Sifflet
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. Arize AI
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. Logz.io
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. WhyLabs
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. Decube
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Splunk
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. Informatica
13.10.1. Company Overview
13.10.2. Product Offerings
13.10.3. Financial Performance
13.10.4. Recent Initiatives
14.1. Primary Research
14.2. Secondary Research
14.3. Assumptions
15.1. About Us
15.2. Glossary of Terms
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