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: Manufacturing Analytics 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. Portes 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. Manufacturing Analytics Market, by Component / Offering
8.1.1. Software Platforms & Applications
8.1.1.1. Market Revenue and Forecast
8.1.2. Services
8.1.2.1. Market Revenue and Forecast
9.1. Manufacturing Analytics Market, by Deployment Model
9.1.1. On-Premises Deployment
9.1.1.1. Market Revenue and Forecast
9.1.2. Cloudâ€Based / SaaS Deployment
9.1.2.1. Market Revenue and Forecast
9.1.3. Hybrid Deployment (On-Prem + Cloud)
9.1.3.1. Market Revenue and Forecast
10.1. Manufacturing Analytics Market, by Application / Use Case
10.1.1. Predictive Maintenance & Asset Management
10.1.1.1. Market Revenue and Forecast
10.1.2. Quality Control & Defect Analytics
10.1.2.1. Market Revenue and Forecast
10.1.3. Inventory & Supply Chain Optimization
10.1.3.1. Market Revenue and Forecast
10.1.4. Energy & Resource Efficiency Analytics
10.1.4.1. Market Revenue and Forecast
10.1.5. Production Throughput & OEE (Overall Equipment Efficiency) Analytics
10.1.5.1. Market Revenue and Forecast
11.1. Manufacturing Analytics Market, by Industry Vertical
11.1.1. Automotive Manufacturing
11.1.1.1. Market Revenue and Forecast
11.1.2. Electronics & Semiconductor Manufacturing
11.1.2.1. Market Revenue and Forecast
11.1.3. Metal & Machinery Manufacturing
11.1.3.1. Market Revenue and Forecast
11.1.4. Food & Beverage Manufacturing
11.1.4.1. Market Revenue and Forecast
11.1.5. Pharmaceutical & Chemical Manufacturing
11.1.5.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Component / Offering
12.1.2. Market Revenue and Forecast, by Deployment Model
12.1.3. Market Revenue and Forecast, by Application / Use Case
12.1.4. Market Revenue and Forecast, by Industry Vertical
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Component / Offering
12.1.5.2. Market Revenue and Forecast, by Deployment Model
12.1.5.3. Market Revenue and Forecast, by Application / Use Case
12.1.5.4. Market Revenue and Forecast, by Industry Vertical
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Component / Offering
12.1.6.2. Market Revenue and Forecast, by Deployment Model
12.1.6.3. Market Revenue and Forecast, by Application / Use Case
12.1.6.4. Market Revenue and Forecast, by Industry Vertical
12.2. Europe
12.2.1. Market Revenue and Forecast, by Component / Offering
12.2.2. Market Revenue and Forecast, by Deployment Model
12.2.3. Market Revenue and Forecast, by Application / Use Case
12.2.4. Market Revenue and Forecast, by Industry Vertical
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Component / Offering
12.2.5.2. Market Revenue and Forecast, by Deployment Model
12.2.5.3. Market Revenue and Forecast, by Application / Use Case
12.2.5.4. Market Revenue and Forecast, by Industry Vertical
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Component / Offering
12.2.6.2. Market Revenue and Forecast, by Deployment Model
12.2.6.3. Market Revenue and Forecast, by Application / Use Case
12.2.6.4. Market Revenue and Forecast, by Industry Vertical
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Component / Offering
12.2.7.2. Market Revenue and Forecast, by Deployment Model
12.2.7.3. Market Revenue and Forecast, by Application / Use Case
12.2.7.4. Market Revenue and Forecast, by Industry Vertical
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Component / Offering
12.2.8.2. Market Revenue and Forecast, by Deployment Model
12.2.8.3. Market Revenue and Forecast, by Application / Use Case
12.2.8.4. Market Revenue and Forecast, by Industry Vertical
12.3. APAC
12.3.1. Market Revenue and Forecast, by Component / Offering
12.3.2. Market Revenue and Forecast, by Deployment Model
12.3.3. Market Revenue and Forecast, by Application / Use Case
12.3.4. Market Revenue and Forecast, by Industry Vertical
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Component / Offering
12.3.5.2. Market Revenue and Forecast, by Deployment Model
12.3.5.3. Market Revenue and Forecast, by Application / Use Case
12.3.5.4. Market Revenue and Forecast, by Industry Vertical
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Component / Offering
12.3.6.2. Market Revenue and Forecast, by Deployment Model
12.3.6.3. Market Revenue and Forecast, by Application / Use Case
12.3.6.4. Market Revenue and Forecast, by Industry Vertical
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Component / Offering
12.3.7.2. Market Revenue and Forecast, by Deployment Model
12.3.7.3. Market Revenue and Forecast, by Application / Use Case
12.3.7.4. Market Revenue and Forecast, by Industry Vertical
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Component / Offering
12.3.8.2. Market Revenue and Forecast, by Deployment Model
12.3.8.3. Market Revenue and Forecast, by Application / Use Case
12.3.8.4. Market Revenue and Forecast, by Industry Vertical
12.4. MEA
12.4.1. Market Revenue and Forecast, by Component / Offering
12.4.2. Market Revenue and Forecast, by Deployment Model
12.4.3. Market Revenue and Forecast, by Application / Use Case
12.4.4. Market Revenue and Forecast, by Industry Vertical
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Component / Offering
12.4.5.2. Market Revenue and Forecast, by Deployment Model
12.4.5.3. Market Revenue and Forecast, by Application / Use Case
12.4.5.4. Market Revenue and Forecast, by Industry Vertical
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Component / Offering
12.4.6.2. Market Revenue and Forecast, by Deployment Model
12.4.6.3. Market Revenue and Forecast, by Application / Use Case
12.4.6.4. Market Revenue and Forecast, by Industry Vertical
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Component / Offering
12.4.7.2. Market Revenue and Forecast, by Deployment Model
12.4.7.3. Market Revenue and Forecast, by Application / Use Case
12.4.7.4. Market Revenue and Forecast, by Industry Vertical
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Component / Offering
12.4.8.2. Market Revenue and Forecast, by Deployment Model
12.4.8.3. Market Revenue and Forecast, by Application / Use Case
12.4.8.4. Market Revenue and Forecast, by Industry Vertical
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Component / Offering
12.5.2. Market Revenue and Forecast, by Deployment Model
12.5.3. Market Revenue and Forecast, by Application / Use Case
12.5.4. Market Revenue and Forecast, by Industry Vertical
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Component / Offering
12.5.5.2. Market Revenue and Forecast, by Deployment Model
12.5.5.3. Market Revenue and Forecast, by Application / Use Case
12.5.5.4. Market Revenue and Forecast, by Industry Vertical
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Component / Offering
12.5.6.2. Market Revenue and Forecast, by Deployment Model
12.5.6.3. Market Revenue and Forecast, by Application / Use Case
12.5.6.4. Market Revenue and Forecast, by Industry Vertical
13.1. IBM Corporation
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. Microsoft Corporation
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. SAS Institute Inc
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Siemens AG
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. GE Digital
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. ABB Ltd.
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. Rockwell Automation
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. TIBCO Software Inc
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Alteryx Inc.
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. Tableau Software
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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