Manufacturing Analytics Market reached a value of US$ 12.16 Bn. in 2023. Global Manufacturing Analytics Market size is estimated to grow at a CAGR of 19.58 %. The market is expected to reach a value of US$ 42.51 Bn in 2030.Manufacturing Analytics Market Overview and Dynamics:
Manufacturing analytics is the process of collecting, capturing, and analyzing KPIs (key performance indicators) for instance production volume, downtime, costs, return on assets, and others, to increase the production process and expand the manufacturing business. The advantages offered by manufacturing analytics solutions contain availability of real-time data, reduction in costs, and increased productivity. Growing the use of predictive analytics in this solution for predictive maintenance is projected to gain traction in the future.To know about the Research Methodology:- Request Free Sample Report Growing demand to enhance business processes and make them more scalable and agile is further encouraging the development of manufacturing analytics software in the manufacturing industry. However, the shortage of skilled workforce, complex operation, and low returns on investment from manufacturing analytics tools is hampering the global market growth of manufacturing analytics. Technical restraints including data breaching in cloud deployment and privacy are among other factors that negatively impact the growth of the global manufacturing analytics market.The emergence of the Industrial Internet of Things (IIoT):
Thanks to the implementation of industrial IoT (IIoT) in smart manufacturing, more data will be created from progressively connected equipment systems and to realize critical & valuable actionable insights from that data the demand for manufacturing analytics solutions is continuously growing. Moreover, significant manufacturing vendors are advancing their offerings to be compatible with the IIoT ecosystem and which supports incorporation with data analytics. The online cloud and analytic companies like GE and Microsoft are expanding the capabilities of the IIoT with edge computing, using OS that will run Docker containers on the IIoT devices.Manufacturers are Investing Heavily in Big Data Technologies
Increase in investment in big data for manufacturing because of the advent of Industry 4.0. The rise in the digitization of manufacturing value chains is mainly driving the need to adopt big data technologies. The wide amount of data generated from the connected equipment in manufacturing processes is desired to be systematically operated, stored, and extracted. This data can be examined to gain useful insights about the efficiency and productivity of manufacturing processed and performance & build business strategies accordingly which is driving the growth of the global market for manufacturing analytics.Manufacturing Analytics Market Segment Analysis:
Manufacturing Analytics Market is segmented into Component, Deployment, Industry Vertical and Application. Based on Deployment, the market is sub-segmented into on-premise and cloud. In 2023, the cloud segment accounted for a dominant share of over 69.44%. This growth is driven by the various benefits offered by cloud-based manufacturing analytics solutions for instance direct IT control, faster data processing, internal data delivery & handling, cost-effectiveness and efficient resource utilization. By Industry Vertical, the semiconductor & electronics segment is expected to grow at the largest CAGR of nearly 20.34% during the forecast period. In 2023, electronics equipment manufacturing holds the largest share of the global market for manufacturing analytics market. The growth is driven by the rising need for people to simplify their workload and their growing dependence on electronic equipment. Impact of the Manufacturing industry on the Indian Economy: The manufacturing industry contributes 15% of the GDP of India, and it is expected to reach nearly 25% by 2023. As per the study, the manufacturing sector is playing an important role in the Indian economy, but this sector is completely dominated by other developed economies like America, China, and Japan. North America occupied the largest market share of 35.10% in 2023: North America, followed by Europe, is projected to continue being the largest revenue-generating region for manufacturing analytics vendors for the upcoming years. This is mainly because in the developed countries of Canada and the U.S. there is a high focus on inventions obtained from R&D and technology. In 2023, The U.S. is dominating the market with the highest market share of 58% in manufacturing analytics. This growth is projected to accelerate further as there is a rise in public investments and policies favoring its development. The APAC is expected to register a CAGR of 19.78% during 2024-2030. The growth in Asia is primarily driven by the increasing awareness about manufacturing and technologies among the manufacturers. Developing markets such as China and India are providing market opportunities for manufacturing analytics, with APAC registering the highest growth.Key Development:
Key players operating n the manufacturing analytics market are involved in adopting sustainable strategies to gain competitive edges such as new product launches, partnerships, collaborations, and agreements. Such as: In March 2022, Keysight collaborate with MIT for Quantum Engineering. This collaboration was absorbed in enriching the establishment of a new 64 qubit quantum computing lab. In November 2019, in Taiwan, Siemens signed an agreement with Taoyuan Airport. Following the agreement, the former company began transporting signaling and communications systems to Taoyuan Airport. The objective of the report is to present a comprehensive analysis of the Manufacturing Analytics Market to the stakeholders in the industry. The past and current status of the industry with the forecasted market size and trends are presented in the report with the analysis of complicated data in simple language. The report covers all the aspects of the industry with a dedicated study of key players that include market leaders, followers, and new entrants. PORTER, PESTEL analysis with the potential impact of micro-economic factors of the market have been presented in the report. External as well as internal factors that are supposed to affect the business positively or negatively have been analyzed, which will give a clear futuristic view of the industry to the decision-makers. The reports also help understand the Manufacturing Analytics Market dynamic and structure by analyzing the market segments and projecting the Manufacturing Analytics Market size. Clear representation of competitive analysis of key players by product, price, financial position, product portfolio, growth strategies, and regional presence in the Manufacturing Analytics Market make the report investor’s guide.Manufacturing Analytics Market Scope: Inquire before buying
Manufacturing Analytics Market Report Coverage Details Base Year: 2023 Forecast Period: 2024-2030 Historical Data: 2018 to 2023 Market Size in 2023: US$ 12.16 Bn. Forecast Period 2024 to 2030 CAGR: 19.58 % Market Size in 2030: US$ 42.51 Bn. Segments Covered: by Application Predictive Maintenance Inventory Management Supply Chain Optimization Others by Component Software Services by Deployment Cloud On-premise by Industry Vertical Semiconductor & Electronics Energy & Power Pharmaceutical Automobile Heavy Metal & Machine Manufacturing Others Manufacturing Analytics Market, by Region
North America (United States, Canada and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria, Turkey, Russia and Rest of Europe) Asia Pacific (China, India, Japan, South Korea, Australia, ASEAN and Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria and Rest of ME&A) South America (Brazil, Argentina, Columbia and Rest of South America)Manufacturing Analytics Market, Key Players are
1.International Business Machines Corporation 2. Tableau Software 3. Oracle Corporation 4. SAP SE 5. Zensar Technologies Ltd. 6. SAS Institute, Inc. 7. Computer Science Corporation (CSC) 8. Tibco Software, Inc. 9. Statsoft, Inc. 10. Alteryx, Inc. 11. 1010data, Inc. 12. General Electric 13. Sisense Inc. 14. Wipro LimitedFrequently Asked Questions:
1] What segments are covered in the Manufacturing Analytics Market report? Ans. The segments covered in the Manufacturing Analytics Market report are based on Component, Deployment, Industry Vertical and Application. 2] Which region is expected to hold the highest share in the Manufacturing Analytics Market? Ans. North America region is expected to hold the highest share in the Manufacturing Analytics Market. 3] What is the market size of the Manufacturing Analytics Market by 2030? Ans. The market size of the Manufacturing Analytics Market by 2030 is US$ 42.51 Bn. 4] What is the forecast period for the Manufacturing Analytics Market? Ans. The forecast period for the Market is 2024-2030. 5] What was the market size of the Market in 2023? Ans. The market size of the Market in 2023 was US$ 12.16 Bn.
1. Manufacturing Analytics Market Introduction 1.1. Study Assumption and Market Definition 1.2. Scope of the Study 1.3. Executive Summary 2. Manufacturing Analytics Market: Dynamics 2.1. Manufacturing Analytics Market Trends by Region 2.1.1. North America Manufacturing Analytics Market Trends 2.1.2. Europe Manufacturing Analytics Market Trends 2.1.3. Asia Pacific Manufacturing Analytics Market Trends 2.1.4. Middle East and Africa Manufacturing Analytics Market Trends 2.1.5. South America Manufacturing Analytics Market Trends 2.2. Manufacturing Analytics Market Dynamics by Region 2.2.1. North America 2.2.1.1. North America Manufacturing Analytics Market Drivers 2.2.1.2. North America Manufacturing Analytics Market Restraints 2.2.1.3. North America Manufacturing Analytics Market Opportunities 2.2.1.4. North America Manufacturing Analytics Market Challenges 2.2.2. Europe 2.2.2.1. Europe Manufacturing Analytics Market Drivers 2.2.2.2. Europe Manufacturing Analytics Market Restraints 2.2.2.3. Europe Manufacturing Analytics Market Opportunities 2.2.2.4. Europe Manufacturing Analytics Market Challenges 2.2.3. Asia Pacific 2.2.3.1. Asia Pacific Manufacturing Analytics Market Drivers 2.2.3.2. Asia Pacific Manufacturing Analytics Market Restraints 2.2.3.3. Asia Pacific Manufacturing Analytics Market Opportunities 2.2.3.4. Asia Pacific Manufacturing Analytics Market Challenges 2.2.4. Middle East and Africa 2.2.4.1. Middle East and Africa Manufacturing Analytics Market Drivers 2.2.4.2. Middle East and Africa Manufacturing Analytics Market Restraints 2.2.4.3. Middle East and Africa Manufacturing Analytics Market Opportunities 2.2.4.4. Middle East and Africa Manufacturing Analytics Market Challenges 2.2.5. South America 2.2.5.1. South America Manufacturing Analytics Market Drivers 2.2.5.2. South America Manufacturing Analytics Market Restraints 2.2.5.3. South America Manufacturing Analytics Market Opportunities 2.2.5.4. South America Manufacturing Analytics Market Challenges 2.3. PORTER’s Five Forces Analysis 2.4. PESTLE Analysis 2.5. Technology Roadmap 2.6. Regulatory Landscape by Region 2.6.1. North America 2.6.2. Europe 2.6.3. Asia Pacific 2.6.4. Middle East and Africa 2.6.5. South America 2.7. Key Opinion Leader Analysis For Manufacturing Analytics Industry 2.8. Analysis of Government Schemes and Initiatives For Manufacturing Analytics Industry 2.9. Manufacturing Analytics Market Trade Analysis 2.10. The Global Pandemic Impact on Manufacturing Analytics Market 3. Manufacturing Analytics Market: Global Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) 2023-2030 3.1. Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 3.1.1. Predictive Maintenance 3.1.2. Inventory Management 3.1.3. Supply Chain Optimization 3.1.4. Others 3.2. Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 3.2.1. Software 3.2.2. Services 3.3. Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 3.3.1. Cloud 3.3.2. On-premise 3.4. Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 3.4.1. Semiconductor & Electronics 3.4.2. Energy & Power 3.4.3. Pharmaceutical 3.4.4. Automobile 3.4.5. Heavy Metal & Machine Manufacturing 3.4.6. Others 3.5. Manufacturing Analytics Market Size and Forecast, by Region (2023-2030) 3.5.1. North America 3.5.2. Europe 3.5.3. Asia Pacific 3.5.4. Middle East and Africa 3.5.5. South America 4. North America Manufacturing Analytics Market Size and Forecast by Segmentation (by Value in USD Million) 2023-2030 4.1. North America Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 4.1.1. Predictive Maintenance 4.1.2. Inventory Management 4.1.3. Supply Chain Optimization 4.1.4. Others 4.2. North America Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 4.2.1. Software 4.2.2. Services 4.3. North America Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 4.3.1. Cloud 4.3.2. On-premise 4.4. North America Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 4.4.1. Semiconductor & Electronics 4.4.2. Energy & Power 4.4.3. Pharmaceutical 4.4.4. Automobile 4.4.5. Heavy Metal & Machine Manufacturing 4.4.6. Others 4.5. North America Manufacturing Analytics Market Size and Forecast, by Country (2023-2030) 4.5.1. United States 4.5.1.1. United States Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 4.5.1.1.1. Predictive Maintenance 4.5.1.1.2. Inventory Management 4.5.1.1.3. Supply Chain Optimization 4.5.1.1.4. Others 4.5.1.2. United States Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 4.5.1.2.1. Software 4.5.1.2.2. Services 4.5.1.3. United States Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 4.5.1.3.1. Cloud 4.5.1.3.2. On-premise 4.5.1.4. United States Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 4.5.1.4.1. Semiconductor & Electronics 4.5.1.4.2. Energy & Power 4.5.1.4.3. Pharmaceutical 4.5.1.4.4. Automobile 4.5.1.4.5. Heavy Metal & Machine Manufacturing 4.5.1.4.6. Others 4.5.2. Canada 4.5.2.1. Canada Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 4.5.2.1.1. Predictive Maintenance 4.5.2.1.2. Inventory Management 4.5.2.1.3. Supply Chain Optimization 4.5.2.1.4. Others 4.5.2.2. Canada Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 4.5.2.2.1. Software 4.5.2.2.2. Services 4.5.2.3. Canada Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 4.5.2.3.1. Cloud 4.5.2.3.2. On-premise 4.5.2.4. Canada Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 4.5.2.4.1. Semiconductor & Electronics 4.5.2.4.2. Energy & Power 4.5.2.4.3. Pharmaceutical 4.5.2.4.4. Automobile 4.5.2.4.5. Heavy Metal & Machine Manufacturing 4.5.2.4.6. Others 4.5.3. Mexico 4.5.3.1. Mexico Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 4.5.3.1.1. Predictive Maintenance 4.5.3.1.2. Inventory Management 4.5.3.1.3. Supply Chain Optimization 4.5.3.1.4. Others 4.5.3.2. Mexico Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 4.5.3.2.1. Software 4.5.3.2.2. Services 4.5.3.3. Mexico Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 4.5.3.3.1. Cloud 4.5.3.3.2. On-premise 4.5.3.4. Mexico Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 4.5.3.4.1. Semiconductor & Electronics 4.5.3.4.2. Energy & Power 4.5.3.4.3. Pharmaceutical 4.5.3.4.4. Automobile 4.5.3.4.5. Heavy Metal & Machine Manufacturing 4.5.3.4.6. Others 5. Europe Manufacturing Analytics Market Size and Forecast by Segmentation (by Value in USD Million) 2023-2030 5.1. Europe Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.2. Europe Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.3. Europe Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.4. Europe Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5. Europe Manufacturing Analytics Market Size and Forecast, by Country (2023-2030) 5.5.1. United Kingdom 5.5.1.1. United Kingdom Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.1.2. United Kingdom Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.1.3. United Kingdom Manufacturing Analytics Market Size and Forecast, by Deployment(2023-2030) 5.5.1.4. United Kingdom Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.2. France 5.5.2.1. France Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.2.2. France Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.2.3. France Manufacturing Analytics Market Size and Forecast, by Deployment(2023-2030) 5.5.2.4. France Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.3. Germany 5.5.3.1. Germany Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.3.2. Germany Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.3.3. Germany Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.5.3.4. Germany Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.4. Italy 5.5.4.1. Italy Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.4.2. Italy Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.4.3. Italy Manufacturing Analytics Market Size and Forecast, by Deployment(2023-2030) 5.5.4.4. Italy Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.5. Spain 5.5.5.1. Spain Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.5.2. Spain Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.5.3. Spain Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.5.5.4. Spain Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.6. Sweden 5.5.6.1. Sweden Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.6.2. Sweden Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.6.3. Sweden Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.5.6.4. Sweden Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.7. Austria 5.5.7.1. Austria Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.7.2. Austria Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.7.3. Austria Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.5.7.4. Austria Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 5.5.8. Rest of Europe 5.5.8.1. Rest of Europe Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 5.5.8.2. Rest of Europe Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 5.5.8.3. Rest of Europe Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 5.5.8.4. Rest of Europe Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6. Asia Pacific Manufacturing Analytics Market Size and Forecast by Segmentation (by Value in USD Million) 2023-2030 6.1. Asia Pacific Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.2. Asia Pacific Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.3. Asia Pacific Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.4. Asia Pacific Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5. Asia Pacific Manufacturing Analytics Market Size and Forecast, by Country (2023-2030) 6.5.1. China 6.5.1.1. China Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.1.2. China Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.1.3. China Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.1.4. China Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.2. S Korea 6.5.2.1. S Korea Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.2.2. S Korea Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.2.3. S Korea Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.2.4. S Korea Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.3. Japan 6.5.3.1. Japan Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.3.2. Japan Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.3.3. Japan Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.3.4. Japan Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.4. India 6.5.4.1. India Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.4.2. India Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.4.3. India Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.4.4. India Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.5. Australia 6.5.5.1. Australia Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.5.2. Australia Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.5.3. Australia Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.5.4. Australia Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.6. Indonesia 6.5.6.1. Indonesia Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.6.2. Indonesia Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.6.3. Indonesia Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.6.4. Indonesia Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.7. Malaysia 6.5.7.1. Malaysia Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.7.2. Malaysia Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.7.3. Malaysia Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.7.4. Malaysia Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.8. Vietnam 6.5.8.1. Vietnam Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.8.2. Vietnam Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.8.3. Vietnam Manufacturing Analytics Market Size and Forecast, by Deployment(2023-2030) 6.5.8.4. Vietnam Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.9. Taiwan 6.5.9.1. Taiwan Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.9.2. Taiwan Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.9.3. Taiwan Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.9.4. Taiwan Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 6.5.10. Rest of Asia Pacific 6.5.10.1. Rest of Asia Pacific Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 6.5.10.2. Rest of Asia Pacific Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 6.5.10.3. Rest of Asia Pacific Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 6.5.10.4. Rest of Asia Pacific Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 7. Middle East and Africa Manufacturing Analytics Market Size and Forecast by Segmentation (by Value in USD Million) 2023-2030 7.1. Middle East and Africa Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 7.2. Middle East and Africa Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 7.3. Middle East and Africa Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 7.4. Middle East and Africa Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 7.5. Middle East and Africa Manufacturing Analytics Market Size and Forecast, by Country (2023-2030) 7.5.1. South Africa 7.5.1.1. South Africa Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 7.5.1.2. South Africa Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 7.5.1.3. South Africa Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 7.5.1.4. South Africa Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 7.5.2. GCC 7.5.2.1. GCC Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 7.5.2.2. GCC Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 7.5.2.3. GCC Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 7.5.2.4. GCC Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 7.5.3. Nigeria 7.5.3.1. Nigeria Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 7.5.3.2. Nigeria Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 7.5.3.3. Nigeria Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 7.5.3.4. Nigeria Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 7.5.4. Rest of ME&A 7.5.4.1. Rest of ME&A Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 7.5.4.2. Rest of ME&A Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 7.5.4.3. Rest of ME&A Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 7.5.4.4. Rest of ME&A Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 8. South America Manufacturing Analytics Market Size and Forecast by Segmentation (by Value in USD Million) 2023-2030 8.1. South America Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 8.2. South America Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 8.3. South America Manufacturing Analytics Market Size and Forecast, by Deployment(2023-2030) 8.4. South America Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 8.5. South America Manufacturing Analytics Market Size and Forecast, by Country (2023-2030) 8.5.1. Brazil 8.5.1.1. Brazil Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 8.5.1.2. Brazil Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 8.5.1.3. Brazil Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 8.5.1.4. Brazil Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 8.5.2. Argentina 8.5.2.1. Argentina Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 8.5.2.2. Argentina Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 8.5.2.3. Argentina Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 8.5.2.4. Argentina Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 8.5.3. Rest Of South America 8.5.3.1. Rest Of South America Manufacturing Analytics Market Size and Forecast, by Application (2023-2030) 8.5.3.2. Rest Of South America Manufacturing Analytics Market Size and Forecast, by Component (2023-2030) 8.5.3.3. Rest Of South America Manufacturing Analytics Market Size and Forecast, by Deployment (2023-2030) 8.5.3.4. Rest Of South America Manufacturing Analytics Market Size and Forecast, by Industry Vertical (2023-2030) 9. Global Manufacturing Analytics Market: Competitive Landscape 9.1. MMR Competition Matrix 9.2. Competitive Landscape 9.3. Key Players Benchmarking 9.3.1. Company Name 9.3.2. Business Segment 9.3.3. End-user Segment 9.3.4. Revenue (2022) 9.3.5. Company Locations 9.4. Leading Manufacturing Analytics Market Companies, by market capitalization 9.5. Market Structure 9.5.1. Market Leaders 9.5.2. Market Followers 9.5.3. Emerging Players 9.6. Mergers and Acquisitions Details 10. Company Profile: Key Players 10.1. International Business Machines Corporation 10.1.1. Company Overview 10.1.2. Business Portfolio 10.1.3. Financial Overview 10.1.4. SWOT Analysis 10.1.5. Strategic Analysis 10.1.6. Scale of Operation (small, medium, and large) 10.1.7. Details on Partnership 10.1.8. Regulatory Accreditations and Certifications Received by Them 10.1.9. Awards Received by the Firm 10.1.10. Recent Developments 10.2. Tableau Software 10.3. Oracle Corporation 10.4. SAP SE 10.5. Zensar Technologies Ltd. 10.6. SAS Institute, Inc. 10.7. Computer Science Corporation (CSC) 10.8. Tibco Software, Inc. 10.9. Statsoft, Inc. 10.10. Alteryx, Inc. 10.11. 1010data, Inc. 10.12. General Electric 10.13. Sisense Inc. 10.14. Wipro Limited 11. Key Findings 12. Industry Recommendations 13. Manufacturing Analytics Market: Research Methodology 14. Terms and Glossary