The Global Advanced Analytics Market Size accounted for USD 30.9 Billion in 2021 and is projected to achieve a market size of USD 201.8 Billion by 2030 rising at a CAGR of 23.3% from 2022 to 2030. Advanced analytics is a data analysis methodology that analyses business information from a variety of data sources using predictive modeling, machine learning algorithms, deep learning, business process automation, and other statistical methods. Advanced analytics is a valuable technique for enterprises because it allows an organization to operate with greater accountability from its own data sets, regardless of where the data is stored or whether it is available in any format. Advanced analytics can help businesses address key issues that traditional business intelligence (BI) cannot.
Advanced Analytics Market Report Statistics
- Global advanced analytics market revenue is estimated to reach USD 201.8 Billion by 2030 with a CAGR of 23.3% from 2022 to 2030
- According to our a recent study, Netflix saves US$ 1 billion per year on customer retention using big data analytics
- North America advanced analytics market share accounted for over 46% shares in 2021
- Asia-Pacific advanced analytics market growth will record fastest CAGR from 2022 to 2030
- Based on type, big data analytics acquired over 36% of the overall market share in 2021
- Growing adoption of big data will fuel the global advanced analytics market value
- Advent of machine learning is a popular advanced analytics market trend that is fueling the industry demand
Where Advanced Analytics Had Helped During COVID-19?
According to the TDWI report, advanced analytics played a critical role during the unprecedented situations of COVID-19. During the COVID-19 response, the organization began by identifying new business challenges and setting up central nerve centers, mobilizing business, and analytics resources to address the COVID-19 challenges to the organization. Building new data streams, reporting business-critical issues to guide near-term decisions, and developing a longer-term view of data for a broader perspective are all part of this. Several businesses are currently opting for analytics, adopting new analytics solutions and redesigning existing ones to support the critical business priorities arising from the COVID-19 pandemic.
Global Advanced Analytics Market Dynamics
Market Drivers
- Rising implementation of big data
- Surging adoption of artificial intelligence and machine learning for analytics
- Increasing number of fraudulent activities
- Growing popularity of online shopping
Market Restraints
- Security and privacy issues associated with analytics
- Lack of skilled professionals for advanced analytics
Market Opportunities
- Increasing trend of social media platforms
- Rising demand to make real-time analytical decisions
Advanced Analytics Market Report Coverage
Market |
Advanced Analytics Market |
Advanced Analytics Market Size 2021 |
USD 30.9 Billion |
Advanced Analytics Market Forecast 2030 |
USD 201.8 Billion |
Advanced Analytics Market CAGR During 2022 - 2030 |
23.3% |
Advanced Analytics Market Analysis Period |
2018 - 2030 |
Advanced Analytics Market Base Year |
2021 |
Advanced Analytics Market Forecast Data |
2022 - 2030 |
Segments Covered |
By Type, By Deployment, By Enterprise Size, By End-Use, And By Geography
|
Regional Scope |
North America, Europe, Asia Pacific, Latin America, and Middle East & Africa |
Key Companies Profiled |
Altair Engineering, Inc., Fair Isaac Corporation (FICO), International Business Machines Corporation, KNIME, Microsoft Corporation, Oracle Corporation, RapidMiner, Inc., SAP SE, SAS Institute Inc., and Trianz. |
Report Coverage
|
Market Trends, Drivers, Restraints, Competitive Analysis, Player Profiling, Regulation Analysis |
Advanced Analytics Market Growth Factors
Future of Advanced Analytics in Several End-User Industries
According to a report released by Project HOPE: The People-to-People Health Foundation, Inc., advanced analytics in healthcare is rapidly adopting electronic health records (EHS), which will dramatically increase the amount of clinical data available electronically. As a result, rapid progress is being made in the field of advanced analytics, which involves techniques for analyzing large quantities of data. As a result, there are several opportunities to use advanced analytics for large amounts of data and discover new insights for the analytical view. Companies in other industries have had great success using advanced analytics to improve the efficiency of their business operations. Such factors have a positive impact on the global advanced analytics market's growth.
Big Calls for "Advanced Analytics" in Managing Operations at Organizational Level
According to Harvard Business School Publishing statistics, incorporating advanced analytics into organization gains 85% of the organization significant business and IT benefits. Furthermore, 70% reported that advanced analytics are enterprise-driven technologies, and 75% reported that their incorporation has a positive impact across multiple lines of business. As data management and analysis become increasingly important for the public and private sectors to manage day-to-day operations more efficiently and make informed decisions to serve the client base. Given that the problems to be solved in the public sector are far more complex and multifaceted than those in the private sector, advanced analytics is viewed as an unavoidable path that every organization must take.
Advanced Analytics Market Segmentation
The worldwide advanced analytics market is split based on type, deployment, enterprise size, end-use, and geography.
Based on type, the big data analytics segment accounted largest market share for the global advanced analytics market. By deployment, the on-premise segment holds the dominating revenue share for the global advanced analytics market. Based on enterprise size, the large enterprise segment holds the dominating share from the past and is expected to continue similar trend till the forecast period. Based on end-user, the BFSI segment accounted largest market share for the global advanced analytics market.
Big data is ranked 20th out of 33 key technologies. In the telecom and financial services industries, 53% of companies are using big data analytics, up from 17% in 2015, propelling the growth of the global market for advanced analytics.
By investing in advanced analytics tools, banks can gain real-time insights into individual prospects and personalize engagement. These tools' actionable and accurate insights help to generate interest in products and services for a large customer base and improve customer segmentation. Citibank's adoption of advanced analytics, for example, has resulted in an analytical approach and the implementation of experiments with innovative use cases of analytics by deconstructing data. The bank analyzed its customer data using machine learning algorithms and used the results to target promotional spending. These factors have a positive impact on segmental growth, which ultimately contributes to the growth of the global advanced analytics market.
Advanced Analytics Market By Type
- Big Data Analytics
- Business Analytics
- Customer Analytics
- Risk Analytics
- Statistical Analysis
- Others
Advanced Analytics Market By Deployment
Advanced Analytics Market By Enterprise Size
- Large Enterprises
- Small & Medium Enterprises (SMEs)
Advanced Analytics Market By End-Use
- BFSI
- Government
- Healthcare
- IT & Telecom
- Military & Defense
- Others
Advanced Analytics Market Regional Outlook
North America
Europe
- U.K.
- Germany
- France
- Spain
- Rest of Europe
Asia-Pacific
- India
- Japan
- China
- Australia
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Mexico
- Rest of Latin America
The Middle East & Africa
- South Africa
- GCC Countries
- Rest of the Middle East & Africa (ME&A)
Advanced Analytics Market Regional Analysis
North America dominates, Asia-Pacific to Record Fastest Growing CAGR for the Advanced Analytics Market
North America has dominated the advanced analytics market in the past and is expected to do so again during the forecast period. According to TDWI statistics, advanced analytics adoption is increasing, and enterprises are reaping significant benefits. 44% of respondents have seen differentiation or transformational benefits from the use of advanced analytics. Aside from that, the presence of diverse end-use industries fuels the adoption of advanced analytics, ultimately contributing to the market's overall growth. The telecommunications and financial services industries were the first to adopt advanced analytics, with technology and healthcare coming in third and fourth. Furthermore, because of the numerous job opportunities associated with advanced analytics, it is a widely used technology that contributes to the overall market's growth. According to a report by the Information and Communications Technology Council, big data adoption employs 43,700 Canadians both directly and indirectly. It is expected to reach around 56,000 by 2020 for the development and earning of more profitable business models.
Asia-Pacific, on the other hand, is expected to have the fastest growing CAGR in the advanced analytics market. Data and analytics are reshaping industries by upending long-held business models and providing unprecedented insights into the global market. Various organizations are utilizing data and analytics to increase revenue and reduce costs. For example, by implementing predictive analytics, an Indian automotive OEM increased its sales by nearly 50%. Furthermore, the growth of several end-user industries in India has shown promising growth, particularly in sectors involving telecommunications, financial services, and information technology, which are responsible for the growth of advanced analytics. Furthermore, Asian businesses are investing more in technology to become more digital and agile.
Advanced Analytics Market Players
Some of the global advanced analytics companies include Altair Engineering, Inc., International Business Machines Corporation, Fair Isaac Corporation (FICO), Microsoft Corporation, KNIME, Oracle Corporation, SAP SE, SAS Institute Inc., RapidMiner, Inc., and Trianz.
CHAPTER 1. Industry Overview of Advanced Analytics Market
1.1. Definition and Scope
1.1.1. Definition of Advanced Analytics
1.1.2. Market Segmentation
1.1.3. Years Considered for the Study
1.1.4. Assumptions and Acronyms Used
1.1.4.1. Market Assumptions and Market Forecast
1.1.4.2. Acronyms Used in Global Advanced Analytics Market
1.2. Summary
1.2.1. Executive Summary
1.2.2. Advanced Analytics Market By Type
1.2.3. Advanced Analytics Market By Deployment
1.2.4. Advanced Analytics Market By Enterprise Size
1.2.5. Advanced Analytics Market By End-Use
1.2.6. Advanced Analytics Market By Region
CHAPTER 2. Research Approach
2.1. Methodology
2.1.1. Research Programs
2.1.2. Market Size Estimation
2.1.3. Market Breakdown and Data Triangulation
2.2. Data Source
2.2.1. Secondary Sources
2.2.2. Primary Sources
CHAPTER 3. Market Dynamics And Competition Analysis
3.1. Market Drivers
3.1.1. Driver 1
3.1.2. Driver 2
3.2. Restraints and Challenges
3.2.1. Restraint 1
3.2.2. Restraint 2
3.3. Growth Opportunities
3.3.1. Opportunity 1
3.3.2. Opportunity 2
3.4. Porter’s Five Forces Analysis
3.4.1. Bargaining Power of Suppliers
3.4.2. Bargaining Power of Buyers
3.4.3. Threat of Substitute
3.4.4. Threat of New Entrants
3.4.5. Degree of Competition
3.5. Market Concentration Ratio and Market Maturity Analysis of Advanced Analytics Market
3.5.1. Go To Market Strategy
3.5.1.1. Introduction
3.5.1.2. Growth
3.5.1.3. Maturity
3.5.1.4. Saturation
3.5.1.5. Possible Development
3.6. Technological Roadmap for Advanced Analytics Market
3.7. Value Chain Analysis
3.7.1. List of Key Manufacturers
3.7.2. List of Customers
3.7.3. Level of Integration
3.8. Regulatory Compliance
3.9. Competitive Landscape, 2021
3.9.1. Player Positioning Analysis
3.9.2. Key Strategies Adopted By Leading Players
CHAPTER 4. Advanced Analytics Market By Type
4.1. Introduction
4.2. Advanced Analytics Revenue By Type
4.2.1. Advanced Analytics Revenue (USD Million) and Forecast, By Type, 2018-2030
4.2.2. Big Data Analytics
4.2.2.1. Big Data Analytics Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3. Business Analytics
4.2.3.1. Business Analytics Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.4. Customer Analytics
4.2.4.1. Customer Analytics Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.5. Risk Analytics
4.2.5.1. Risk Analytics Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.6. Statistical Analytics
4.2.6.1. Statistical Analytics Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.7. Others
4.2.7.1. Others Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 5. Advanced Analytics Market By Deployment
5.1. Introduction
5.2. Advanced Analytics Revenue By Deployment
5.2.1. Advanced Analytics Revenue (USD Million) and Forecast, By Deployment, 2018-2030
5.2.2. On-Premise
5.2.2.1. On-Premise Market Revenue (USD Million) and Growth Rate (%), 2018-2030
5.2.3. Cloud
5.2.3.1. Cloud Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 6. Advanced Analytics Market By Enterprise Size
6.1. Introduction
6.2. Advanced Analytics Revenue By Enterprise Size
6.2.1. Advanced Analytics Revenue (USD Million) and Forecast, By Enterprise Size, 2018-2030
6.2.2. Large Enterprises
6.2.2.1. Large Enterprises Market Revenue (USD Million) and Growth Rate (%), 2018-2030
6.2.3. Small & Medium Enterprises (SMEs)
6.2.3.1. Small & Medium Enterprises (SMEs) Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 7. Advanced Analytics Market By End-Use
7.1. Introduction
7.2. Advanced Analytics Revenue By End-Use
7.2.1. Advanced Analytics Revenue (USD Million) and Forecast, By End-Use, 2018-2030
7.2.2. BFSI
7.2.2.1. BFSI Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.3. Government
7.2.3.1. Government Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.4. Healthcare
7.2.4.1. Healthcare Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.5. IT & Telecom
7.2.5.1. IT & Telecom Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.6. Military & Defense
7.2.6.1. Military & Defense Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.7. Others
7.2.7.1. Others Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 8. North America Advanced Analytics Market By Country
8.1. North America Advanced Analytics Market Overview
8.2. U.S.
8.2.1. U.S. Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
8.2.2. U.S. Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
8.2.3. U.S. Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
8.2.4. U.S. Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
8.3. Canada
8.3.1. Canada Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
8.3.2. Canada Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
8.3.3. Canada Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
8.3.4. Canada Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
8.4. North America PEST Analysis
CHAPTER 9. Europe Advanced Analytics Market By Country
9.1. Europe Advanced Analytics Market Overview
9.2. U.K.
9.2.1. U.K. Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
9.2.2. U.K. Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
9.2.3. U.K. Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.2.4. U.K. Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
9.3. Germany
9.3.1. Germany Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
9.3.2. Germany Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
9.3.3. Germany Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.3.4. Germany Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
9.4. France
9.4.1. France Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
9.4.2. France Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
9.4.3. France Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.4.4. France Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
9.5. Spain
9.5.1. Spain Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
9.5.2. Spain Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
9.5.3. Spain Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.5.4. Spain Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
9.6. Rest of Europe
9.6.1. Rest of Europe Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
9.6.2. Rest of Europe Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
9.6.3. Rest of Europe Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.6.4. Rest of Europe Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
9.7. Europe PEST Analysis
CHAPTER 10. Asia Pacific Advanced Analytics Market By Country
10.1. Asia Pacific Advanced Analytics Market Overview
10.2. China
10.2.1. China Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.2.2. China Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.2.3. China Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.2.4. China Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
10.3. Japan
10.3.1. Japan Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.3.2. Japan Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.3.3. Japan Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.3.4. Japan Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
10.4. India
10.4.1. India Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.4.2. India Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.4.3. India Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.4.4. India Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
10.5. Australia
10.5.1. Australia Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.5.2. Australia Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.5.3. Australia Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.5.4. Australia Advanced Analytics Revenue (USD Million) and Forecast By, 2018-2030
10.6. South Korea
10.6.1. South Korea Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.6.2. South Korea Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.6.3. South Korea Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.6.4. South Korea Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
10.7. Rest of Asia-Pacific
10.7.1. Rest of Asia-Pacific Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
10.7.2. Rest of Asia-Pacific Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
10.7.3. Rest of Asia-Pacific Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.7.4. Rest of Asia-Pacific Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
10.8. Asia Pacific PEST Analysis
CHAPTER 11. Latin America Advanced Analytics Market By Country
11.1. Latin America Advanced Analytics Market Overview
11.2. Brazil
11.2.1. Brazil Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
11.2.2. Brazil Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
11.2.3. Brazil Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.2.4. Brazil Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
11.3. Mexico
11.3.1. Mexico Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
11.3.2. Mexico Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
11.3.3. Mexico Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.3.4. Mexico Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
11.4. Rest of Latin America
11.4.1. Rest of Latin America Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
11.4.2. Rest of Latin America Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
11.4.3. Rest of Latin America Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.4.4. Rest of Latin America Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
11.5. Latin America PEST Analysis
CHAPTER 12. Middle East & Africa Advanced Analytics Market By Country
12.1. Middle East & Africa Advanced Analytics Market Overview
12.2. GCC
12.2.1. GCC Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
12.2.2. GCC Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
12.2.3. GCC Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.2.4. GCC Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
12.3. South Africa
12.3.1. South Africa Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
12.3.2. South Africa Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
12.3.3. South Africa Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.3.4. South Africa Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
12.4. Rest of Middle East & Africa
12.4.1. Rest of Middle East & Africa Advanced Analytics Revenue (USD Million) and Forecast By Type, 2018-2030
12.4.2. Rest of Middle East & Africa Advanced Analytics Revenue (USD Million) and Forecast By Deployment, 2018-2030
12.4.3. Rest of Middle East & Africa Advanced Analytics Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.4.4. Rest of Middle East & Africa Advanced Analytics Revenue (USD Million) and Forecast By End-Use, 2018-2030
12.5. Middle East & Africa PEST Analysis
CHAPTER 13. Player Analysis Of Advanced Analytics Market
13.1. Advanced Analytics Market Company Share Analysis
13.2. Competition Matrix
13.2.1. Competitive Benchmarking of key players by price, presence, market share, and R&D investment
13.2.2. New Product Launches and Product Enhancements
13.2.3. Mergers And Acquisition In Global Advanced Analytics Market
13.2.4. Partnership, Joint Ventures and Strategic Alliances/ Sales Agreements
CHAPTER 14. Company Profile
14.1. Altair Engineering, Inc.
14.1.1. Company Snapshot
14.1.2. Business Overview
14.1.3. Financial Overview
14.1.3.1. Revenue (USD Million), 2021
14.1.3.2. Altair Engineering, Inc. 2021 Advanced Analytics Business Regional Distribution
14.1.4. Product /Service and Specification
14.1.5. Recent Developments & Business Strategy
14.2. International Business Machines Corporation
14.3. Fair Isaac Corporation (FICO)
14.4. Microsoft Corporation
14.5. KNIME
14.6. Oracle Corporation
14.7. SAP SE
14.8. SAS Institute Inc.
14.9. RapidMiner, Inc.
14.10. Trianz