Advanced Analytics Market

Advanced Analytics Market by Component (Solutions and Services), Business Function (Sales & Marketing, Operations), Type (Big Data Analytics, Risk Analytics), Deployment Mode (On-premises and Cloud), Vertical and Region - Global Forecasts to 2026

Report Code: TC 2361 Feb, 2022, by marketsandmarkets.com

Advanced Analytics Market Size

[340 Pages Report] The advanced analytics market size is projected to reach USD 89.8 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 21.6% during the forecast period.

Advanced Analytics Market Share

The major factors driving the growth of the advanced analytics market are the advent of ML and AI to offer personalized customer experiences and the growing need to preclude fraudulent activities during the pandemic. The proliferation of internet coupled with the rising usage of connected and integrated technologies and the increasing demand for real-time analytical solutions to track and monitor COVID-19 spread are the major factors adding value to the advanced analytics offerings, which is expected to provide opportunities for enterprises operating in various verticals in the advanced analytics market. Cloud adoption is said to have increased in recent times because vendors are making use of Software-as-a-Service (SaaS) to deliver cloud-based solutions. Business users are always on the lookout to ensure they are providing the most effective yet economical solutions. Cloud-based solutions provide the ability to outsource the operational IT work to another company. The complex data ecosystem leading to data breaches and security issues and lack of advanced analytical knowledge among the workforces may hinder the overall growth of the advanced analytics market.

Advanced Analytics Market

To know about the assumptions considered for the study, Request for Free Sample Report

Advanced Analytics Market Size, Share, Growth and Dynamics

Driver: Advent of machine learning and artificial intelligence to offer personalized customer experiences

Advanced analytics is the key to understanding the data and extracting the crucial information needed to unlock customer insights. AI and ML are two emerging technologies with advanced analytics capabilities that can help companies achieve their business goals. Organizations are increasingly focusing on the re-engineering of businesses with the help of the immense power of the internet and digital technology. The adoption of digital operations assists advanced analytics solution providers to find newer ways to tackle the evolving challenges. Due to the digital transformation of retail and eCommerce businesses, operating costs have reduced and had positively impacted the advanced analytics market growth. The advent of AI and ML has enhanced organizations’ ability to gather information, analyze it, and make quick decisions with minimum human intervention. Organizations are also adopting AI systems to speed up investment decisions. For instance, Fukoku Mutual Life Insurance has adopted AI to calculate payouts. AI systems analyze and suggest Governance, Risk Management, and Compliance (GRC)- related changes. Hence, they help in monitoring and collecting the appropriate quality of data to meet regulatory standards. The introduction and implementation of ML and AI have helped providers in understanding customer perceptions by analyzing the data gathered from multiple sources. Enterprises have shifted their focus to deliver a unified customer experience across all channels and provide offers in real time by analyzing customer buying patterns.

Restraint: Inability to quantify RoI

RoI relies on gained value, which is often linked with customer satisfaction and process improvements, it becomes increasingly difficult to quantify, due to which advanced analytics might not be the top priority for management when budgets are set. Higher upfront investments make it further challenging to build a business case; the overall data processing cost consists of software, services, and software licensing costs. The efficacy of certain complex deployments also depends upon ongoing support, upgrades, and associated professional and managed services. Many organizations halt or delay their speech processing projects when they become aware of the overall resource requirements. Costly pricing structures have restricted the growth of advanced analytics deployments among SMEs. However, cloud-based deployments as well as flexible pricing and scaled-down versions of advanced analytics solutions are slowly changing the scenario.

Opportunity: Proliferation of internet coupled with the rising usage of connected and integrated technologies

The proliferation of the internet and the availability of various means to access the internet have led to a massive increase in data volumes generated. This would help in the advancement and expansion of high-speed internet services. Globalization and economic growth are also playing major roles in driving greater data generation worldwide. With the rise in touchpoints and the need for collecting data to understand consumer behavior, every touch by a consumer has become an important data point that can be processed to reveal user behavior. With the exponential rise in individual and organizational data, businesses are now deploying data scientists and analysts for processing collected data. This is compelling firms to invest in advanced analytics. The rise in connected and integrated technologies has provided a platform to advanced analytics solution vendors for leveraging the development and unprecedented growth of the internet. The eCommerce sector has modified the traditional shopping behavior of customers. Dedicated email campaigns, online/social media advertising, and cognitive customer analysis are key enablers driving sales and increasing customer loyalty. With connected devices coming to the forefront, retailers are focusing on the real-time analysis of customers’ shopping behavior and market basket analysis for analyzing consumers’ perception, which can be used for building tailor-made offers to increase customer retention. With the rise in the global IoT analytics demand in the retail vertical, the market is expected to offer unprecedented growth opportunities to advanced analytics vendors.

Challenge: Lack of advanced analytical knowledge among the workforces

The enormous value proposition harnessed around using advanced analytical computations stems from using predictive and prescriptive analytics. However, still, the usage of the technology is very little. Enterprises have still not been able to come to terms with the massive adoption of the technologies that are futuristic and to promise the next course of action that can be taken in the disruptive world. Prescriptive analytics, which promises enhanced decision-making and empowers business users to choose one among many viable options using an optimization approach, ML, and other tools in deciding a solution, still hovers around in the infancy stage. As per data scientists across the world, the cause of apprehension of adopting advanced technology is the low level of skillsets among.

The solution segment is expected to account for the largest market share during the forecast period

The global advanced analytics market by component has been segmented into solution and services. The market size of the solutions segment is expected to hold a larger market share, while the services segment is projected to grow at a higher CAGR during the forecast period. . With the increasing popularity of online shopping and the rising social network penetration, the demand for advanced analytics solutions is anticipated to rise substantially during the forecast period. Digitization acts as a major factor in the industry that was able to create an ecosystem that promotes the business to adopt these advanced solutions for improved business insights.

North America to account for largest market size during the forecast period

In North America, advanced analytics solutions and services are highly effective in most organizations and verticals due to the increasing need to provides businesses with a way to operationalize and get more value from data assets. Europe is gradually advancing toward incorporating advanced analytics within its market. APAC is showing a substantial rise in the adoption of advanced analytics solutions and services during the forecast period, while Latin America and MEA are slowly picking up advanced analytics due to its benefits for various industries to get user insights in real-time.

Advanced Analytics Market  by Region

To know about the assumptions considered for the study, download the pdf brochure

Advanced Analytics Market - Key Players

IBM (US), Oracle (US), SAS Institute (US), SAP (Germany), FICO (US), KNIME (Switzerland), Microsoft (US), Altair (US), RapidMiner (US), AWS (US), Salesforce (US), TIBCO Software (US), Alteryx (US), Teradata (US), Adobe (US), Absolutdata (US), Moody’s Analytics (US), Qlik (US), Databricks (US), Dataiku (US), Kinetica (US), H2O.ai (US), Domino Data Lab (US), DataRobot (US), DataChat (US), Imply (US), Promethium (US), Siren (Ireland), Tellius (US), SOTA Solutions (Germany), and Vanti Analytics (Israel).

Get online access to the report on the World's First Market Intelligence Cloud

  • Easy to Download Historical Data & Forecast Numbers
  • Company Analysis Dashboard for high growth potential opportunities
  • Research Analyst Access for customization & queries
  • Competitor Analysis with Interactive dashboard
  • Latest News, Updates & Trend analysis
Request Sample

Scope of the Report

Report Metrics

Details

Market size value for 2021

USD 33.8 billion

Market size value for 2026

USD 89.8 billion

Market size available for years

2016–2026

Base year considered

2020

Forecast period

2021–2026

Forecast units

USD Billion

Segments covered

Component, Business Function, Type, Deployment Mode, Organization Size, Vertical, And Region

Geographies covered

North America, Europe, APAC, Latin America and MEA

Advanced Analytics Market Drivers

  • Rising adoption of big data and other related technologies
  • Advent of machine learning and artificial intelligence to offer personalized customer experiences

Advanced Analytics Market Opportunities

  • Proliferation of internet coupled with the rising usage of connected and integrated technologies
  • Increasing demand for real-time analytical solutions to track and monitor COVID-19 spread

Companies covered

IBM (US), Oracle (US), SAS Institute (US), SAP (Germany), FICO (US), KNIME (Switzerland), Microsoft (US), Altair (US), RapidMiner (US), AWS (US), Salesforce (US), TIBCO Software (US), Alteryx (US), Teradata (US), Adobe (US), Absolutdata (US), Moody’s Analytics (US), Qlik (US), Databricks (US), Dataiku (US), Kinetica (US), H2O.ai (US), Domino Data Lab (US), DataRobot (US), DataChat (US), Imply (US), Promethium (US), Siren (Ireland), Tellius (US), SOTA Solutions (Germany), and Vanti Analytics

This research report categorizes the Advanced Analytics market based on components, types, business functions, organization size, deployment mode, vertical, and region.

Advanced Analytics Market By Component:
  • Solution
  • Services
    • Professional Services
      • Training and Consulting
      • System integration and implementations
      • Support and Maintenance
    • Managed Services
By Business Function
  • Marketing and Sales
  • Finance
  • Human Resource (HR)
  • Operations
  • Supply Chain
Advanced Analytics Market By Type:
By Deployment Mode:
  • Cloud
  • On-premises
By Organization Size:
  • Large enterprises
  • Small and medium-sized enterprises (SMEs)
By Vertical
  • Banking Finance Services and Insurance (BFSI)
  • IT and Telecom
  • Retail and Consumer Goods
  • Healthcare and Life Sciences
  • Transportation and Logistics
  • Government and Defence
  • Manufacturing
  • Media and Entertainment
  • Other Verticals
By Region
  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • India
    • Japan
    • China
    • Rest of APAC
  • MEA
    • Kingdom of Saudi Arabia (KSA)
    • United Arab Emirates (UAE)
    • South Africa
    • Rest of MEA
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments:

  • In December 2021, IBM integrated streaming analytics on its Cloud Park for Data as a Service (DaaS). This service adds a tool or other types of interfaces that runs in IBM Cloud and provides APIs that can use outside of Cloud Pak for DaaS.
  • In November 2021, Samsung Securities selected Oracle Cloud Infrastructure (OCI) to underpin its digital innovation strategy. The company has secured the flexibility, reliability, and high-performance capabilities it required to effectively run advanced analytics in the rapidly changing financial market environment. It is now able to analyze the derivatives in near real-time, to maximize customer profits. Through its transition to the cloud, Samsung Securities is able to gain access to flexible, secure, and high-performance computing resources.
  • In May 2021, SaS will reinforce the foundation for data and analytics success by incorporating new data management solutions into its powerful, cloud native sasviya platform.
  • In September 2021, SAP released a new version of SAP Analytics Cloud 2021.20. It updates new dashboard and analytics platform services to enhance user experience.
  • 1In October 2021 Altair announced significant enhancements to its integrated portfolio of simulation and design tools. This update to Altair’s simulation software suite is focused on accelerating simulation-driven design and unleashing the power of AI by embedding augmented intelligence in the broadest possible range of Computer-Aided Engineering (CAE) tools.
  • In December 2021, FICO and Sistemas Crνticos, announced the launch of BSafe Platform SaaS, which combines the fraud prevention technologies of FICO Falcon Fraud Manager and TenS a proprietary Sistemas Crνticos platform, on the Cloud for any type of company/institution, notwithstanding of size and industry. It combines with predictive analytics and AI to offer comprehensive fraud prevention, security, and compliance management which focus on the customer lifecycle.
  • In December 2021, CVS Health and Microsoft announced a new strategic alliance to reimagine personalized care and accelerate digital transformation. It focuses on developing innovative solutions to help the consumers improve their health.

Frequently Asked Questions (FAQ):

To speak to our analyst for a discussion on the above findings, click Speak to Analyst

TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 47)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
           FIGURE 1 COVID-19: GLOBAL PROPAGATION
           FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
           FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                    FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY
                    FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
    1.4 OBJECTIVES OF THE STUDY
    1.5 MARKET DEFINITION
           1.5.1 INCLUSIONS AND EXCLUSIONS
    1.6 MARKET SCOPE
           1.6.1 MARKET SEGMENTATION
           1.6.2 REGIONS COVERED
           1.6.3 YEARS CONSIDERED FOR THE STUDY
    1.7 CURRENCY CONSIDERED
           TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020
    1.8 STAKEHOLDERS
    1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 57)
    2.1 RESEARCH DATA
           FIGURE 6 ADVANCED ANALYTICS MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    TABLE 2 PRIMARY INTERVIEWS
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
           FIGURE 7 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 8 MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE MARKET
                    FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE MARKET
                    FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE ADVANCED ANALYTICS MARKET
                    FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF ADVANCED ANALYTICS THROUGH OVERALL ADVANCED ANALYTICS SPENDING
    2.4 MARKET FORECAST
           TABLE 3 FACTOR ANALYSIS
    2.5 COMPANY EVALUATION MATRIX METHODOLOGY
           FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY
           FIGURE 14 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.7 ASSUMPTIONS FOR THE STUDY
    2.8 LIMITATIONS OF THE STUDY
    2.9 IMPLICATIONS OF COVID-19 ON THE MARKET
           FIGURE 15 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021
           2.9.1 IMPACT OF COVID-19 PANDEMIC:

3 EXECUTIVE SUMMARY (Page No. - 74)
    TABLE 4 GLOBAL ADVANCED ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y%)
    TABLE 5 GLOBAL MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%)
    FIGURE 16 MARKET SNAPSHOT, BY COMPONENT
    FIGURE 17 MARKET SNAPSHOT, BY SERVICE
    FIGURE 18 MARKET SNAPSHOT, BY PROFESSIONAL SERVICE
    FIGURE 19 MARKET SNAPSHOT, BY DEPLOYMENT MODE
    FIGURE 20 MARKET SNAPSHOT, BY ORGANIZATION SIZE
    FIGURE 21 MARKET SNAPSHOT, BY TYPE
    FIGURE 22 MARKET SNAPSHOT, BY BUSINESS FUNCTION
    FIGURE 23 MARKET SNAPSHOT, BY VERTICAL
    FIGURE 24 MARKET SNAPSHOT, BY REGION

4 PREMIUM INSIGHTS (Page No. - 81)
    4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE ADVANCED ANALYTICS MARKET
           FIGURE 25 ADVENT OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO OFFER PERSONALIZED CUSTOMER EXPERIENCES TO DRIVE THE GROWTH OF THE MARKET
    4.2 MARKET: TOP THREE TYPES
           FIGURE 26 BIG DATA ANALYTICS SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    4.3 MARKET: BY REGION
           FIGURE 27 NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 2021
    4.4 MARKET IN NORTH AMERICA, TOP THREE TYPES AND VERTICALS
           FIGURE 28 BIG DATA ANALYTICS TYPE AND BFSI VERTICAL TO ACCOUNT FOR THE LARGEST SHARES IN THE MARKET IN 2021

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 84)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 29 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: ADVANCED ANALYTICS MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Rising adoption of big data and other related technologies
                    5.2.1.2 Advent of machine learning and artificial intelligence to offer personalized customer experiences
                    5.2.1.3 Growing need to preclude fraudulent activities during the pandemic
           5.2.2 RESTRAINTS
                    5.2.2.1 Inability to quantify RoI
                    5.2.2.2 Concerns related to data privacy and security due to the pandemic
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Proliferation of internet coupled with the rising usage of connected and integrated technologies
                    5.2.3.2 Increasing demand for real-time analytical solutions to track and monitor COVID-19 spread
           5.2.4 CHALLENGES
                    5.2.4.1 Complex data ecosystem leading to data breaches and security issues
                    5.2.4.2 Ownership and privacy of collected data
                    5.2.4.3 Lack of advanced analytical knowledge among the workforces
           5.2.5 CUMULATIVE GROWTH ANALYSIS
    5.3 INDUSTRY TRENDS
           5.3.1 ADVANCED ANALYTICS TECHNIQUES
                    5.3.1.1 Data mining
                    5.3.1.2 Machine learning
                    5.3.1.3 Cohort analysis
                    5.3.1.4 Cluster analysis
                    5.3.1.5 Retention analysis
           5.3.2 ECOSYSTEM
                    FIGURE 30 ADVANCED ANALYTICS MARKET: ECOSYSTEM
           5.3.3 SUPPLY CHAIN ANALYSIS
                    FIGURE 31 SUPPLY CHAIN ANALYSIS
                    TABLE 6 MARKET: SUPPLY CHAIN
           5.3.4 MARKET: COVID-19 IMPACT
                    FIGURE 32 MARKET TO WITNESS MINIMAL SLOWDOWN IN GROWTH IN 2021
           5.3.5 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF THE MARKET
                    FIGURE 33 MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
           5.3.6 REGULATORY IMPLICATIONS
                    5.3.6.1 General Data Protection Regulation
                    5.3.6.2 Market Abuse Regulation
                    5.3.6.3 Revision of Markets in Financial Instruments Directive
                    5.3.6.4 European Banking Regulations
                    5.3.6.5 Health Insurance Portability and Accountability Act
                    5.3.6.6 California Consumer Privacy Act
                    5.3.6.7 Office of Communications
                    5.3.6.8 Polish Civil Code
                    5.3.6.9 Federal Communications Commission
                    5.3.6.10 Basel
           5.3.7 CASE STUDY ANALYSIS
                    5.3.7.1 Education: Use Cases
                               5.3.7.1.1 Case Study 1: San Francisco University has selected Oracle Fusion Cloud EPM to streamline the budgeting and planning process
                               5.3.7.1.2 Case Study 2: Shorelight used RapidMiner to create a workflow, automate the series of questions traditionally asked by the visa guides, and create a risk profile
                    5.3.7.2 Retail and consumer goods: Use cases
                               5.3.7.2.1 Case Study 3: Fine Hygienic Holding choose Oracle Cloud for its data and application to transform and automate the core business processes
                               5.3.7.2.2 Case Study 4: DEUTZ implemented SAP Analytics Cloud as a central analytics platform for BI
                    5.3.7.3 Media and entertainment: Use cases
                               5.3.7.3.1 Case Study 5: Scaling a small data team using ML
                    5.3.7.4 Healthcare and life sciences: Use cases
                               5.3.7.4.1 Case Study 6: Innocens aims to reduce neonate mortality rates and helps speed sepsis diagnosis using hidden trends found in patient’s data
                               5.3.7.4.2 Case Study 7: Fleury has selected FICO Forecaster to improve the demand forecasting and resource allocation process
                    5.3.7.5 Banking financial service and insurance: Use cases
                               5.3.7.5.1 Case Study 8: Danske Bank is modernizing with IBM Knowledge Watson Catalog to provide unified solutions across data quality, governance, and privacy
                               5.3.7.5.2 Case Study 9: KCB chose Oracle Exadata to consolidate all transaction processing and data warehouse workloads
                    5.3.7.6 IT and telecom: Use cases
                               5.3.7.6.1 Case Study 10: Worldpay uses FICO tools to gain better insights into onboarding decisions
                               5.3.7.6.2 Case Study 11: Improve customer segmentation due to multiple data sources and different business needs
                    5.3.7.7 Transportation and logistics: Use cases
                               5.3.7.7.1 Case Study 12: Visualize and predict the status of the fleet
                    5.3.7.8 Government and defense: Use cases
                               5.3.7.8.1 Case Study 13: HAN University implemented Qlik analytics solutions to promote BI skills within all the coursework
                    5.3.7.9 Energy and utilities: Use cases
                               5.3.7.9.1 Case Study 14: Pφyry Choose FICO Xpress Optimization, part of Fico Decision Management Suite to provide customers with data-driven energy analyses and long-range predictions
                               5.3.7.9.2 Case Study 15: Rising need to optimize debt collection processes and improve recovery of receivables
    5.4 TECHNOLOGY ANALYSIS
           5.4.1 ADVANCED ANALYTICS AND AI
           5.4.2 ADVANCED ANALYTICS AND ML
           5.4.3 ADVANCED ANALYTICS AND IOT
           5.4.4 ADVANCED ANALYTICS AND BLOCKCHAIN
    5.5 PATENT ANALYSIS
           5.5.1 METHODOLOGY
           5.5.2 DOCUMENT TYPE
                    TABLE 7 PATENTS FILED, 2018–2021
           5.5.3 INNOVATION AND PATENT APPLICATIONS
                    FIGURE 34 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021
           5.5.4 TOP APPLICANTS
                    FIGURE 35 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021
    5.6 PRICING MODEL ANALYSIS, 2021
           TABLE 8 ADVANCED ANALYTICS MARKET: PRICING MODEL ANALYSIS, 2021
    5.7 PORTER’S FIVE FORCES ANALYSIS
           TABLE 9 IMPACT OF EACH FORCE ON THE MARKET
           FIGURE 36 PORTER’S FIVE FORCES ANALYSIS
           5.7.1 THREAT OF NEW ENTRANTS
           5.7.2 THREAT OF SUBSTITUTES
           5.7.3 BARGAINING POWER OF SUPPLIERS
           5.7.4 BARGAINING POWER OF BUYERS
           5.7.5 INTENSITY OF COMPETITIVE RIVALRY
           5.7.6 SCENARIO
                    TABLE 10 CRITICAL FACTORS TO IMPACT THE GROWTH OF THE MARKET

6 ADVANCED ANALYTICS MARKET, BY COMPONENT (Page No. - 116)
    6.1 INTRODUCTION
           6.1.1 COMPONENTS: COVID-19 IMPACT
                    FIGURE 37 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 11 MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                    TABLE 12 MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
    6.2 SOLUTION
           6.2.1 INCREASING POPULARITY OF ONLINE SHOPPING AND RISING SOCIAL NETWORK PENETRATION TO BOOST THE DEMAND FOR THE ADVANCED ANALYTICS SOLUTION ACROSS THE GLOBE
                    TABLE 13 SOLUTION: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 14 SOLUTION: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.3 SERVICES
           FIGURE 38 MANAGED SERVICES TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD
           TABLE 15 MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
           TABLE 16 MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
           TABLE 17 SERVICES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 18 SERVICES: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
           6.3.1 PROFESSIONAL SERVICES
                    FIGURE 39 TRAINING AND CONSULTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 19 PROFESSIONAL SERVICES: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                    TABLE 20 PROFESSIONAL SERVICES: ADVANCED ANALYTICS SIZE, BY TYPE, 2021–2026 (USD MILLION)
                    TABLE 21 PROFESSIONAL SERVICES: ADVANCED ANALYTICS SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 22 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    6.3.1.1 Training and consulting services
                               6.3.1.1.1 Training and consulting services are needed in the initial phase of implementing advanced analytics solutions based on their business needs and going market trends
                               TABLE 23 TRAINING AND CONSULTING SERVICES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                               TABLE 24 TRAINING AND CONSULTING SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    6.3.1.2 System integration and implementation services
                               6.3.1.2.1 Advanced analytics solutions must be integrated with existing systems; this requires the right level of connectors and back-end integration capabilities
                               TABLE 25 SYSTEM INTEGRATION AND IMPLEMENTATION SERVICES: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                               TABLE 26 SYSTEM INTEGRATION AND DEPLOYMENT SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    6.3.1.3 Support and maintenance services
                               6.3.1.3.1 Growing need to upgrade the existing system and assistance to the installed solutions to drive the growth of support and maintenance services across the globe
                               TABLE 27 SUPPORT AND MAINTENANCE SERVICES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                               TABLE 28 SUPPORT AND MAINTENANCE SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
           6.3.2 MANAGED SERVICES
                    6.3.2.1 Enterprises must ensure the provision of certain services for their clients to maintain their market position in the market
                               TABLE 29 MANAGED SERVICES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                               TABLE 30 MANAGED SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

7 ADVANCED ANALYTICS MARKET, BY BUSINESS FUNCTION (Page No. - 129)
    7.1 INTRODUCTION
           7.1.1 BUSINESS FUNCTIONS: COVID-19 IMPACT
                    FIGURE 40 OPERATIONS SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 31 MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                    TABLE 32 MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
    7.2 MARKETING AND SALES
           7.2.1 WITH THE EVER-INCREASING DATA OF CUSTOMERS BASED ON ONLINE PURCHASES, WEB CLICKS, SOCIAL MEDIA ACTIVITIES, AND SMART CONNECTED DEVICES TO DRIVE THE ADOPTION OF ADVANCED ANALYTICS SOLUTION TO ENHANCE MARKETING AND SALES BUSINESS FUNCTION WITHIN THE ORGANIZATION
                    TABLE 33 MARKETING AND SALES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 34 MARKETING AND SALES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.3 FINANCE
           7.3.1 ADVANCED ANALYTICS SUPPORTS FINANCIAL FIRMS TO TRACK OUTSTANDING INVOICES AND AUTOMATE THE FOLLOW-UP PROCESS TO ENSURE INVOICES ARE PAID AND CLOSED ON TIME
                    TABLE 35 FINANCE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 36 FINANCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.4 HUMAN RESOURCES
           7.4.1 INCREASING NEED TO PREDICT EMPLOYEE PERFORMANCE AND IDENTIFY HIDDEN TALENT FOR ORGANIZATIONS WOULD DRIVE THE ADOPTION OF ADVANCED ANALYTICS SOLUTION FOR THE HUMAN RESOURCES BUSINESS FUNCTION IN AN ORGANIZATION
                    TABLE 37 HUMAN RESOURCES: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 38 HUMAN RESOURCES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.5 OPERATIONS
           7.5.1 INCREASING NEED TO IMPROVE LOCATION AND DISTRIBUTION CENTER PERFORMANCE USING ALL THE RELEVANT DATA, RANGING FROM EXCEL SPREADSHEETS TO BOOST THE GROWTH OF ADVANCED ANALYTICS SOLUTIONS
                    TABLE 39 OPERATIONS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 40 OPERATIONS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.6 SUPPLY CHAIN
           7.6.1 INCREASING NEED TO ADDRESS THE CHALLENGES OF ANALYZING PRODUCTION PROCESSES IN ORGANIZATIONS THAT MAY INCREASE ROI TO DRIVE THE ADOPTION OF ADVANCED ANALYTICS SOLUTION
                    TABLE 41 SUPPLY CHAIN: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 42 SUPPLY CHAIN: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

8 ADVANCED ANALYTICS MARKET, BY TYPE (Page No. - 138)
    8.1 INTRODUCTION
           8.1.1 TYPES: COVID-19 IMPACT
                    FIGURE 41 RISK ANALYTICS SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 43 MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                    TABLE 44 MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
    8.2 BIG DATA ANALYTICS
           8.2.1 BIG DATA ANALYTICS USES ADVANCED ANALYTICS TECHNIQUES TO UNCOVER TRENDS, PATTERNS, AND CORRELATIONS IN LARGE AMOUNTS OF RAW DATA, MAKING DATA-INFORMED DECISIONS
                    TABLE 45 BIG DATA ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 46 BIG DATA ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.3 PREDICTIVE ANALYTICS
           8.3.1 PREDICTIVE ANALYTICS HELPS ORGANIZATIONS EFFECTIVELY ANTICIPATE AND PROACTIVELY PLAN FOR FUTURE EVENTS FOR ENHANCED PRODUCTIVITY
                    TABLE 47 PREDICTIVE ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 48 PREDICTIVE ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.4 CUSTOMER ANALYTICS
           8.4.1 CUSTOMER ANALYTICS USES ADVANCED ANALYTICS TECHNIQUES TO GAIN CUSTOMER INSIGHTS IN REAL TIME AND OPTIMIZE THE CUSTOMER INTERACTIONS
                    TABLE 49 CUSTOMER ANALYTICS: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 50 CUSTOMER ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.5 STATISTICAL ANALYTICS
           8.5.1 GROWING NEED TO UNCOVER PATTERNS AND TRENDS USING DATA INTERPRETATION TECHNIQUES TO DRIVE THE DEMAND FOR STATISTICAL ANALYTICS IN THE MARKET
                    TABLE 51 STATISTICAL ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 52 STATISTICAL ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.6 RISK ANALYTICS
           8.6.1 RISING NEED TO IMPROVE RISK ASSESSMENTS AND DETECT FRAUD TO DRIVE THE GROWTH OF RISK ANALYTICS IN THE MARKET
                    TABLE 53 RISK ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 54 RISK ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.7 PRESCRIPTIVE ANALYTICS
           8.7.1 PRESCRIPTIVE ANALYTICS USES OPTIMIZATION AND SIMULATION ALGORITHMS TO ALLOW COMPANIES TO ASSESS A NUMBER OF POSSIBLE OUTCOMES BASED UPON THEIR ACTIONS
                    TABLE 55 PRESCRIPTIVE ANALYTICS: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 56 PRESCRIPTIVE ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.8 OTHER TYPES
           TABLE 57 OTHER TYPES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 58 OTHER TYPES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

9 ADVANCED ANALYTICS MARKET, BY DEPLOYMENT MODE (Page No. - 151)
    9.1 INTRODUCTION
           9.1.1 DEPLOYMENT MODES: COVID-19 IMPACT
                    FIGURE 42 CLOUD SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 59 MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                    TABLE 60 MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
    9.2 ON-PREMISES
           9.2.1 DATA-SENSITIVE ORGANIZATIONS TO ADOPT THE ON-PREMISES DEPLOYMENT MODE TO DEPLOY ADVANCED ANALYTICS SOLUTIONS
                    TABLE 61 ON-PREMISES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 62 ON-PREMISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.3 CLOUD
           9.3.1 CLOUD DEPLOYMENT MODE PROVIDES MULTIPLE BENEFITS, SUCH AS REDUCED OPERATIONAL COSTS, SIMPLE DEPLOYMENTS, AND HIGHER SCALABILITY
                    TABLE 63 CLOUD: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                    TABLE 64 CLOUD: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

10 ADVANCED ANALYTICS MARKET, BY ORGANIZATION SIZE (Page No. - 157)
     10.1 INTRODUCTION
             10.1.1 ORGANIZATION SIZE: COVID-19 IMPACT
                       FIGURE 43 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
                       TABLE 65 MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 66 MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     10.2 LARGE ENTERPRISES
             10.2.1 EFFECTIVE USE OF ADVANCED ANALYTICS TECHNIQUES IS CAPABLE OF TRANSFORMING DATA INTO DELIVERABLE INFORMATION THAT WILL DRIVE THE ADOPTION OF ADVANCED ANALYTICS SOLUTION AMONG LARGE ENTERPRISES
                       TABLE 67 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 68 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.3 SMALL AND MEDIUM-SIZED ENTERPRISES
             10.3.1 ADOPTION OF NEW TECHNOLOGIES TO FIX ISSUES FOR ENHANCING BUSINESS PROCESSES TO BOOST THE DEMAND FOR ADVANCED ANALYTICS AMONG SMALL AND MEDIUM-SIZED ENTERPRISES
                       TABLE 69 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 70 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

11 ADVANCED ANALYTICS MARKET, BY VERTICAL (Page No. - 163)
     11.1 INTRODUCTION
             11.1.1 VERTICALS: COVID-19 IMPACT
                       FIGURE 44 HEALTHCARE AND LIFE SCIENCES VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
             11.1.2 MAJOR USE CASES: BY VERTICAL
                       TABLE 71 MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                       TABLE 72 MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
     11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
             11.2.1 ADVANCED ANALYTICS IDENTIFIES NEW BUSINESS OPPORTUNITIES, DESIGNING CUSTOMER VALUE PROPOSITIONS AND CONSTRUCTING NEW BUSINESS MODELS ACROSS THE BFSI VERTICAL
                       TABLE 73 BFSI: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 74 BFSI: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.3 IT AND TELECOM
             11.3.1 GROWING PENETRATION OF SMARTPHONES, COUPLED WITH THE INCREASE IN THE NUMBER OF SERVICE PROVIDERS, HAVE CREATED THE DEMAND TO ADOPT ADVANCED ANALYTICS SOLUTION AMONG THE TELECOM INDUSTRY
                       TABLE 75 IT AND TELECOM: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 76 IT AND TELECOM: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.4 RETAIL AND CONSUMER GOODS
             11.4.1 RISING NEED TO ENHANCE CUSTOMER EXPERIENCE, EMPLOYEE EFFICIENCY, AND THE OVERALL FUNCTIONING OF THE BUSINESS TO BOOST THE DEMAND FOR ADVANCED ANALYTICS ACROSS RETAIL AND CONSUMER GOODS SECTORS
                       TABLE 77 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 78 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.5 HEALTHCARE AND LIFE SCIENCES
             11.5.1 NEED TO IMPROVE PATIENT MANAGEMENT, MONITORING, AND ENHANCE PATIENT EXPERIENCE ARE DRIVING THE ADOPTION OF ADVANCED ANALYTICS ACROSS THE HEALTHCARE AND LIFE SCIENCES VERTICAL
                       TABLE 79 HEALTHCARE AND LIFE SCIENCES: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 80 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.6 TRANSPORTATION AND LOGISTICS
             11.6.1 GROWING TO MANAGE TRAFFIC AND HANDLE COMPLEX SUPPLY CHAIN OPERATIONS WILL GIVE A BOOST TO THE GROWTH OF ADVANCED ANALYTICS ACROSS THE TRANSPORTATION AND LOGISTICS VERTICAL
                       TABLE 81 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 82 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.7 GOVERNMENT AND DEFENSE
             11.7.1 RISING NEED TO MANAGE CRITICAL DATA AND DELIVER ENHANCED SERVICES TO THE CITIZENS TO DRIVE THE GROWTH OF ADVANCED ANALYTICS AMONG GOVERNMENT AND DEFENSE INDUSTRY
                       TABLE 83 GOVERNMENT AND DEFENSE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 84 GOVERNMENT AND DEFENSE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.8 MANUFACTURING
             11.8.1 ADVANCED ANALYTICS USED IN THE MANUFACTURING VERTICAL HELPS IMPROVE DECISION-MAKING AND ENHANCE PERFORMANCE
                       TABLE 85 MANUFACTURING: ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 86 MANUFACTURING: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.9 MEDIA AND ENTERTAINMENT
             11.9.1 MEDIA AND ENTERTAINMENT VERTICAL LEVERAGES ADVANCED ANALYTICS SOLUTION TO ENHANCE CONTENT AND CUSTOMER VIEWING EXPERIENCE
                       TABLE 87 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 88 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.10 OTHER VERTICALS
               TABLE 89 OTHER VERTICALS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 90 OTHER VERTICALS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

12 ADVANCED ANALYTICS MARKET, BY REGION (Page No. - 181)
     12.1 INTRODUCTION
               FIGURE 45 INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
               FIGURE 46 ASIA PACIFIC TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
               TABLE 91 MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 92 ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     12.2 NORTH AMERICA
             12.2.1 NORTH AMERICA: COVID-19 IMPACT
             12.2.2 NORTH AMERICA: REGULATIONS
                       12.2.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
                       12.2.2.2 Gramm–Leach–Bliley Act
                       12.2.2.3 Health Insurance Portability and Accountability Act of 1996
                       12.2.2.4 Health Level Seven (HL7)
                       12.2.2.5 Occupational Safety and Health Administration (OSHA)
                       12.2.2.6 Federal Information Security Management Act
                       12.2.2.7 Federal Information Processing Standards
                       12.2.2.8 California Consumer Privacy Act
                                   FIGURE 47 NORTH AMERICA: MARKET SNAPSHOT
                                   TABLE 93 NORTH AMERICA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 94 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                   TABLE 95 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 96 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 97 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 98 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 99 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                                   TABLE 100 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                   TABLE 101 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 102 NORTH AMERICA: ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 103 NORTH AMERICA: MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                                   TABLE 104 NORTH AMERICA: MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
                                   TABLE 105 NORTH AMERICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 106 NORTH AMERICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 107 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 108 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 109 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 110 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             12.2.3 UNITED STATES
                       12.2.3.1 Rapid adoption of technology and use of digitally innovative solutions drive the growth of the advanced analytics market in the US
                                   TABLE 111 UNITED STATES: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 112 UNITED STATES: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.2.4 CANADA
                       12.2.4.1 Digital transformation of businesses into data-driven organizations to drive the growth of the advanced analytics market in Canada
                                   TABLE 113 CANADA: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 114 CANADA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
     12.3 EUROPE
             12.3.1 EUROPE: COVID-19 IMPACT
             12.3.2 EUROPE: REGULATIONS
                       12.3.2.1 General Data Protection Regulation
                       12.3.2.2 Payment Card Industry Data Security Standard
                       12.3.2.3 European Committee for Standardization
                                   TABLE 115 EUROPE: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 116 EUROPE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                   TABLE 117 EUROPE: MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 118 EUROPE: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 119 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 120 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 121 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                                   TABLE 122 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                   TABLE 123 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 124 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 125 EUROPE: MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                                   TABLE 126 EUROPE: ADVANCED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
                                   TABLE 127 EUROPE: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 128 EUROPE: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 129 EUROPE: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 130 EUROPE: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 131 EUROPE: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 132 EUROPE: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             12.3.3 UNITED KINGDOM
                       12.3.3.1 Advanced IT infrastructure, coupled with the advent of disruptive technologies, will drive the growth of advanced analytics solutions in the UK
                                   TABLE 133 UNITED KINGDOM: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 134 UNITED KINGDOM: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.3.4 GERMANY
                       12.3.4.1 High skilled labor force and rising government initiatives are the key factors driving the adoption of advanced analytical solutions in Germany
                                   TABLE 135 GERMANY: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 136 GERMANY: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.3.5 FRANCE
                       12.3.5.1 Increasing technological development in AI acts as a driving factor toward the adoption of advanced analytics technology in France
                                   TABLE 137 FRANCE: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 138 FRANCE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.3.6 REST OF EUROPE
                       TABLE 139 REST OF EUROPE: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                       TABLE 140 REST OF EUROPE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
     12.4 ASIA PACIFIC
             12.4.1 ASIA PACIFIC: COVID-19 IMPACT
             12.4.2 ASIA PACIFIC: REGULATIONS
                       12.4.2.1 Personal Data Protection Act
                       12.4.2.2 Act on the Protection of Personal Information (APPI)
                       12.4.2.3 International Organization for Standardization 27001
                                   FIGURE 48 ASIA PACIFIC: MARKET SNAPSHOT
                                   TABLE 141 ASIA PACIFIC: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 142 ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                   TABLE 143 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 144 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 145 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 146 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 147 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                                   TABLE 148 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                   TABLE 149 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 150 ASIA PACIFIC: ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 151 ASIA PACIFIC: MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                                   TABLE 152 ASIA PACIFIC: MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
                                   TABLE 153 ASIA PACIFIC: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 154 ASIA PACIFIC: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 155 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 156 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 157 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 158 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             12.4.3 INDIA
                       12.4.3.1 Increase in technology innovations and digitalization drives the growth of the advanced analytics market in India
                                   TABLE 159 INDIA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 160 INDIA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.4.4 JAPAN
                       12.4.4.1 Advancements in innovative technologies, coupled with strong IT infrastructure, to drive the growth of the advanced analytics market in Japan
                                   TABLE 161 JAPAN: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 162 JAPAN: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.4.5 CHINA
                       12.4.5.1 Technological development and rising government support to drive the growth of the advanced analytics market in China
                                   TABLE 163 CHINA: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 164 CHINA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.4.6 REST OF ASIA PACIFIC
                       TABLE 165 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                       TABLE 166 REST OF ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
     12.5 MIDDLE EAST AND AFRICA
             12.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
             12.5.2 MIDDLE EAST AND AFRICA: REGULATIONS
                       12.5.2.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
                       12.5.2.2 GDPR Applicability in KSA
                       12.5.2.3 Protection of Personal Information Act
                                   TABLE 167 MIDDLE EAST AND AFRICA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 168 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                   TABLE 169 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 170 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 171 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 172 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 173 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                                   TABLE 174 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                   TABLE 175 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 176 MIDDLE EAST AND AFRICA: ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 177 MIDDLE EAST AND AFRICA: MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                                   TABLE 178 MIDDLE EAST AND AFRICA: MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
                                   TABLE 179 MIDDLE EAST AND AFRICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 180 MIDDLE EAST AND AFRICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 181 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 182 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 183 MIDDLE EAST AND AFRICA: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                                   TABLE 184 MIDDLE EAST AND AFRICA: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
             12.5.3 KINGDOM OF SAUDI ARABIA
                       12.5.3.1 Adoption of technology and transformation to data-driven economy drives the growth of advanced analytics solution in the country
                                   TABLE 185 KINGDOM OF SAUDI ARABIA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 186 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.5.4 UNITED ARAB EMIRATES
                       12.5.4.1 Country witnesses the increasing trend toward the adoption of AI and analytics technologies that boost the growth of the market
                                   TABLE 187 UNITED ARAB EMIRATES: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 188 UNITED ARAB EMIRATES: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.5.5 SOUTH AFRICA
                       12.5.5.1 Growing digitalization and rising government support to drive the growth of advanced analytics solution in the African market
                                   TABLE 189 SOUTH AFRICA: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 190 SOUTH AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.5.6 REST OF MIDDLE EAST AND AFRICA
                       TABLE 191 REST OF MEA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                       TABLE 192 REST OF MEA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
     12.6 LATIN AMERICA
             12.6.1 LATIN AMERICA: COVID-19 IMPACT
             12.6.2 LATIN AMERICA: REGULATIONS
                       12.6.2.1 Brazil Data Protection Law
                       12.6.2.2 Argentina Personal Data Protection Law No. 25.326
                       12.6.2.3 Federal Law on Protection of Personal Data Held by Individuals
                                   TABLE 193 LATIN AMERICA: ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 194 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                   TABLE 195 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 196 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 197 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
                                   TABLE 198 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                   TABLE 199 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                                   TABLE 200 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                   TABLE 201 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 202 LATIN AMERICA: ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 203 LATIN AMERICA: MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                                   TABLE 204 LATIN AMERICA: MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
                                   TABLE 205 LATIN AMERICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 206 LATIN AMERICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 207 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 208 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 209 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 210 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             12.6.3 BRAZIL
                       12.6.3.1 Rising need to enhance the business efficiency, coupled with the growing utility of IoT analytics, to drive the growth of the advanced analytics market in Brazil
                                   TABLE 211 BRAZIL: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 212 BRAZIL: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.6.4 MEXICO
                       12.6.4.1 Government initiatives toward technological development to drive the growth of the advanced analytics market in Mexico
                                   TABLE 213 MEXICO: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                                   TABLE 214 MEXICO: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
             12.6.5 REST OF LATIN AMERICA
                       TABLE 215 REST OF LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION)
                       TABLE 216 REST OF LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)

13 COMPETITIVE LANDSCAPE (Page No. - 245)
     13.1 OVERVIEW
     13.2 KEY PLAYER STRATEGIES
     13.3 REVENUE ANALYSIS
               FIGURE 49 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
     13.4 MARKET SHARE ANALYSIS
               FIGURE 50 MARKET SHARE ANALYSIS FOR KEY COMPANIES
               TABLE 217 ADVANCED ANALYTICS MARKET: DEGREE OF COMPETITION
     13.5 COMPANY EVALUATION QUADRANT
             13.5.1 STARS
             13.5.2 EMERGING LEADERS
             13.5.3 PERVASIVE
             13.5.4 PARTICIPANT
                       FIGURE 51 KEY MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2021
     13.6 COMPETITIVE BENCHMARKING
             13.6.1 COMPANY PRODUCT FOOTPRINT
                       FIGURE 52 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN THE MARKET
                       FIGURE 53 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN THE ADVANCED ANALYTICS MARKET
                       TABLE 218 COMPANY OFFERING FOOTPRINT
                       TABLE 219 COMPANY REGION FOOTPRINT
                       FIGURE 54 ADVANCED ANALYTICS: COMPETITIVE BENCHMARKING OF TOP 10 KEY PLAYERS
     13.7 STARTUP/SME EVALUATION QUADRANT
             13.7.1 PROGRESSIVE COMPANIES
             13.7.2 RESPONSIVE COMPANIES
             13.7.3 DYNAMIC COMPANIES
             13.7.4 STARTING BLOCKS
                       FIGURE 55 STARTUP/SME ADVANCED ANALYTICS MARKET EVALUATION QUADRANT, 2021
     13.8 STARTUP/SME COMPETITIVE BENCHMARKING
             13.8.1 COMPANY PRODUCT FOOTPRINT
                       FIGURE 56 PRODUCT PORTFOLIO ANALYSIS OF STARTUP/SME IN THE MARKET
                       FIGURE 57 BUSINESS STRATEGY EXCELLENCE OF STARTUP/SME IN THE MARKET
                       TABLE 220 STARTUP/SME COMPANY OFFERING FOOTPRINT
                       TABLE 221 STARTUP/SME COMPANY REGION FOOTPRINT
                       TABLE 222 MARKET: DETAILED LIST OF KEYS STARTUP/SMES
                       FIGURE 58 ADVANCED ANALYTICS: COMPETITIVE BENCHMARKING OF KEY STARTUP/SMES
     13.9 COMPETITIVE SCENARIO AND TRENDS
             13.9.1 PRODUCT LAUNCHES
                       TABLE 223 MARKET: PRODUCT LAUNCHES, APRIL 2020–AUGUST 2021
             13.9.2 DEALS
                       TABLE 224 ADVANCED ANALYTICS MARKET: DEALS, MAY 2019–OCTOBER 2021

14 COMPANY PROFILES (Page No. - 262)
     14.1 INTRODUCTION
(Business and Financial Overview, Solutions/ Services Offered, Recent Developments, COVID-19 development, and MnM View)*
     14.2 IBM
               TABLE 225 IBM: BUSINESS AND FINANCIAL OVERVIEW
               FIGURE 59 IBM: COMPANY SNAPSHOT
               TABLE 226 IBM: SOLUTIONS OFFERED
               TABLE 227 IBM: SERVICES OFFERED
               TABLE 228 IBM: DEALS
     14.3 ORACLE
               TABLE 229 ORACLE: BUSINESS OVERVIEW
               FIGURE 60 ORACLE: COMPANY SNAPSHOT
               TABLE 230 ORACLE: SOLUTIONS OFFERED
               TABLE 231 ORACLE: SERVICES OFFERED
               TABLE 232 ORACLE: DEALS
     14.4 SAS INSTITUTE
               TABLE 233 SAS INSTITUTE: BUSINESS OVERVIEW
               FIGURE 61 SAS INSTITUTE: COMPANY SNAPSHOT
               TABLE 234 SAS INSTITUTE: SOLUTIONS OFFERED
               TABLE 235 SAS INSTITUTE: DEALS
     14.5 SAP
               TABLE 236 SAP: BUSINESS OVERVIEW
               FIGURE 62 SAP: COMPANY SNAPSHOT
               TABLE 237 SAP: SOLUTIONS OFFERED
               TABLE 238 SAP: SERVICES OFFERED
               TABLE 239 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
               TABLE 240 SAP: DEALS AND OTHERS
     14.6 FICO
               TABLE 241 FICO: BUSINESS OVERVIEW
               FIGURE 63 FICO: COMPANY SNAPSHOT
               TABLE 242 FICO: SOLUTIONS OFFERED
               TABLE 243 FICO: PRODUCT LAUNCHES AND ENHANCEMENTS
               TABLE 244 FICO: DEALS
     14.7 KNIME
               TABLE 245 KNIME: BUSINESS OVERVIEW
               TABLE 246 KNIME: SOLUTIONS OFFERED
     14.8 MICROSOFT
               TABLE 247 MICROSOFT: BUSINESS OVERVIEW
               FIGURE 64 MICROSOFT: COMPANY SNAPSHOT
               TABLE 248 MICROSOFT: SOLUTIONS OFFERED
               TABLE 249 MICROSOFT: SERVICES OFFERED
               TABLE 250 MICROSOFT: SOLUTION LAUNCHES AND ENHANCEMENTS
               TABLE 251 MICROSOFT: DEALS AND OTHERS
     14.9 ALTAIR
               TABLE 252 ALTAIR: BUSINESS OVERVIEW
               FIGURE 65 ALTAIR: COMPANY SNAPSHOT
               TABLE 253 ALTAIR: SOLUTIONS OFFERED
               TABLE 254 ALTAIR: SERVICES OFFERED
               TABLE 255 ALTAIR: SOLUTION LAUNCHES AND ENHANCEMENTS
               TABLE 256 ALTAIR: DEALS
     14.10 RAPIDMINER
               TABLE 257 RAPIDMINER: BUSINESS OVERVIEW
               TABLE 258 RAPIDMINER: SOLUTIONS OFFERED
               TABLE 259 RAPIDMINER: SOLUTION LAUNCHES AND ENHANCEMENTS
               TABLE 260 RAPIDMINER: DEALS
     14.11 AWS
               TABLE 261 AWS: BUSINESS OVERVIEW
               FIGURE 66 AWS: COMPANY SNAPSHOT
               TABLE 262 AWS: SOLUTION OFFERED
               TABLE 263 AWS: SERVICES OFFERED
               TABLE 264 AWS: SOLUTION LAUNCHES AND ENHANCEMENTS
               TABLE 265 AWS: DEALS
Business and Financial Overview, Solutions/ Services Offered, Recent Developments, COVID-19 development, and MnM View might not be captured in case of unlisted companies.
     14.12 SALESFORCE
     14.13 TIBCO SOFTWARE
     14.14 ALTERYX
     14.15 TERADATA
     14.16 ADOBE
     14.17 ABSOLUTDATA ANALYTICS
     14.18 MOODY’S ANALYTICS
     14.19 QLIK
     14.20 DATABRICKS
     14.21 DATAIKU
     14.22 KINETICA
     14.23 SMES/STARTUP COMPANIES
               14.23.1 H2O.AI
               14.23.2 DOMINO DATA LAB
               14.23.3 DATAROBOT
               14.23.4 DATACHAT
               14.23.5 IMPLY
               14.23.6 PROMETHIUM
               14.23.7 SIREN
               14.23.8 TELLIUS
               14.23.9 SOTA SOLUTIONS
               14.23.10 VANTI ANALYTICS

15 ADJACENT AND RELATED MARKETS (Page No. - 315)
     15.1 INTRODUCTION
     15.2 SPEECH ANALYTICS MARKET - GLOBAL FORECAST TO 2025
             15.2.1 MARKET DEFINITION
             15.2.2 MARKET OVERVIEW
                       15.2.2.1 Speech analytics market, by component
                                   TABLE 266 SPEECH ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                   TABLE 267 SPEECH ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                       15.2.2.2 Speech analytics market, by service
                                   TABLE 268 SPEECH ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                                   TABLE 269 SPEECH ANALYTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                       15.2.2.3 Speech analytics market, by application
                                   TABLE 270 SPEECH ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
                                   TABLE 271 SPEECH ANALYTICS MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
                       15.2.2.4 Speech analytics market, by deployment mode
                                   TABLE 272 SPEECH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                                   TABLE 273 SPEECH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
                       15.2.2.5 Speech analytics market, by organization size
                                   TABLE 274 SPEECH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                                   TABLE 275 SPEECH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                       15.2.2.6 Speech analytics market, by vertical
                                   TABLE 276 SPEECH ANALYTICS MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                   TABLE 277 SPEECH ANALYTICS MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
                       15.2.2.7 Speech analytics market, by region
                                   TABLE 278 SPEECH ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                                   TABLE 279 SPEECH ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     15.3 PREDICTIVE ANALYTICS MARKET - GLOBAL FORECAST TO 2026
             15.3.1 MARKET DEFINITION
             15.3.2 MARKET OVERVIEW
                       15.3.2.1 Predictive analytics market, by component
                                   TABLE 280 PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                                   TABLE 281 PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       15.3.2.2 Predictive analytics market, by solution
                                   TABLE 282 PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)
                                   TABLE 283 PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION)
                       15.3.2.3 Predictive analytics market, by service
                                   TABLE 284 PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)
                                   TABLE 285 PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                       15.3.2.4 Predictive analytics market, by deployment mode
                                   TABLE 286 PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                                   TABLE 287 PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       15.3.2.5 Predictive analytics market, by organization size
                                   TABLE 288 PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                                   TABLE 289 PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       15.3.2.6 Predictive analytics market, by vertical
                                   TABLE 290 PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                                   TABLE 291 PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       15.3.2.7 Predictive analytics market, by region
                                   TABLE 292 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                                   TABLE 293 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

16 APPENDIX (Page No. - 329)
     16.1 INDUSTRY EXPERTS
     16.2 DISCUSSION GUIDE
     16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     16.4 AVAILABLE CUSTOMIZATIONS
     16.5 RELATED REPORTS
     16.6 AUTHOR DETAILS

The research study for the advanced analytics market involved extensive secondary sources, directories, and several journals, including International Journal of Data Analytics (IJDA), Journal of Big Data Analytics in Transportation, and International Journal of Business Analytics (IJBAN). Primary sources were industry experts from the core and related industries, preferred advanced analytics providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.

Secondary Research

In the secondary research process, various sources were referred to, for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors websites. Advanced analytics spending of various countries was extracted from the respective sources. Secondary research was used to obtain key information related to the industry’s value chain and supply chain to identify key players based on solutions, services, market classification, and segmentation according to offerings of major players, industry trends related to solutions, services, deployment modes, functionalities, applications, verticals, and regions, and key developments from both market-and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from the supply and demand sides were In the primary research process, various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and advanced analytics expertise; related key executives from advanced analytics solution vendors, SIs, professional service providers, and industry associations; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped in understanding various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using advanced analytics solutions, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of advanced analytics solutions and services, which would impact the overall advanced analytics market.

The following is the breakup of primary profiles:

Advanced Analytics Market  Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Multiple approaches were adopted for estimating and forecasting the Advanced Analytics market. The first approach involves estimating the market size by summation of companies’ revenue generated through the sales of solutions and services.

Key market players were not limited to such as IBM (US), Oracle (US), SAS Institute (US), SAP (Germany), FICO (US), KNIME (Switzerland), Microsoft (US), Altair (US), RapidMiner (US), AWS (US), Salesforce (US), TIBCO Software (US), Alteryx (US), Teradata (US), Adobe (US), Absolutdata (US), Moody’s Analytics (US), Qlik (US), Databricks (US), Dataiku (US), Kinetica (US), H2O.ai (US), Domino Data Lab (US), DataRobot (US), DataChat (US), Imply (US), Promethium (US), Siren (Ireland), Tellius (US), SOTA Solutions (Germany), and Vanti Analytics.

The market players were identified through extensive secondary research, and their revenue contribution in respective regions was determined through primary and secondary research.

  • The entire procedure included studying annual and financial reports of top market players and extensive interviews for key insights from industry leaders, such as CEOs, VPs, directors, and marketing executives.
  • All percentage splits and breakups were determined using secondary sources and verified through primary sources.

All the possible parameters that affect the market covered in the research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The data is consolidated and added with detailed inputs and analysis from MarketsandMarkets.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and predict the Advanced Analytics market by component (solution and services), type, business function, organization size, deployment mode, vertical, and region
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile the key players and comprehensively analyze their market rankings and core competencies
  • To analyze the competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the Advanced Analytics market
  • To analyze the impact of the COVID-19 pandemic on the Advanced Analytics market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic Analysis

  • Further breakup of the North American Advanced Analytics market
  • Further breakup of the European market
  • Further breakup of the APAC market
  • Further breakup of the Latin American market
  • Further breakup of the MEA market

Company Information

  • Detailed analysis and profiling of additional market players up to 10
Report Code
TC 2361
Published ON
Feb, 2022
Choose License Type
BUY NOW
  • SHARE
X
Request Customization
Speak to Analyst
Speak to Analyst
OR FACE-TO-FACE MEETING
PERSONALIZE THIS RESEARCH
  • Triangulate with your Own Data
  • Get Data as per your Format and Definition
  • Gain a Deeper Dive on a Specific Application, Geography, Customer or Competitor
  • Any level of Personalization
REQUEST A FREE CUSTOMIZATION
LET US HELP YOU!
  • What are the Known and Unknown Adjacencies Impacting the Advanced Analytics Market
  • What will your New Revenue Sources be?
  • Who will be your Top Customer; what will make them switch?
  • Defend your Market Share or Win Competitors
  • Get a Scorecard for Target Partners
CUSTOMIZED WORKSHOP REQUEST
+1-888-600-6441
  • Call Us
  • +1-888-600-6441 (Corporate office hours)
  • +1-888-600-6441 (US/Can toll free)
  • +44-800-368-9399 (UK office hours)
CONNECT WITH US
ABOUT TRUST ONLINE
©2022 MarketsandMarkets Research Private Ltd. All rights reserved
DMCA.com Protection Status Website Feedback