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Advanced Analytics Technologies: Global Markets

  • ID: 5116093
  • Report
  • June 2020
  • Region: Global
  • 131 Pages
  • BCC Research
1 of 5

FEATURED COMPANIES

  • Altair Engineering
  • Alteryx Inc.
  • Fair Isaac Corp.
  • Knime AG
  • Microsoft Corp.
  • Oracle Corp.
  • MORE

Report Scope:

In this report, the market has been segmented by type, deployment, organization size, industry vertical and geography. The report provides an overview of the global market for advanced analytics technologies and analyzes market trends. Using 2019 as the base year, the report provides estimated market data for the forecast period 2020 through 2025. Revenue forecasts for this period are segmented based on type, deployment, organization size, industry vertical and geography. Market values have been estimated based on the total revenue of the advanced analytics software providers.

The advanced analytics solutions covered include all those solutions which have the capability of not only descriptive and diagnostic analytics but also to solve predictive and prescriptive analytics. Further information on this has been provided in the Market Overview section.

This report also focuses on the major trends and challenges that affect the market and the vendor landscape.

Report Includes:

  • 40 data tables and 24 additional tables
  • Descriptive study and quantitative analysis of the global market for advanced analytics technologies
  • Analyses of the global market trends, with data corresponding to market size for 2019, estimates for 2020, and projections of compound annual growth rates (CAGRs) through 2025
  • Regional market share analysis of the advanced analytics technologies
  • Discussion on the technology innovations and advanced analytics solutions with regards to their applications in various industry verticals across different regions
  • Insight into viable technology drivers with emphasis on major trends and challenges that affect the future marketplace
  • Impact of the novel coronavirus (COVID-19) pandemic outbreak on the global economy and overall analytics industry
  • Competitive landscape of leading vendor companies and their market share analysis within the advanced analytics technologies
  • Profile description of major market players, including Alteryx Inc., International Business Machines Corp., Microsoft Corp., Oracle Corp., Qliktech International AB, SAP SE and SAS Institute Inc.
Note: Product cover images may vary from those shown
2 of 5

FEATURED COMPANIES

  • Altair Engineering
  • Alteryx Inc.
  • Fair Isaac Corp.
  • Knime AG
  • Microsoft Corp.
  • Oracle Corp.
  • MORE

Chapter 1 Introduction

  • Study Goals and Objectives
  • Scope of Report
  • Reasons for Doing the Study
  • Intended Audiences
  • Methodology
  • Geographic Breakdown
  • Analyst's Credentials
  • Custom Research
  • Related Research Reports

Chapter 2 Summary and Highlights

Chapter 3 Overview

  • Technological Background and History of Advanced Analytics
  • Technological Background and History of Machine Learning
  • Future of Advanced Analytics
  • Future of Data Governance in Advanced Analytics
  • Types of Advanced Analytics
  • Descriptive Analytics
  • Diagnostic Analytics
  • Predictive Analytics
  • Prescriptive Analytics
  • Machine Learning Process
  • Impact of COVID-19 on the Analytics Industry
  • Market Drivers
  • Increasing Computational Power
  • Increasing Adoption of Cloud Analytics
  • Increasing Internet of Things Adoption
  • Increasing Focus from Organizations Developing a Data Driven Strategy
  • Market Restrains
  • Lack of Skilled Professionals

Chapter 4 Market Breakdown by Type of Analytic

  • Introduction
  • Big Data Analytics
  • Main Benefits
  • Market Size and Forecast
  • Business Analytics
  • Market Size and Forecast
  • Customer Analytics
  • Benefits of Customer Analytics
  • Market Size and Forecast
  • Risk Analytics
  • Benefits of Risk Analytics
  • Market Size and Forecast
  • Statistical Analytics
  • Market Size and Forecast
  • Others
  • Market Size and Forecast

Chapter 5 Market Breakdown by Type of Deployment

  • Introduction
  • On-premise
  • Market Size and Forecast
  • Cloud
  • Types of Cloud Deployments
  • Market Size and Forecast

Chapter 6 Market Breakdown by Organization Size

  • Introduction
  • Large Enterprises
  • User Acquisition
  • Customer Support
  • Forecasting
  • Security and Fraud Detection
  • People Management
  • Market Size and Forecast
  • Small and Medium Enterprises
  • Declining Costs of Data Sources
  • Market Size and Forecast

Chapter 7 Market Breakdown by End-User Industry

  • Introduction
  • Banking, Financial Services and Insurance (BFSI)
  • Risk Management
  • Credit Risk Analysis
  • Fraud Detection and Management
  • Market Size and Forecast
  • IT and Telecommunication
  • Churn Prediction
  • Customer Profitability Analysis
  • Network Dynamics
  • Market Size and Forecast
  • Healthcare and Life Sciences
  • Predictive Modeling
  • Clinical Analytics
  • Bioinformatics
  • Market Size and Forecast
  • Consumer Packaged Goods and Retail
  • Supply Chain Analytics
  • Customer Insight
  • Dynamic Pricing
  • Market Size and Forecast
  • Government and Defense
  • Market Size and Forecast
  • Others
  • Market Size and Forecast

Chapter 8 Market Breakdown by Region

  • Introduction
  • North America
  • U.S.
  • Canada
  • Mexico
  • Europe
  • United Kingdom
  • Germany
  • France
  • Rest of Europe
  • Asia-Pacific
  • China
  • India
  • Japan
  • Rest of Asia-Pacific
  • Rest of the World (RoW)

Chapter 9 Company Profiles

  • ALTERYX INC.
  • ALTAIR ENGINEERING
  • FAIR ISAAC CORP.
  • INTERNATIONAL BUSINESS MACHINES CORP.
  • KNIME AG
  • MICROSOFT CORP.
  • ORACLE CORP.
  • QLIKTECH INTERNATIONAL AB
  • RAPIDMINER INC.
  • SAP SE
  • SAS INSTITUTE INC.

List of Tables
Summary Table: Global Market for Advanced Analytics Technologies, by Region, Through 2025
Table A: Comparison Between Business Intelligence and Advanced Analytics
Table 1: Global Market for Advanced Analytics Technologies, by Type, Through 2025
Table 2: Global Market for Advanced Big Data Analytics Technologies, by Region, Through 2025
Table 3: Global Market for Advanced Business Analytics Technologies, by Region, Through 2025
Table 4: Global Market for Advanced Customer Analytics Technologies, by Region, Through 2025
Table 5: Global Market for Advanced Risk Analytics Technologies, by Region, Through 2025
Table 6: Global Market for Advanced Statistical Analytics Technologies, by Region, Through 2025
Table 7: Global Market for Other Types of Advanced Analytics Technologies, by Region, Through 2025
Table 8: Global Market for Advanced Analytics Technologies, by Type of Deployment, Through 2025
Table 9: Global Market for On-premise Deployment of Advanced Analytics Technologies, by Region, Through 2025
Table 10: Global Market for Cloud Deployment of Advanced Analytics Technologies, by Region, Through 2025
Table 11: Global Market for Advanced Analytics Technologies, by Organization Size, Through 2025
Table 12: Global Market for Advanced Analytics Technologies for Large Enterprises, by Region, Through 2025
Table 13: Global Market for Advanced Analytics Technologies for Small and Medium Enterprises, by Region, Through 2025
Table 14: Global Market for Advanced Analytics Technologies, by End-User Industry, Through 2025
Table 15: Global Market for Advanced Analytics Technologies in the BFSI Industry, by Region, Through 2025
Table 16: Global Market for Advanced Analytics Technologies in the IT and Telecom Industry, by Region, Through 2025
Table 17: Global Market for Advanced Analytics Technologies in the Healthcare and Life Sciences Industries, by Region, Through 2025
Table 18: Global Market for Advanced Analytics Technologies in the CPG and Retail Industries, by Region, Through 2025
Table 19: Global Market for Advanced Analytics Technologies in the Government and Defense Sectors, by Region, Through 2025
Table 20: Global Market for Advanced Analytics Technologies in Other Types of Industries, by Region, Through 2025
Table 21: Global Market for Advanced Analytics Technologies, by Region, Through 2025
Table 22: North American Market for Advanced Analytics Technologies, by Type, Through 2025
Table 23: North American Market for Advanced Analytics Technologies, by Type of Deployment, Through 2025
Table 24: North American Market for Advanced Analytics Technologies, by Organization Size, Through 2025
Table 25: North American Market for Advanced Analytics Technologies, by End-User Industry, Through 2025
Table 26: North American Market for Advanced Analytics Technologies, by Country, Through 2025
Table 27: European Market for Advanced Analytics Technologies, by Type, Through 2025
Table 28: European Market for Advanced Analytics Technologies, by Type of Deployment, Through 2025
Table 29: European Market for Advanced Analytics Technologies, by Organization Size, Through 2025
Table 30: European Market for Advanced Analytics Technologies, by End-User Industry, Through 2025
Table 31: European Market for Advanced Analytics Technologies, by Country, Through 2025
Table 32: Asia-Pacific Market for Advanced Analytics Technologies, by Type, Through 2025
Table 33: Asia-Pacific Market for Advanced Analytics Technologies, by Type of Deployment, Through 2025
Table 34: Asia-Pacific Market for Advanced Analytics Technologies, by Organization Size, Through 2025
Table 35: Asia-Pacific Market for Advanced Analytics Technologies, by End-User Industry, Through 2025
Table 36: Asia-Pacific Market for Advanced Analytics Technologies, by Country, Through 2025
Table 37: Rest of the World Market for Advanced Analytics Technologies, by Type, Through 2025
Table 38: Rest of the World Market for Advanced Analytics Technologies, by Type of Deployment, Through 2025
Table 39: Rest of the World Market for Advanced Analytics Technologies, by Organization Size, Through 2025
Table 40: Rest of the World Market for Advanced Analytics Technologies, by End-User Industry, Through 2025
Table 41: Alteryx Inc.: Net Revenue, 2017-2019
Table 42: Alteryx Inc.: Product
Table 43: Alteryx Inc.: Recent Developments
Table 44: Altair Engineering Inc.: Net Revenue, 2017-2019
Table 45: Altair Engineering Inc.: Products and Services
Table 46: Alteryx Inc.: Recent Developments
Table 47: Fair Isaac Corp.: Net Revenue, 2017-2019
Table 48: Fair Isaac Corp.: Products and Services
Table 49: IBM Corp.: Net Revenue, 2017-2019
Table 50: IBM Corp.: Products and Services
Table 51: Knime AG: Products and Services
Table 52: Knime AG: Recent Developments
Table 53: Microsoft Corp.: Net Revenue, 2017-2019
Table 54: Microsoft Corp.: Products and Services
Table 55: Oracle Corp.: Net Revenue, 2017-2019
Table 56: Oracle Corp.: Products and Services
Table 57: Oracle Corp.: Recent Developments
Table 58: QlikTech International AB: Products and Services
Table 59: RapidMiner Inc.: Products and Services
Table 60: RapidMiner Inc.: Recent Developments
Table 61: SAP SE: Net Revenue, 2017-2019
Table 62: SAP SE: Products and Services
Table 63: SAS Institute Inc.: Net Revenue, 2016-2018
Table 64: SAS Institute Inc.: Products and Services

List of Figures
Summary Figure: Global Market for Advanced Analytics Technologies, by Region, 2019-2025
Figure 1: Machine Learning Process Flow
Figure 2: Global Market for Advanced Analytics Technologies, by Type, 2019-2025
Figure 3: Global Market for Advanced Big Data Analytics Technologies, by Region, 2019-2025
Figure 4: Global Market for Advanced Business Analytics Technologies, by Region, 2019-2025
Figure 5: Global Market for Advanced Customer Analytics Technologies, by Region, 2019-2025
Figure 6: Global Market for Advanced Risk Analytics Technologies, by Region, 2019-2025
Figure 7: Global Market for Advanced Statistical Analytics Technologies, by Region, 2019-2025
Figure 8: Global Market for Other Types of Advanced Analytics, by Region, 2019-2025
Figure 9: Global Market for Advanced Analytics Technologies, by Type of Deployment, 2019-2025
Figure 10: Global Market for On-premise Deployment of Advanced Analytics Technologies, by Region, 2019-2025
Figure 11: Global Market for Cloud Deployment of Advanced Analytics Technologies, by Region, 2019-2025
Figure 12: Global Market for Advanced Analytics Technologies, by Organization Size, 2019-2025
Figure 13: Global Market for Advanced Analytics Technologies for Large Enterprises, by Region, 2019-2025
Figure 14: Global Market for Advanced Analytics Technologies for Small and Medium Enterprises, by Region, 2019-2025
Figure 15: Global Market for Advanced Analytics Technologies, by End-User Industry, 2019-2025
Figure 16: Global Market for Advanced Analytics Technologies in the BFSI Industry, by Region, 2019-2025
Figure 17: Global Market for Advanced Analytics Technologies in the IT and Telecom Industry, by Region, 2019-2025
Figure 18: Global Market for Advanced Analytics Technologies in the Healthcare and Life Sciences Industries, by Region, 2019-2025
Figure 19: Global Market for Advanced Analytics Technologies in the CPG and Retail Industries, by Region, 2019-2025
Figure 20: Global Market for Advanced Analytics Technologies in the Government and Defense Sectors, by Region, 2019-2025
Figure 21: Global Market for Advanced Analytics Technologies in Other Types of Industries, by Region, 2019-2025
Figure 22: Global Market for Advanced Analytics Technologies, by Region
Figure 23: Global Market Shares of Advanced Analytics Technologies, by Region, 2019
Figure 24: U.S. Market for Advanced Analytics Technologies, 2019-2025
Figure 25: Canadian Market for Advanced Analytics Technologies, 2019-2025
Figure 26: Mexican Market for Advanced Analytics Technologies, 2019-2025
Figure 27: U.K. Market for Advanced Analytics Technologies, 2019-2025
Figure 28: German Market for Advanced Analytics Technologies, 2019-2025
Figure 29: French Market for Advanced Analytics Technologies, 2019-2025
Figure 30: Rest of the European Market for Advanced Analytics Technologies, 2019-2025
Figure 31: Chinese Market for Advanced Analytics Technologies, 2019-2025
Figure 32: Indian Market for Advanced Analytics Technologies, 2019-2025
Figure 33: Japanese Market for Advanced Analytics Technologies, 2019-2025
Figure 34: Rest of the Asia-Pacific Market for Advanced Analytics Technologies, 2019-2025
Figure 35: Alteryx Inc.: Sales Share, by Country/Region, 2019
Figure 36: Altair Engineering Inc.: Sales Share, by Business Segment, 2019
Figure 37: Altair Engineering Inc.: Sales Share, by Country/Region, 2019
Figure 38: Fair Isaac Corp.: Sales Share, by Business Segment, 2019
Figure 39: Fair Isaac Corp.: Sales Share, by Region, 2019
Figure 40: IBM Corp.: Sales Share, by Business Segment, 2019
Figure 41: IBM Corp.: Sales Share, by Region, 2019
Figure 42: Microsoft Corp.: Sales Share, by Business Segment, 2019
Figure 43: Oracle Corp.: Sales Share, by Business Segment, 2019
Figure 44: Oracle Corp.: Sales Share, by Region, 2019
Figure 45: SAP SE: Sales Share, by Business Segment, 2019
Figure 46: SAP SE: Sales Share, by Region, 2019
Figure 47: SAS Institute Inc.: Sales Share, by Region, 2018

Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Altair Engineering
  • Alteryx Inc.
  • Fair Isaac Corp.
  • Knime AG
  • Microsoft Corp.
  • Oracle Corp.
  • MORE

The market for advanced analytics solutions includes a plethora of tools available including data mining and statistical software that use techniques to create, test and execute statistical models. Some of these major methodologies include clustering, neural networks/artificial intelligence, machine learning, regression and rule induction. Advanced analytics tools are used to derive insights from data and uncover latent predictions that are not too obvious or too complicated using query reporting and multidimensional analysis tools. Over the last few years, there has been a significant increase in the volume of both structured and unstructured data which is being generated by companies on a daily basis including customer data, product data, social media chatter and data from various digital channels in business operations. Advanced analytics helps an enterprise gain insight into such diverse data and gives them a competitive edge to drive growth. Advanced analytics helps enterprises drive growth by providing deeper insight into customer behaviors. These features enhance cost management by optimizing operations and improving risk management through better regulatory compliance and internal risk control.

The global market for advanced analytics has been segmented based on type, deployment, organization size, end-user industry and geography. Based on type, the market for advanced analytics technologies has been segmented into big data analytics, business analytics, customer analytics, risk analytics, statistical analytics and others. The market for advanced analytics technologies based on deployment has been segmented into cloud deployment and on-premises. Cloud deployment model currently accounts for the dominant share of the market and is expected to maintain its position over the forecast period. The global market for advanced analytics technologies based on organization size was categorized into large enterprises and small and medium enterprises (SMEs). Large enterprises currently dominate the market for advanced analytics and are expected to maintain their dominant position over the forecast period. They have large volumes of structured data and a skilled workforce and have significantly increased the adoption of advanced analytics solutions such as customer analytics and business analytics to efficiently manage vast databases of customers and assets.

Based on end-user vertical, the overall market was classified into banking, financial and insurance (BFSI), healthcare and life sciences, retail, IT and telecommunications, government and defense, manufacturing, energy and utilities, and others. Financial institutions over the years have been compelled to incorporate analytics and data-driven technologies to fuel development and productivity, lower costs and increase efficiencies, accelerate digital transformation, and promote risk and regulatory priorities. Banks also deploy advanced analytics to improve customer targeting, enhance risk assessment and improve productivity and decision making. Healthcare and life sciences is estimated to be the fastest growing end-user industry. In the healthcare sector, analytics is being used at both macro and micro levels to effectively streamline operations, improve patient care and lower overall costs. The application of advanced analytics in healthcare improves performance by delivering data-based quality care, reducing patient wait-times by measuring and leveraging scheduling and staffing procedures, and improving patient satisfaction and quality of care by streamlining tedious processes related to making appointments, processing insurance and providing referrals. Geographically, the market was segmented into North America, Europe, Asia-Pacific, and rest of the world (RoW).

Note: Product cover images may vary from those shown
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  • Altair Engineering
  • Alteryx Inc.
  • Fair Isaac Corp.
  • International Business Machines Corp.
  • Knime AG
  • Microsoft Corp.
  • Oracle Corp.
  • Qliktech International Ab
  • Rapidminer Inc.
  • SAP Se
  • SAS Institute Inc.
Note: Product cover images may vary from those shown
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