Table Of Contents
1 Introduction
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
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
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
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
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: Pöyry 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
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
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
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
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
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
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
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
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
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
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
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
