PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1235862
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1235862
Augmented Analytics Market Forecasts to 2028 - Global Analysis By Component, Deployment, Organization Size End User and Geography
According to Stratistics MRC, the Global Augmented Analytics Market is accounted for $9.67 billion in 2022 and is expected to reach $24.05 billion by 2028 growing at a CAGR of 16.4% during the forecast period. The augmented analytics refers to the use of enabling technologies like machine learning and AI to help with data preparation, insight generation, and insight explanation to enhance how people explore and understand data in analytics and BI systems. By automating a lot of data science, machine learning, and AI model building, administration, and deployment processes, it also supports professional and citizen data scientists. Utilizing augmented analytics, businesses may become more adaptable, increase analytics access, and enable people to make smarter, data-driven decisions, accelerate decision-making, and cut expenses.
According to SAS Institute, estimated adoption rates of Big Data in the United Kingdom in 2020 are forecasted at around 59%. This showcases the huge potential for augmented analytics and thus, can provide a great advantage in the online retail segment.
Market Dynamics:
Driver:
Growing volume of complex corporate data
Organizations have begun integrating several technological aspects into their operational procedures. Huge volumes of data have been produced as a result of this. Although this data frequently has a high volume and is not organised, it does contain significant information. Most organisations are concerned with data storage and knowledge extraction. A significant demand exists for augmented analytics tools like machine learning and natural language processing to analyse the data. It is now possible to examine the structured, semi-structured, and unstructured data sources that are available within an organisation thanks to augmented analytics. Due to the evolution of digital technology across company processes, it is anticipated that there would be an encouraging growth in the market.
Restraint:
Lack of skilled professionals
Organization uses advanced analytics approaches that are complex in nature and call for in-depth analytical skills, to derive business insights from data. Due to the technology's architecture, augmented analytics is a particularly difficult field. A person needs technological expertise, analytical thinking, and critical thinking to employ augmented analytics. Many end consumers lack the resources and knowledge necessary for analytical thinking. Another major obstacle is the ignorance of augmented analytics. Furthermore, in order to create a culture that is data driven and decision-making, business expertise is required, along with the right training.
Opportunity:
The use of technology for machine learning, artificial intelligence, and natural language processing is growing.
Organizations have been forced to adopt emerging technologies like AI, ML, and NLP due to the development of enormous amounts of data and the requirement to evaluate it in real time. The entire process of deriving insights from data has been made easier by these technologies. Typically, charts and graphs were used for data analysis. The research methodology was not user-friendly to the untrained eye, and there was a chance of misunderstanding and substandard judgement. The NLP technology fixes this problem. Strategic streaming and the use of these technologies may comprehend large datasets and produce insightful data that can be used to create unique and effective solutions.
Threat:
Difficulty in maintaining quality data
Preserving data quality and safety is challenging huge amounts of data and a diversity of data types can raise the possibility of bad data, which can hurt firms and their profits and stymie operations. When employing augmented analytics to get insights, data quality is a crucial determinant of data reliability. Businesses are becoming more reluctant to disclose their vital business data on the cloud. Sharing vital company information exposes systems to unauthorised access, which could sabotage systems or result in system failure. Businesses are reluctant to transfer their data to the cloud because they are so sensitive to data storage and access therefore hindering the market growth.
COVID-19 Impact
During the COVID-19 pandemic era, the market for augmented analytics is anticipated to experience growing prospects. As a number of organisations deal with the difficulties brought on by the COVID-19 epidemic, the demand for quick and widespread updates and instructions has grown. The crisis offered an opportunity for analytics and AI-based solutions to support decision making since business leaders demanded that decisions be made quickly. By labelling and structuring the data, augmented analytics automates the preparation of the data for analysis. AI helps analytics by speeding up the process of finding new insights which positively impacted the market.
The Software segment is expected to be the largest during the forecast period
The Software segment is estimated to have a lucrative growth due to its one of most cutting-edge analytics-driven application that incorporates cutting-edge technology like artificial intelligence is called augmented analytics software. However, as emerging technologies, like the Internet of Things, develop, there is a growing need for better analytic solutions. A tool called augmented analytics software gathers, organises, and analyses data before displaying it to the user. By incorporating AI technology into BI, it enables users to quickly prepare and clean their data, find insightful information, and share it with others thereby propelling the market growth.
The IT & Telecommunication segment is expected to have the highest CAGR during the forecast period
The IT & Telecommunication segment is anticipated to witness the fastest CAGR growth during the forecast period, due to the use of sophisticated machine learning algorithms, augmented analytics in telecom can scan huge amounts of data, including call detail records in the telecoms sector, to identify patterns, spot problems in the network, and foresee them. Strong IT systems with cutting-edge Augmented Analytics for telecom at their core can complete tasks with extreme precision and no mistakes. Machine learning algorithms that are unsupervised can learn from data on their own without any further technical support. It frees up time that would otherwise be used to manually research trends, allowing marketers to react more swiftly to the quickly shifting market conditions. Teams in the telecom industry can use augmented analytics to examine technician performance metrics, identify unnecessary service requests, and otherwise enhance customer service.
Region with largest share:
North America is projected to hold the largest market share during the forecast period owing to the extensive use of artificial intelligence and the acceptance of its potential to compete with or completely replace human intelligence. Data consumers had to do a number of mindless, repetitive activities that took a lot of time. These jobs are now automated and may be completed in real time owing to AI, greatly enhancing human productivity. Given the intense competition among firms in the region, productivity maximisation can be done to generate improved profits, hence increasing their overall income in turn increasing the growth in the region.
Region with highest CAGR:
Europe is projected to have the highest CAGR over the forecast period, owing to the substantial money offered by venture capitalists to new companies is probably going to have a favourable effect on the expansion of the predictive analytics sector. For well-known players, emerging developments in methods and approaches related to the development of augmented analytics are projected to present significant potential. In Europe, there is a substantial need for these solutions because to the growing significance and awareness of augmented analytics models which are driving the market growth in this region.
Key players in the market
Some of the key players profiled in the Augmented Analytics Market include: Salesforce.com, Inc, IBM, Microsoft, Sap Oracle, MicroStrategy Incorporated, SAS Institute Inc, QlikTech, TIBCO Software Inc, Sisense Inc, Information Builders, ThoughtSpot Inc, Domo, Inc, Yellowfin International, CognitiveScale, Google LLC, Amazon Web Services,Inc and Pyramid Analytics.
Key Developments:
In Jan 2023, Salesforce has announced a partnership with Walmart Commerce Technologies to provide retailers with technologies and services that power frictionless local pickup and delivery for shoppers everywhere. Walmart Store Assist technology and Walmart GoLocal local delivery solutions will be available through AppExchange to help retailers thrive in today's hybrid shopping world.
In Jan 2023, Microsoft and Qcells announce strategic alliance to curb carbon emissions and power the clean energy economy, Qcells is the only company in the U.S. that will have a complete solar supply chain and provides one-stop clean energy solutions.
Inj Jan 2023, Qlik announced its intention to acquire Talend, which would bring together two Thoma Bravo-backed industry leaders with a shared focus on adding value to data to deliver business outcomes for customers. Additionally, Qlik has been named a leader in the IDC MarketScape: U.S. Business Intelligence and Analytics Platforms 2022 Vendor Assessment.
In Dec 2022, Salesforce Launches Automation Everywhere Bundle to Help Companies Lower Costs, Boost Productivity, and Deliver Success Now, However, the last mile of automation is challenging and often includes updating data in legacy systems, scanning paper documents, and routing work to multiple people and systems.
Components Covered:
- Software
- Services
- Other Components
Deployments Covered:
- On-Premises
- Cloud
Organization Sizes Covered:
- Small Sized Enterprises
- Medium Sized Enterprises
- Large Enterprises
End Users Covered:
- IT & Telecommunication
- Retail & Consumer Goods Manufacturing
- Energy & Utilities
- Government
- Media & Entertainment
- Banking, Financial Services, & Insurance(BFSI)
- Healthcare
- Other End Users
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 End User Analysis
- 3.7 Emerging Markets
- 3.8 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Augmented Analytics Market, By Component
- 5.1 Introduction
- 5.2 Software
- 5.3 Services
- 5.3.1 Training & Consulting Services
- 5.3.2 Deployment & Integration
- 5.3.3 Support & Maintenance
- 5.4 Other Components
6 Global Augmented Analytics Market, By Deployment
- 6.1 Introduction
- 6.2 On-Premises
- 6.3 Cloud
7 Global Augmented Analytics Market, By Organization Size
- 7.1 Introduction
- 7.2 Small Sized Enterprises
- 7.3 Medium Sized Enterprises
- 7.4 Large Enterprises
8 Global Augmented Analytics Market, By End User
- 8.1 Introduction
- 8.2 IT & Telecommunication
- 8.3 Retail & Consumer Goods Manufacturing
- 8.4 Energy & Utilities
- 8.5 Government
- 8.6 Media & Entertainment
- 8.7 Banking, Financial Services, & Insurance(BFSI)
- 8.8 Healthcare
- 8.9 Other End Users
9 Global Augmented Analytics Market, By Geography
- 9.1 Introduction
- 9.2 North America
- 9.2.1 US
- 9.2.2 Canada
- 9.2.3 Mexico
- 9.3 Europe
- 9.3.1 Germany
- 9.3.2 UK
- 9.3.3 Italy
- 9.3.4 France
- 9.3.5 Spain
- 9.3.6 Rest of Europe
- 9.4 Asia Pacific
- 9.4.1 Japan
- 9.4.2 China
- 9.4.3 India
- 9.4.4 Australia
- 9.4.5 New Zealand
- 9.4.6 South Korea
- 9.4.7 Rest of Asia Pacific
- 9.5 South America
- 9.5.1 Argentina
- 9.5.2 Brazil
- 9.5.3 Chile
- 9.5.4 Rest of South America
- 9.6 Middle East & Africa
- 9.6.1 Saudi Arabia
- 9.6.2 UAE
- 9.6.3 Qatar
- 9.6.4 South Africa
- 9.6.5 Rest of Middle East & Africa
10 Key Developments
- 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 10.2 Acquisitions & Mergers
- 10.3 New Product Launch
- 10.4 Expansions
- 10.5 Other Key Strategies
11 Company Profiling
- 11.1 Salesforce.com, Inc
- 11.2 IBM
- 11.3 Microsoft
- 11.4 Sap Oracle
- 11.5 MicroStrategy Incorporated
- 11.6 SAS Institute Inc
- 11.7 QlikTech
- 11.8 TIBCO Software Inc
- 11.9 Sisense Inc
- 11.10 Information Builders
- 11.11 ThoughtSpot Inc
- 11.12 Domo, Inc
- 11.13 Yellowfin International
- 11.14 CognitiveScale
- 11.15 Google LLC
- 11.16 Amazon Web Services,Inc.
- 11.17 Pyramid Analytics
List of Tables
- Table 1 Global Augmented Analytics Market Outlook, By Region (2020-2028) ($MN)
- Table 2 Global Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 3 Global Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 4 Global Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 5 Global Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 6 Global Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 7 Global Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 8 Global Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 9 Global Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 10 Global Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 11 Global Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 12 Global Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 13 Global Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 14 Global Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 15 Global Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 16 Global Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 17 Global Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 18 Global Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 19 Global Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 20 Global Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 21 Global Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 22 Global Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 23 Global Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 24 Global Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
- Table 25 North America Augmented Analytics Market Outlook, By Country (2020-2028) ($MN)
- Table 26 North America Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 27 North America Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 28 North America Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 29 North America Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 30 North America Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 31 North America Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 32 North America Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 33 North America Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 34 North America Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 35 North America Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 36 North America Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 37 North America Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 38 North America Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 39 North America Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 40 North America Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 41 North America Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 42 North America Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 43 North America Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 44 North America Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 45 North America Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 46 North America Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 47 North America Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 48 North America Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
- Table 49 Europe Augmented Analytics Market Outlook, By Country (2020-2028) ($MN)
- Table 50 Europe Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 51 Europe Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 52 Europe Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 53 Europe Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 54 Europe Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 55 Europe Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 56 Europe Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 57 Europe Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 58 Europe Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 59 Europe Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 60 Europe Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 61 Europe Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 62 Europe Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 63 Europe Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 64 Europe Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 65 Europe Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 66 Europe Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 67 Europe Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 68 Europe Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 69 Europe Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 70 Europe Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 71 Europe Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 72 Europe Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
- Table 73 Asia Pacific Augmented Analytics Market Outlook, By Country (2020-2028) ($MN)
- Table 74 Asia Pacific Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 75 Asia Pacific Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 76 Asia Pacific Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 77 Asia Pacific Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 78 Asia Pacific Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 79 Asia Pacific Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 80 Asia Pacific Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 81 Asia Pacific Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 82 Asia Pacific Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 83 Asia Pacific Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 84 Asia Pacific Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 85 Asia Pacific Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 86 Asia Pacific Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 87 Asia Pacific Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 88 Asia Pacific Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 89 Asia Pacific Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 90 Asia Pacific Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 91 Asia Pacific Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 92 Asia Pacific Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 93 Asia Pacific Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 94 Asia Pacific Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 95 Asia Pacific Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 96 Asia Pacific Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
- Table 97 South America Augmented Analytics Market Outlook, By Country (2020-2028) ($MN)
- Table 98 South America Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 99 South America Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 100 South America Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 101 South America Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 102 South America Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 103 South America Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 104 South America Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 105 South America Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 106 South America Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 107 South America Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 108 South America Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 109 South America Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 110 South America Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 111 South America Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 112 South America Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 113 South America Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 114 South America Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 115 South America Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 116 South America Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 117 South America Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 118 South America Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 119 South America Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 120 South America Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
- Table 121 Middle East & Africa Augmented Analytics Market Outlook, By Country (2020-2028) ($MN)
- Table 122 Middle East & Africa Augmented Analytics Market Outlook, By Component (2020-2028) ($MN)
- Table 123 Middle East & Africa Augmented Analytics Market Outlook, By Software (2020-2028) ($MN)
- Table 124 Middle East & Africa Augmented Analytics Market Outlook, By Services (2020-2028) ($MN)
- Table 125 Middle East & Africa Augmented Analytics Market Outlook, By Training & Consulting Services (2020-2028) ($MN)
- Table 126 Middle East & Africa Augmented Analytics Market Outlook, By Deployment & Integration (2020-2028) ($MN)
- Table 127 Middle East & Africa Augmented Analytics Market Outlook, By Support & Maintenance (2020-2028) ($MN)
- Table 128 Middle East & Africa Augmented Analytics Market Outlook, By Other Components (2020-2028) ($MN)
- Table 129 Middle East & Africa Augmented Analytics Market Outlook, By Deployment (2020-2028) ($MN)
- Table 130 Middle East & Africa Augmented Analytics Market Outlook, By On-Premises (2020-2028) ($MN)
- Table 131 Middle East & Africa Augmented Analytics Market Outlook, By Cloud (2020-2028) ($MN)
- Table 132 Middle East & Africa Augmented Analytics Market Outlook, By Organization Size (2020-2028) ($MN)
- Table 133 Middle East & Africa Augmented Analytics Market Outlook, By Small Sized Enterprises (2020-2028) ($MN)
- Table 134 Middle East & Africa Augmented Analytics Market Outlook, By Medium Sized Enterprises (2020-2028) ($MN)
- Table 135 Middle East & Africa Augmented Analytics Market Outlook, By Large Enterprises (2020-2028) ($MN)
- Table 136 Middle East & Africa Augmented Analytics Market Outlook, By End User (2020-2028) ($MN)
- Table 137 Middle East & Africa Augmented Analytics Market Outlook, By IT & Telecommunication (2020-2028) ($MN)
- Table 138 Middle East & Africa Augmented Analytics Market Outlook, By Retail & Consumer Goods Manufacturing (2020-2028) ($MN)
- Table 139 Middle East & Africa Augmented Analytics Market Outlook, By Energy & Utilities (2020-2028) ($MN)
- Table 140 Middle East & Africa Augmented Analytics Market Outlook, By Government (2020-2028) ($MN)
- Table 141 Middle East & Africa Augmented Analytics Market Outlook, By Media & Entertainment (2020-2028) ($MN)
- Table 142 Middle East & Africa Augmented Analytics Market Outlook, By Banking, Financial Services, & Insurance(BFSI) (2020-2028) ($MN)
- Table 143 Middle East & Africa Augmented Analytics Market Outlook, By Healthcare (2020-2028) ($MN)
- Table 144 Middle East & Africa Augmented Analytics Market Outlook, By Other End Users (2020-2028) ($MN)
