Telecom Analytics Market Snapshot (2023 to 2033)

The telecom analytics market analysis report by Future Market Insights shows that the global telecom analytics market is estimated to reach US$ 6.21 billion in 2023. The projected market growth from 2023 to 2033 is expected to be 13.9%. Telecom analytics software is expected to be the highest revenue-generating segment, projected to record a CAGR of over 13.5% from 2023 to 2033.

Attributes Details
Global Telecom Analytics Market Size (2023) US$ 6.21 billion
Global Telecom Analytics Market Size (2033) US$ 22.91 billion
Global Telecom Analytics Market CAGR (2023 to 2033) 13.9%
United States Telecom Analytics Market Size (2033) US$ 7.1 billion
United States Telecom Analytics Market CAGR (2023 to 2033) 13.4%
Key Companies Covered
  • SAP
  • Oracle
  • IBM
  • SAS Institute
  • Adobe
  • Cisco
  • Teradata
  • Micro Focus
  • TIBCO
  • MicroStrategy
  • Tableau
  • Panorama Software
  • Qlik
  • OpenText
  • Alteryx
  • Sisense

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Revenue Of Telecom Analytics Market From 2018 to 2022 Compared To Demand Outlook For 2023 to 2033

As per the telecom analytics market research by Future Market Insights - a market research and competitive intelligence provider, historically, from 2018 to 2022, the value of the telecom analytics market increased at around 11.8% CAGR.

The rising need for customer churn prevention, demand for better revenue control, increased cyber threats, and unusual activities are projected to drive market expansion. However, telecom operators' lack of understanding of telecom analytics is projected to limit market growth.

Furthermore, the importance of Private Branch Exchange (PBX) in internal systems, mobile device vulnerabilities, and customer and network data analytics to develop a focused upselling plan for successful subscriber engagement is projected to offer growth to the market.

Factors Propelling the Telecom Analytics Demand

The adoption of analytics products and services by telecom providers has been enormously successful. One of the primary reasons predicted to fuel the market's development prospects during the projected period is the increased implementation of telecom analytics for lowering churn and enhancing customer loyalty.

As per Quantzig, telecom businesses may cut customer turnover by 50% while increasing recurring customers by 15%. Therefore, telecom service providers employ analytics tools to improve customer service, minimize revenue losses, and cut sales and marketing expenses.

The demand to optimize corporate activities that influence revenue is also driving the expansion of the telecom analytics industry. Telecom firms' revenue is primarily determined by customers, the sale of value-added solutions, billing rates, and other factors.

Telecom analytics systems may offer qualitative and quantitative metrics and subjective Key Performance Indicators (KPIs) measures to various applications for business, network, or consumer use cases.

This may assist in monitoring crucial subscriber decisions, which affect revenues, by calculating propensity scores from pertinent information such as subscriber experiences (xDRs), region, associates (TAP), network (probes), and activities (logs). Owing to these features, the market is likely to develop throughout the forecast period.

Furthermore, IoT, Data Science, and Big Data technologies provide significant prospects for data-driven company optimization in terms of revenue maximization, customer comprehension, and cost efficiency. In today's data-heavy environment, communication, social media platforms, phone data records, consumer habits, payment details, and government websites generate massive amounts of data.

Telecom providers need help managing this increase in data volume. When data is acquired properly and correctly evaluated, it can provide important insights. Consequently, the increasing adoption of new technologies in the telecom industry is projected to boost market development possibilities in the near future.

Telecommunications firms are focusing on enhancing network resilience and determining how COVID-19 may affect their planned investments, notably in 5G. These companies are also constantly improving to help customers needing internet connectivity more than ever. Data is being used as a tool in certain nations to track and restrict the transmission of the virus.

Some potential impact includes increased network usage, with several telecom companies reporting significant surges. The frequency of voice calls is also expanding significantly in some nations. Network reliability has also become a constant concern. Europe's network infrastructure is seeing spikes in connection loss rates, decreased audio quality, and connection rate decreases.

The European Union has attempted to prevent potential disruptions by requesting that streaming services limit image quality. In the United States, operators are growing capacities by leasing spectrum from competitors.

Telecom service providers throughout the world are taking a range of steps to enhance the consumer experience and provide individuals with access to internet connectivity. In the United Kingdom, carriers have boosted bandwidth, supplied limitless minutes, and anonymized data to help in tracing the proliferation of COVID-19.

Due to the wide environment and huge mobile population in China, good connectivity and data sharing have been critical in checking for infected persons and managing the outbreak.

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Region-wise Analysis

North America is projected to Offer Numerous Opportunities for Telecom Analytics Market

During the projected period, North America held the largest share in the global telecom analytics market, with a market size of US$ 7.1 billion by 2033. The telecom industry in North America is primarily growing owing to significant expenditure on analytics solutions.

The existence of some industry's most notable firms, such as IBM Corporation and Oracle Corporation, is another factor affecting regional growth. Furthermore, the telecom business in North America is widespread, with the growing use of communication products. This widespread distribution of the telecom business creates massive amounts of data, which aids market expansion in the region.

Country-wise Analysis

United States Lies at the CenterStage for Telecom Analytics Market Revenue

The United States is expected to account for the leading market share of US$ 7.1 billion by the end of 2033 with an expected CAGR of 13.4% by the end of 2033. Constant progressions in IT technology and infrastructures used for customer support, the presence of a large variety of market vendors, and the availability of skilled technical knowledge related to managing modern consumer needs and helpdesk software are the key factors fuelling the telecom analytics market in the country.

The United States is home to some world's key cellular service providers, which rely heavily on client feedback. Thus, by utilizing telecom analytics, communications service providers (CSPs) in the region may deliver higher-quality service while reducing costs. Verizon, a large telecommunications firm in the United States has established several AI and analytics units.

The Data Science and Artificial Intelligence department, for example, is concerned with bringing analytics and cognitive technologies to Verizon's interactions with consumers. The need for consumer analytics solutions is projected to rise as more organizations follow suit.

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Category-wise Insights

Customer Management is Projected to Witness the Fastest Growth in the Coming Years

Customer Management segment is forecasted to record a CAGR of over 13.4% from 2023 to 2033. Telecom companies are spending more on client maintenance and retention. However, the price opinion of offering solutions and services to clients has remained the same, resulting in flat revenues. Despite the industry's effective customer-first management model, consumer requirements have rapidly evolved.

Telecom Analytics Software is Expected to Score Highest Growth in the Coming Years

The demand for telecom analytics software is forecasted to register a CAGR of around 13.5% from 2023 to 2033. Telecom Analytics Software is being deployed in the telecom sector to meet their complex business intelligence needs, including risk management, churn reduction, fraud identification, up-sell, and cross-sell product and service plans.

Telecom analytics software assists in reducing risk and making sound business decisions. Furthermore, it helps businesses differentiate themselves through a competitive strategy and brings forth subscriber-focused scores to aid in revenue growth. As a result of the advantages of telecom analytics, the industry is expected to grow significantly during the projected period.

Competitive Analysis

The industry is segmented and characterized by intense rivalry among key operational firms. The leading companies are concentrating on increasing their market presence through various tactics such as acquisitions, mergers, and joint ventures or partnerships.

These techniques also assist firms in regionally expanding their business operations and improving their regional offers. The industry rivalry is expected to heat up even further as more businesses focus on developing innovative, cost-effective telecom analytics products and services. As a result, the market's leading players are looking forward to developing solutions that best fulfill the needs of telecom operators.

Some Key Developments in this Telecom Analytics Market Include

  • In January 2021, SAP agreed to acquire Signavio, a provider of enterprise business process analytics and process management. The acquisition may increase SAP's ability to help businesses swiftly analyze, enhance, transform, and control their operations at scale. Subject to regulatory authorization, the acquisition was scheduled to conclude in the first half of 2021.
  • In September 2021, BT Group, BT Group, the United Kingdom's top mobile and internet services company, used Oracle Communications Cloud Native Converged Policy Management to manage network resources and speed up the launch of new 5G services. This technology allowed BT Group to test and deploy 5G services such as live video broadcasting and zero-rated 5G downloadable media content over its EE mobile network.
  • In Oct 2021, IBM invested in Volta Networks, a networking software developer for the cloud, to complement its portfolio with software developers.

Recent Developments

  • January 2023: Oracle introduced its new telecom analytics platform, Oracle Communications Analytics Cloud. This platform offers telecom organizations a consolidated view of their data, which can be utilized to acquire insights into user behavior, enhance network performance, and uncover fraud.
  • February 2023: IBM purchased Altitude Software, a developer of telecom analytics products. This purchase may give IBM a solid presence in the telecom analytics sector and assist the business in delivering a complete range of solutions to its clients.

Segments Covered In Telecom Analytics Market Analysis

By Components:

  • Software
  • Services
  • Managed Services
    • Professional Services

By Application:

  • Customer Management
  • Sales and Marketing Management
  • Risk and Compliance Management
  • Network Management
  • Workforce Management
  • Other Applications

By Deployment Mode:

  • On-premises
  • Cloud

By Organization Size:

  • Large enterprises
  • SMEs

By Region:

  • North America
  • Europe
  • Asia Pacific
  • The Middle East and Africa
  • Latin America

Frequently Asked Questions

How Big is the Telecom Analytics Market in 2023?

The market is valued at US$ 6.21 billion in 2023.

What is the Projected Growth Rate for the Telecom Analytics Market?

The market is expected to expand at a CAGR of 13.9% from 2023 to 2033.

Which Segment is Expected to Dominate the Telecom Analytics Market?

The telecom analytics software segment is projected to record a CAGR of 13.5% through 2033.

Which Region Dominates the Telecom Analytics Market by 2033?

North America, specifically the United States, holds a leading market share.

What Factors are Driving the Demand for Telecom Analytics Solutions?

Increased adoption for customer churn prevention and enhanced customer service.

Table of Content

1. Executive Summary

    1.1. Global Market Outlook

    1.2. Demand-side Trends

    1.3. Supply-side Trends

    1.4. Technology Roadmap Analysis

    1.5. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Market Background

    3.1. Market Dynamics

        3.1.1. Drivers

        3.1.2. Restraints

        3.1.3. Opportunity

        3.1.4. Trends

    3.2. Scenario Forecast

        3.2.1. Demand in Optimistic Scenario

        3.2.2. Demand in Likely Scenario

        3.2.3. Demand in Conservative Scenario

    3.3. Opportunity Map Analysis

    3.4. Investment Feasibility Matrix

    3.5. PESTLE and Porter’s Analysis

    3.6. Regulatory Landscape

        3.6.1. By Key Regions

        3.6.2. By Key Countries

    3.7. Regional Parent Market Outlook

4. Global Market Analysis 2018 to 2022 and Forecast, 2023 to 2033

    4.1. Historical Market Size Value (US$ Million) Analysis, 2018 to 2022

    4.2. Current and Future Market Size Value (US$ Million) Projections, 2023 to 2033

        4.2.1. Y-o-Y Growth Trend Analysis

        4.2.2. Absolute $ Opportunity Analysis

5. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Components

    5.1. Introduction / Key Findings

    5.2. Historical Market Size Value (US$ Million) Analysis By Components, 2018 to 2022

    5.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Components, 2023 to 2033

        5.3.1. Software

        5.3.2. Services

        5.3.3. Managed Services

            5.3.3.1. Professional Services

    5.4. Y-o-Y Growth Trend Analysis By Components, 2018 to 2022

    5.5. Absolute $ Opportunity Analysis By Components, 2023 to 2033

6. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Application

    6.1. Introduction / Key Findings

    6.2. Historical Market Size Value (US$ Million) Analysis By Application, 2018 to 2022

    6.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Application, 2023 to 2033

        6.3.1. Customer Management

        6.3.2. Sales and Marketing Management

        6.3.3. Risk and Compliance Management

        6.3.4. Network Management

        6.3.5. Workforce Management

        6.3.6. Other Applications

    6.4. Y-o-Y Growth Trend Analysis By Application, 2018 to 2022

    6.5. Absolute $ Opportunity Analysis By Application, 2023 to 2033

7. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Deployment Mode

    7.1. Introduction / Key Findings

    7.2. Historical Market Size Value (US$ Million) Analysis By Deployment Mode , 2018 to 2022

    7.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Deployment Mode , 2023 to 2033

        7.3.1. On-premises

        7.3.2. Cloud

    7.4. Y-o-Y Growth Trend Analysis By Deployment Mode , 2018 to 2022

    7.5. Absolute $ Opportunity Analysis By Deployment Mode , 2023 to 2033

8. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Organization Size

    8.1. Introduction / Key Findings

    8.2. Historical Market Size Value (US$ Million) Analysis By Organization Size, 2018 to 2022

    8.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Organization Size, 2023 to 2033

        8.3.1. Large Enterprises

        8.3.2. SMEs

    8.4. Y-o-Y Growth Trend Analysis By Organization Size, 2018 to 2022

    8.5. Absolute $ Opportunity Analysis By Organization Size, 2023 to 2033

9. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Region

    9.1. Introduction

    9.2. Historical Market Size Value (US$ Million) Analysis By Region, 2018 to 2022

    9.3. Current Market Size Value (US$ Million) Analysis and Forecast By Region, 2023 to 2033

        9.3.1. North America

        9.3.2. Latin America

        9.3.3. Western Europe

        9.3.4. Eastern Europe

        9.3.5. South Asia and Pacific

        9.3.6. East Asia

        9.3.7. Middle East and Africa

    9.4. Market Attractiveness Analysis By Region

10. North America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    10.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    10.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        10.2.1. By Country

            10.2.1.1. USA.

            10.2.1.2. Canada

        10.2.2. By Components

        10.2.3. By Application

        10.2.4. By Deployment Mode

        10.2.5. By Organization Size

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Components

        10.3.3. By Application

        10.3.4. By Deployment Mode

        10.3.5. By Organization Size

    10.4. Key Takeaways

11. Latin America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    11.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    11.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        11.2.1. By Country

            11.2.1.1. Brazil

            11.2.1.2. Mexico

            11.2.1.3. Rest of Latin America

        11.2.2. By Components

        11.2.3. By Application

        11.2.4. By Deployment Mode

        11.2.5. By Organization Size

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Components

        11.3.3. By Application

        11.3.4. By Deployment Mode

        11.3.5. By Organization Size

    11.4. Key Takeaways

12. Western Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    12.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    12.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        12.2.1. By Country

            12.2.1.1. Germany

            12.2.1.2. United Kingdom.

            12.2.1.3. France

            12.2.1.4. Spain

            12.2.1.5. Italy

            12.2.1.6. Rest of Western Europe

        12.2.2. By Components

        12.2.3. By Application

        12.2.4. By Deployment Mode

        12.2.5. By Organization Size

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Components

        12.3.3. By Application

        12.3.4. By Deployment Mode

        12.3.5. By Organization Size

    12.4. Key Takeaways

13. Eastern Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    13.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    13.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        13.2.1. By Country

            13.2.1.1. Poland

            13.2.1.2. Russia

            13.2.1.3. Czech Republic

            13.2.1.4. Romania

            13.2.1.5. Rest of Eastern Europe

        13.2.2. By Components

        13.2.3. By Application

        13.2.4. By Deployment Mode

        13.2.5. By Organization Size

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Components

        13.3.3. By Application

        13.3.4. By Deployment Mode

        13.3.5. By Organization Size

    13.4. Key Takeaways

14. South Asia and Pacific Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    14.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    14.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        14.2.1. By Country

            14.2.1.1. India

            14.2.1.2. Bangladesh

            14.2.1.3. Australia

            14.2.1.4. New Zealand

            14.2.1.5. Rest of South Asia and Pacific

        14.2.2. By Components

        14.2.3. By Application

        14.2.4. By Deployment Mode

        14.2.5. By Organization Size

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Components

        14.3.3. By Application

        14.3.4. By Deployment Mode

        14.3.5. By Organization Size

    14.4. Key Takeaways

15. East Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    15.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    15.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        15.2.1. By Country

            15.2.1.1. China

            15.2.1.2. Japan

            15.2.1.3. South Korea

        15.2.2. By Components

        15.2.3. By Application

        15.2.4. By Deployment Mode

        15.2.5. By Organization Size

    15.3. Market Attractiveness Analysis

        15.3.1. By Country

        15.3.2. By Components

        15.3.3. By Application

        15.3.4. By Deployment Mode

        15.3.5. By Organization Size

    15.4. Key Takeaways

16. Middle East and Africa Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    16.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    16.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        16.2.1. By Country

            16.2.1.1. GCC Countries

            16.2.1.2. South Africa

            16.2.1.3. Israel

            16.2.1.4. Rest of MEA

        16.2.2. By Components

        16.2.3. By Application

        16.2.4. By Deployment Mode

        16.2.5. By Organization Size

    16.3. Market Attractiveness Analysis

        16.3.1. By Country

        16.3.2. By Components

        16.3.3. By Application

        16.3.4. By Deployment Mode

        16.3.5. By Organization Size

    16.4. Key Takeaways

17. Key Countries Market Analysis

    17.1. USA.

        17.1.1. Pricing Analysis

        17.1.2. Market Share Analysis, 2022

            17.1.2.1. By Components

            17.1.2.2. By Application

            17.1.2.3. By Deployment Mode

            17.1.2.4. By Organization Size

    17.2. Canada

        17.2.1. Pricing Analysis

        17.2.2. Market Share Analysis, 2022

            17.2.2.1. By Components

            17.2.2.2. By Application

            17.2.2.3. By Deployment Mode

            17.2.2.4. By Organization Size

    17.3. Brazil

        17.3.1. Pricing Analysis

        17.3.2. Market Share Analysis, 2022

            17.3.2.1. By Components

            17.3.2.2. By Application

            17.3.2.3. By Deployment Mode

            17.3.2.4. By Organization Size

    17.4. Mexico

        17.4.1. Pricing Analysis

        17.4.2. Market Share Analysis, 2022

            17.4.2.1. By Components

            17.4.2.2. By Application

            17.4.2.3. By Deployment Mode

            17.4.2.4. By Organization Size

    17.5. Germany

        17.5.1. Pricing Analysis

        17.5.2. Market Share Analysis, 2022

            17.5.2.1. By Components

            17.5.2.2. By Application

            17.5.2.3. By Deployment Mode

            17.5.2.4. By Organization Size

    17.6. United Kingdom.

        17.6.1. Pricing Analysis

        17.6.2. Market Share Analysis, 2022

            17.6.2.1. By Components

            17.6.2.2. By Application

            17.6.2.3. By Deployment Mode

            17.6.2.4. By Organization Size

    17.7. France

        17.7.1. Pricing Analysis

        17.7.2. Market Share Analysis, 2022

            17.7.2.1. By Components

            17.7.2.2. By Application

            17.7.2.3. By Deployment Mode

            17.7.2.4. By Organization Size

    17.8. Spain

        17.8.1. Pricing Analysis

        17.8.2. Market Share Analysis, 2022

            17.8.2.1. By Components

            17.8.2.2. By Application

            17.8.2.3. By Deployment Mode

            17.8.2.4. By Organization Size

    17.9. Italy

        17.9.1. Pricing Analysis

        17.9.2. Market Share Analysis, 2022

            17.9.2.1. By Components

            17.9.2.2. By Application

            17.9.2.3. By Deployment Mode

            17.9.2.4. By Organization Size

    17.10. Poland

        17.10.1. Pricing Analysis

        17.10.2. Market Share Analysis, 2022

            17.10.2.1. By Components

            17.10.2.2. By Application

            17.10.2.3. By Deployment Mode

            17.10.2.4. By Organization Size

    17.11. Russia

        17.11.1. Pricing Analysis

        17.11.2. Market Share Analysis, 2022

            17.11.2.1. By Components

            17.11.2.2. By Application

            17.11.2.3. By Deployment Mode

            17.11.2.4. By Organization Size

    17.12. Czech Republic

        17.12.1. Pricing Analysis

        17.12.2. Market Share Analysis, 2022

            17.12.2.1. By Components

            17.12.2.2. By Application

            17.12.2.3. By Deployment Mode

            17.12.2.4. By Organization Size

    17.13. Romania

        17.13.1. Pricing Analysis

        17.13.2. Market Share Analysis, 2022

            17.13.2.1. By Components

            17.13.2.2. By Application

            17.13.2.3. By Deployment Mode

            17.13.2.4. By Organization Size

    17.14. India

        17.14.1. Pricing Analysis

        17.14.2. Market Share Analysis, 2022

            17.14.2.1. By Components

            17.14.2.2. By Application

            17.14.2.3. By Deployment Mode

            17.14.2.4. By Organization Size

    17.15. Bangladesh

        17.15.1. Pricing Analysis

        17.15.2. Market Share Analysis, 2022

            17.15.2.1. By Components

            17.15.2.2. By Application

            17.15.2.3. By Deployment Mode

            17.15.2.4. By Organization Size

    17.16. Australia

        17.16.1. Pricing Analysis

        17.16.2. Market Share Analysis, 2022

            17.16.2.1. By Components

            17.16.2.2. By Application

            17.16.2.3. By Deployment Mode

            17.16.2.4. By Organization Size

    17.17. New Zealand

        17.17.1. Pricing Analysis

        17.17.2. Market Share Analysis, 2022

            17.17.2.1. By Components

            17.17.2.2. By Application

            17.17.2.3. By Deployment Mode

            17.17.2.4. By Organization Size

    17.18. China

        17.18.1. Pricing Analysis

        17.18.2. Market Share Analysis, 2022

            17.18.2.1. By Components

            17.18.2.2. By Application

            17.18.2.3. By Deployment Mode

            17.18.2.4. By Organization Size

    17.19. Japan

        17.19.1. Pricing Analysis

        17.19.2. Market Share Analysis, 2022

            17.19.2.1. By Components

            17.19.2.2. By Application

            17.19.2.3. By Deployment Mode

            17.19.2.4. By Organization Size

    17.20. South Korea

        17.20.1. Pricing Analysis

        17.20.2. Market Share Analysis, 2022

            17.20.2.1. By Components

            17.20.2.2. By Application

            17.20.2.3. By Deployment Mode

            17.20.2.4. By Organization Size

    17.21. GCC Countries

        17.21.1. Pricing Analysis

        17.21.2. Market Share Analysis, 2022

            17.21.2.1. By Components

            17.21.2.2. By Application

            17.21.2.3. By Deployment Mode

            17.21.2.4. By Organization Size

    17.22. South Africa

        17.22.1. Pricing Analysis

        17.22.2. Market Share Analysis, 2022

            17.22.2.1. By Components

            17.22.2.2. By Application

            17.22.2.3. By Deployment Mode

            17.22.2.4. By Organization Size

    17.23. Israel

        17.23.1. Pricing Analysis

        17.23.2. Market Share Analysis, 2022

            17.23.2.1. By Components

            17.23.2.2. By Application

            17.23.2.3. By Deployment Mode

            17.23.2.4. By Organization Size

18. Market Structure Analysis

    18.1. Competition Dashboard

    18.2. Competition Benchmarking

    18.3. Market Share Analysis of Top Players

        18.3.1. By Regional

        18.3.2. By Components

        18.3.3. By Application

        18.3.4. By Deployment Mode

        18.3.5. By Organization Size

19. Competition Analysis

    19.1. Competition Deep Dive

        19.1.1. SAP

            19.1.1.1. Overview

            19.1.1.2. Product Portfolio

            19.1.1.3. Profitability by Market Segments

            19.1.1.4. Sales Footprint

            19.1.1.5. Strategy Overview

                19.1.1.5.1. Marketing Strategy

        19.1.2. Oracle

            19.1.2.1. Overview

            19.1.2.2. Product Portfolio

            19.1.2.3. Profitability by Market Segments

            19.1.2.4. Sales Footprint

            19.1.2.5. Strategy Overview

                19.1.2.5.1. Marketing Strategy

        19.1.3. IBM

            19.1.3.1. Overview

            19.1.3.2. Product Portfolio

            19.1.3.3. Profitability by Market Segments

            19.1.3.4. Sales Footprint

            19.1.3.5. Strategy Overview

                19.1.3.5.1. Marketing Strategy

        19.1.4. SAS Institute

            19.1.4.1. Overview

            19.1.4.2. Product Portfolio

            19.1.4.3. Profitability by Market Segments

            19.1.4.4. Sales Footprint

            19.1.4.5. Strategy Overview

                19.1.4.5.1. Marketing Strategy

        19.1.5. Adobe

            19.1.5.1. Overview

            19.1.5.2. Product Portfolio

            19.1.5.3. Profitability by Market Segments

            19.1.5.4. Sales Footprint

            19.1.5.5. Strategy Overview

                19.1.5.5.1. Marketing Strategy

        19.1.6. Cisco

            19.1.6.1. Overview

            19.1.6.2. Product Portfolio

            19.1.6.3. Profitability by Market Segments

            19.1.6.4. Sales Footprint

            19.1.6.5. Strategy Overview

                19.1.6.5.1. Marketing Strategy

        19.1.7. Teradata

            19.1.7.1. Overview

            19.1.7.2. Product Portfolio

            19.1.7.3. Profitability by Market Segments

            19.1.7.4. Sales Footprint

            19.1.7.5. Strategy Overview

                19.1.7.5.1. Marketing Strategy

        19.1.8. Micro Focus

            19.1.8.1. Overview

            19.1.8.2. Product Portfolio

            19.1.8.3. Profitability by Market Segments

            19.1.8.4. Sales Footprint

            19.1.8.5. Strategy Overview

                19.1.8.5.1. Marketing Strategy

        19.1.9. TIBCO

            19.1.9.1. Overview

            19.1.9.2. Product Portfolio

            19.1.9.3. Profitability by Market Segments

            19.1.9.4. Sales Footprint

            19.1.9.5. Strategy Overview

                19.1.9.5.1. Marketing Strategy

        19.1.10. MicroStrategy

            19.1.10.1. Overview

            19.1.10.2. Product Portfolio

            19.1.10.3. Profitability by Market Segments

            19.1.10.4. Sales Footprint

            19.1.10.5. Strategy Overview

                19.1.10.5.1. Marketing Strategy

        19.1.11. Tableau

            19.1.11.1. Overview

            19.1.11.2. Product Portfolio

            19.1.11.3. Profitability by Market Segments

            19.1.11.4. Sales Footprint

            19.1.11.5. Strategy Overview

                19.1.11.5.1. Marketing Strategy

        19.1.12. Panorama Software

            19.1.12.1. Overview

            19.1.12.2. Product Portfolio

            19.1.12.3. Profitability by Market Segments

            19.1.12.4. Sales Footprint

            19.1.12.5. Strategy Overview

                19.1.12.5.1. Marketing Strategy

        19.1.13. Qlik

            19.1.13.1. Overview

            19.1.13.2. Product Portfolio

            19.1.13.3. Profitability by Market Segments

            19.1.13.4. Sales Footprint

            19.1.13.5. Strategy Overview

                19.1.13.5.1. Marketing Strategy

        19.1.14. OpenText

            19.1.14.1. Overview

            19.1.14.2. Product Portfolio

            19.1.14.3. Profitability by Market Segments

            19.1.14.4. Sales Footprint

            19.1.14.5. Strategy Overview

                19.1.14.5.1. Marketing Strategy

        19.1.15. Alteryx

            19.1.15.1. Overview

            19.1.15.2. Product Portfolio

            19.1.15.3. Profitability by Market Segments

            19.1.15.4. Sales Footprint

            19.1.15.5. Strategy Overview

                19.1.15.5.1. Marketing Strategy

        19.1.16. Sisense

            19.1.16.1. Overview

            19.1.16.2. Product Portfolio

            19.1.16.3. Profitability by Market Segments

            19.1.16.4. Sales Footprint

            19.1.16.5. Strategy Overview

                19.1.16.5.1. Marketing Strategy

20. Assumptions & Acronyms Used

21. Research Methodology

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