Robocall Mitigation Market Outlook (2023 to 2033)

The robocall mitigation market is projected to be valued at US$ 5.4 billion in 2023 and is expected to rise to US$ 18.05 billion by 2033. The sales of robocall mitigation are expected to record a significant CAGR of 12.7% during the forecast period.

Attribute Details
Market Estimated Size (2023) US$ 5.4 billion
Market CAGR (2023-2033) 12.7%
Market Forecasted Size (2033) US$ 18.05 billion

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2018 to 2022 Robocall Mitigation Market Outlook in Comparison to 2023 to 2033 Growth Forecast

The global market for robocall mitigation expanded with a CAGR of 29.7% over the last seven years.

Robocall mitigation is used to prevent unwanted robocalls that are possible for spam and can steal valuable information. The convenient access for telemarketers to disguise their caller ID or make robocalls from anywhere on the internet by making their outbound caller ID number or name look legitimate and fool the callee has been among the top concerns of the public. Most people are falling into fraud deals and losing money, which has paved the way for establishing a secure line with the help of the government, which is driving the market. The increasing number of illegal robocalls is expected to fuel the robocall mitigation market in the coming years.

The global robocall mitigation market is predicted to register a CAGR of 12.7% and sales worth US$ 18.05 billion by the end of 2033. The United States continued to be the leading user of robocall mitigation throughout the analysis period accounting for over US$ 12.3 billion absolute dollar opportunity in the coming 10-year epoch.

How are Government Interventions shaping the Robocall Mitigation Market?

The US Federal Communications Commission (FCC) has adopted various rules and strategies to stop illegal robocalls. In March 2021, FCC imposed a US$ 225 million fine on a Texas-based telemarketer for transmitting nearly 1 billion sales calls to sell short-term, limited-duration health insurance plans. The robocalls claimed is offering insurance plans from well-known health insurance companies like Blue Cross Blue Shield and Cigna.

Brazil is one of the countries with the most spam calls. The National Telecommunications Agency (Anatel) issued a precautionary measure No: 160/2022/COGE/ SCO on robocalls in June 2022. The aim is to reduce illegal robocalls without affecting telemarketing services.

Several Governments across the globe are formulating and implementing policies to reduce illegal robocalls. Many governments are trying to implement frameworks like STIR/SHAKEN in their countries. Government interventions to mitigate illegal robocalls are expected to drive the market in the coming years.

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What are the Effects of Unwanted and Illegal Robocalling on Subscribers?

While robocalling is commonly regarded as an irritation, it has far-reaching consequences for users and businesses. To begin with, there is a huge risk to the user for financial damages caused by fraudulent and malicious robocalls. Furthermore, operators and companies must consider brand damage and current and future financial losses due to the decreased trust in the voice channel.

Category-wise Insights of Robocall Mitigation

How is the Call Authentication Solution Driving the Robocall Mitigation Market?

Call authentication is used to verify the origin of a call. As spoof calls are increasing, the demand for call authentication technology is also increasing. This segment is anticipated register a CAGR of 12.4% throughout the forecast period.

How is the Use of Robocall Mitigation in IT& Telecommunication Driving the Market Demand?

Telemarketer fraud is on the surge, which is significantly affecting the credibility of telecommunication companies. Therefore, telecommunication companies are using robocall mitigation tools to identify potential illegal robocalls and reduce the risk associated with them and stop illegal robocalls before they negatively affect the end user. This may increase the demand for robocall mitigation in the IT & Telecommunication sectors. The revenue from the IT & Telecommunication segment is likely to record a CAGR of 29.1% during the forecast period.

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Regional Analysis

How is North America going to Perform Over the Forecast Years?

The robocall mitigation market in North America reached a valuation of US$ 1.8 billion in 2022. The spam calls and associated financial losses in the region are leading to develop and implement new technologies like STIR/SHAKEN, which are expected to drive the market in the region. The robocall mitigation market in North America is expected to reach a valuation of US$ 7.4 billion by 2032.

How is the Asia Pacific going to Perform Over the Forecast Years?

The robocall mitigation market in the Asia Pacific is anticipated register the fastest pace over the forecast period. The robocall mitigation market in Asia Pacific was valued at around US$ 959.1 million in 2022. Fraudulent losses to robocalls are high in this region. Most countries in the region have a 'Do Not Call list, but these lists are ineffective at reducing unwanted and illegal robocalls. As a result, governments in the Asia Pacific are planning to implement new initiatives to stop illegal robocalls, which is expected to drive the robocall mitigation market in the region over the forecast years.

Japan holds the Second-leading Share of the Robocall Mitigation Market in the region.

The revenue from the robocall mitigation market in Japan recorded a CAGR of 27.9%. The robocall mitigation market in Japan is driven by the increase in scam calls in the country. The robocall mitigation market in Japan is anticipated to reach a valuation of US$ 1 billion by the end of the forecast period. The robocall mitigation market in Japan may account for a US$ 647.3 million absolute dollar opportunity in the coming ten year-epoch.

What is the Market Outlook for Robocall Mitigation in Europe?

The robocall mitigation market has anticipated register a modest rate over the forecast period. The robocall mitigation market in Europe was valued at around US$ 1.1 billion in 2022. Spam robocalls are a key issue in European countries. For example, there were a series of spam calls in Europe as the spammer may pretense to represent Europol and tell the victims they were involved in crimes like identity theft and collecting personal details, and urging them to make payments. This kind of scammer has boosted the adoption of robocall mitigation in the region. The robocall mitigation market in Europe has forecasted to reach a valuation of US$ 4.5 billion by the end of 2033.

The United Kingdom accounted for Europe's leading share of the robocall mitigation market, valued at around US$ 205 million in 2022. The Office of Communications (Ofcom) government-approved telecommunication regulator, has announced to formulate policies and develop a call authentication framework in the United Kingdom to stop and mitigate illegal robocalls. The efforts from regulatory authorities to prevent illegal robocalls may boost the market expansion in the United Kingdom over the forecast years. The Robocall mitigation market in the United Kingdom is expected to be valued at around US$ 746.7 million by the end of 2033.

Competitive Landscape

At present, robocall mitigation providers are developing new technologies and offering solutions to communication service providers. The key companies operating in the robocall mitigation market include Brightlink, LiveVox Hldgs, Metaswitch, Mobileum Inc., Neustar Inc., a TransUnion company, Numeracle, Ribbon Communications, Thales, Transaction Network Services (TNS), TransNexus, Bulk Solutions, LLC, and Neural Technologies Limited.

Recent Developments

In January 2022, Neustar Inc., a TransUnion company, and First Orion announced the partnership to scale up the adoption rate of STIR/SHAKEN call authentication and branded calling for companies through one consolidated platform.

In June 2021, an Asian communications service provider introduced Neural Technologies Ltd.'s advanced robocall mitigation solutions to improve call clarity for customers and reduce scam calls to providers.

In June 2021, Neustar Inc, a TransUnion company, launched its Neustar TRUSTED Solutions, a set of solutions designed to help organizations to detect and reduce fraud, improve contact center efficiency, and obey consumer protection regulations.

Scope of the Report

Attribute Details
Growth Rate CAGR of 12.7% from 2023 to 2033
Base Year of Estimation 2023
Historical Data 2018 to 2022
Forecast Period 2023 to 2033
Quantitative Units Revenue in US$ billion and Volume in Units and F-CAGR from 2023 to 2033
Report Coverage Revenue Forecast, Volume Forecast, Company Ranking, Competitive Landscape, growth factors, Trends, and Pricing Analysis
Key Segments Covered Solution, End User, By Region
Regions Covered North America; Latin America; Europe; East Asia; South Asia; The Middle East & Africa; Oceania
Key Countries Profiled The United States, Canada, Brazil, Mexico, Germany, Italy, France, The United Kingdom, Spain, Russia, China, Japan, India, GCC Countries, Australia
Key Companies Profiled Brightlink; LiveVox Hldgs; Metaswitch; Mobileum Inc.; Neustar Inc.; Numeracle; Ribbon Communications; Thales; Transaction Network Services (TNS); TransNexus; Bulk Solutions, LLC; Neural Technologies Limited
Customization & Pricing Available upon Request

Key Segments Covered in the Market Report

By Solution:

  • Call Authentication
  • Robocall Prevention
  • Robocall Analytics

By End Use:

  • IT & Telecommunication
  • Government
  • Other Industries

By Region:

  • North America
  • Latin America
  • Western Europe
  • Eastern Europe
  • Asia Pacific Excluding Japan (APEJ)
  • Japan
  • The Middle East & Africa (MEA)

Frequently Asked Questions

What is the Key Trend of the Market?

Governments formulating and implementing policies to reduce illegal robocalls is one of the major key trends.

What is the Growth Forecast for this Market?

The market is forecast to register a CAGR of 12.7% through 2033.

What Results in the Growth of the Market?

An increase in illegal robocalls is expected to fuel the market.

What leads to the Growth Opportunity of the Market?

Government interventions mitigating illegal robocalls are expected for the growth opportunity.

What will be the Market Value by 2033?

The valuation of the market will be US$ 18.05 billion by 2033.

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 Solution

    5.1. Introduction / Key Findings

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

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

        5.3.1. Call Authentication

        5.3.2. Robocall Prevention

        5.3.3. Robocall Analytics

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

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

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

    6.1. Introduction / Key Findings

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

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

        6.3.1. IT & Telecommunication

        6.3.2. Government

        6.3.3. Others

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

    6.5. Absolute $ Opportunity Analysis By End Use, 2023 to 2033

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

    7.1. Introduction

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

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

        7.3.1. North America

        7.3.2. Latin America

        7.3.3. Western Europe

        7.3.4. Eastern Europe

        7.3.5. South Asia and Pacific

        7.3.6. East Asia

        7.3.7. Middle East and Africa

    7.4. Market Attractiveness Analysis By Region

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

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

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

        8.2.1. By Country

            8.2.1.1. USA

            8.2.1.2. Canada

        8.2.2. By Solution

        8.2.3. By End Use

    8.3. Market Attractiveness Analysis

        8.3.1. By Country

        8.3.2. By Solution

        8.3.3. By End Use

    8.4. Key Takeaways

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

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

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

        9.2.1. By Country

            9.2.1.1. Brazil

            9.2.1.2. Mexico

            9.2.1.3. Rest of Latin America

        9.2.2. By Solution

        9.2.3. By End Use

    9.3. Market Attractiveness Analysis

        9.3.1. By Country

        9.3.2. By Solution

        9.3.3. By End Use

    9.4. Key Takeaways

10. Western Europe 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. Germany

            10.2.1.2. UK

            10.2.1.3. France

            10.2.1.4. Spain

            10.2.1.5. Italy

            10.2.1.6. Rest of Western Europe

        10.2.2. By Solution

        10.2.3. By End Use

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Solution

        10.3.3. By End Use

    10.4. Key Takeaways

11. Eastern Europe 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. Poland

            11.2.1.2. Russia

            11.2.1.3. Czech Republic

            11.2.1.4. Romania

            11.2.1.5. Rest of Eastern Europe

        11.2.2. By Solution

        11.2.3. By End Use

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Solution

        11.3.3. By End Use

    11.4. Key Takeaways

12. South Asia and Pacific 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. India

            12.2.1.2. Bangladesh

            12.2.1.3. Australia

            12.2.1.4. New Zealand

            12.2.1.5. Rest of South Asia and Pacific

        12.2.2. By Solution

        12.2.3. By End Use

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Solution

        12.3.3. By End Use

    12.4. Key Takeaways

13. East Asia 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. China

            13.2.1.2. Japan

            13.2.1.3. South Korea

        13.2.2. By Solution

        13.2.3. By End Use

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Solution

        13.3.3. By End Use

    13.4. Key Takeaways

14. Middle East and Africa 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. GCC Countries

            14.2.1.2. South Africa

            14.2.1.3. Israel

            14.2.1.4. Rest of MEA

        14.2.2. By Solution

        14.2.3. By End Use

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Solution

        14.3.3. By End Use

    14.4. Key Takeaways

15. Key Countries Market Analysis

    15.1. USA

        15.1.1. Pricing Analysis

        15.1.2. Market Share Analysis, 2022

            15.1.2.1. By Solution

            15.1.2.2. By End Use

    15.2. Canada

        15.2.1. Pricing Analysis

        15.2.2. Market Share Analysis, 2022

            15.2.2.1. By Solution

            15.2.2.2. By End Use

    15.3. Brazil

        15.3.1. Pricing Analysis

        15.3.2. Market Share Analysis, 2022

            15.3.2.1. By Solution

            15.3.2.2. By End Use

    15.4. Mexico

        15.4.1. Pricing Analysis

        15.4.2. Market Share Analysis, 2022

            15.4.2.1. By Solution

            15.4.2.2. By End Use

    15.5. Germany

        15.5.1. Pricing Analysis

        15.5.2. Market Share Analysis, 2022

            15.5.2.1. By Solution

            15.5.2.2. By End Use

    15.6. UK

        15.6.1. Pricing Analysis

        15.6.2. Market Share Analysis, 2022

            15.6.2.1. By Solution

            15.6.2.2. By End Use

    15.7. France

        15.7.1. Pricing Analysis

        15.7.2. Market Share Analysis, 2022

            15.7.2.1. By Solution

            15.7.2.2. By End Use

    15.8. Spain

        15.8.1. Pricing Analysis

        15.8.2. Market Share Analysis, 2022

            15.8.2.1. By Solution

            15.8.2.2. By End Use

    15.9. Italy

        15.9.1. Pricing Analysis

        15.9.2. Market Share Analysis, 2022

            15.9.2.1. By Solution

            15.9.2.2. By End Use

    15.10. Poland

        15.10.1. Pricing Analysis

        15.10.2. Market Share Analysis, 2022

            15.10.2.1. By Solution

            15.10.2.2. By End Use

    15.11. Russia

        15.11.1. Pricing Analysis

        15.11.2. Market Share Analysis, 2022

            15.11.2.1. By Solution

            15.11.2.2. By End Use

    15.12. Czech Republic

        15.12.1. Pricing Analysis

        15.12.2. Market Share Analysis, 2022

            15.12.2.1. By Solution

            15.12.2.2. By End Use

    15.13. Romania

        15.13.1. Pricing Analysis

        15.13.2. Market Share Analysis, 2022

            15.13.2.1. By Solution

            15.13.2.2. By End Use

    15.14. India

        15.14.1. Pricing Analysis

        15.14.2. Market Share Analysis, 2022

            15.14.2.1. By Solution

            15.14.2.2. By End Use

    15.15. Bangladesh

        15.15.1. Pricing Analysis

        15.15.2. Market Share Analysis, 2022

            15.15.2.1. By Solution

            15.15.2.2. By End Use

    15.16. Australia

        15.16.1. Pricing Analysis

        15.16.2. Market Share Analysis, 2022

            15.16.2.1. By Solution

            15.16.2.2. By End Use

    15.17. New Zealand

        15.17.1. Pricing Analysis

        15.17.2. Market Share Analysis, 2022

            15.17.2.1. By Solution

            15.17.2.2. By End Use

    15.18. China

        15.18.1. Pricing Analysis

        15.18.2. Market Share Analysis, 2022

            15.18.2.1. By Solution

            15.18.2.2. By End Use

    15.19. Japan

        15.19.1. Pricing Analysis

        15.19.2. Market Share Analysis, 2022

            15.19.2.1. By Solution

            15.19.2.2. By End Use

    15.20. South Korea

        15.20.1. Pricing Analysis

        15.20.2. Market Share Analysis, 2022

            15.20.2.1. By Solution

            15.20.2.2. By End Use

    15.21. GCC Countries

        15.21.1. Pricing Analysis

        15.21.2. Market Share Analysis, 2022

            15.21.2.1. By Solution

            15.21.2.2. By End Use

    15.22. South Africa

        15.22.1. Pricing Analysis

        15.22.2. Market Share Analysis, 2022

            15.22.2.1. By Solution

            15.22.2.2. By End Use

    15.23. Israel

        15.23.1. Pricing Analysis

        15.23.2. Market Share Analysis, 2022

            15.23.2.1. By Solution

            15.23.2.2. By End Use

16. Market Structure Analysis

    16.1. Competition Dashboard

    16.2. Competition Benchmarking

    16.3. Market Share Analysis of Top Players

        16.3.1. By Regional

        16.3.2. By Solution

        16.3.3. By End Use

17. Competition Analysis

    17.1. Competition Deep Dive

        17.1.1. Brightlink

            17.1.1.1. Overview

            17.1.1.2. Product Portfolio

            17.1.1.3. Profitability by Market Segments

            17.1.1.4. Sales Footprint

            17.1.1.5. Strategy Overview

                17.1.1.5.1. Marketing Strategy

        17.1.2. LiveVox Hldgs

            17.1.2.1. Overview

            17.1.2.2. Product Portfolio

            17.1.2.3. Profitability by Market Segments

            17.1.2.4. Sales Footprint

            17.1.2.5. Strategy Overview

                17.1.2.5.1. Marketing Strategy

        17.1.3. Metaswitch

            17.1.3.1. Overview

            17.1.3.2. Product Portfolio

            17.1.3.3. Profitability by Market Segments

            17.1.3.4. Sales Footprint

            17.1.3.5. Strategy Overview

                17.1.3.5.1. Marketing Strategy

        17.1.4. Mobileum Inc.

            17.1.4.1. Overview

            17.1.4.2. Product Portfolio

            17.1.4.3. Profitability by Market Segments

            17.1.4.4. Sales Footprint

            17.1.4.5. Strategy Overview

                17.1.4.5.1. Marketing Strategy

        17.1.5. Neustar Inc.

            17.1.5.1. Overview

            17.1.5.2. Product Portfolio

            17.1.5.3. Profitability by Market Segments

            17.1.5.4. Sales Footprint

            17.1.5.5. Strategy Overview

                17.1.5.5.1. Marketing Strategy

        17.1.6. Numeracle

            17.1.6.1. Overview

            17.1.6.2. Product Portfolio

            17.1.6.3. Profitability by Market Segments

            17.1.6.4. Sales Footprint

            17.1.6.5. Strategy Overview

                17.1.6.5.1. Marketing Strategy

        17.1.7. Ribbon Communications

            17.1.7.1. Overview

            17.1.7.2. Product Portfolio

            17.1.7.3. Profitability by Market Segments

            17.1.7.4. Sales Footprint

            17.1.7.5. Strategy Overview

                17.1.7.5.1. Marketing Strategy

        17.1.8. Thales

            17.1.8.1. Overview

            17.1.8.2. Product Portfolio

            17.1.8.3. Profitability by Market Segments

            17.1.8.4. Sales Footprint

            17.1.8.5. Strategy Overview

                17.1.8.5.1. Marketing Strategy

        17.1.9. Transaction Network Services (TNS)

            17.1.9.1. Overview

            17.1.9.2. Product Portfolio

            17.1.9.3. Profitability by Market Segments

            17.1.9.4. Sales Footprint

            17.1.9.5. Strategy Overview

                17.1.9.5.1. Marketing Strategy

        17.1.10. TransNexus

            17.1.10.1. Overview

            17.1.10.2. Product Portfolio

            17.1.10.3. Profitability by Market Segments

            17.1.10.4. Sales Footprint

            17.1.10.5. Strategy Overview

                17.1.10.5.1. Marketing Strategy

        17.1.11. Bulk Solutions, LLC

            17.1.11.1. Overview

            17.1.11.2. Product Portfolio

            17.1.11.3. Profitability by Market Segments

            17.1.11.4. Sales Footprint

            17.1.11.5. Strategy Overview

                17.1.11.5.1. Marketing Strategy

        17.1.12. Neural Technologies Limited

            17.1.12.1. Overview

            17.1.12.2. Product Portfolio

            17.1.12.3. Profitability by Market Segments

            17.1.12.4. Sales Footprint

            17.1.12.5. Strategy Overview

                17.1.12.5.1. Marketing Strategy

18. Assumptions & Acronyms Used

19. Research Methodology

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