HOME Top Market Reports Speech & Voice Recognition Market by Technology (Speech Recognition, Voice Recognition), Application (AI Based, Non AI Based), Vertical (Automotive, Consumer, Finance, Retail, Military, Healthcare & Government) and Geography - Global Forecast to 2022

Speech & Voice Recognition Market by Technology (Speech Recognition, Voice Recognition), Application (AI Based, Non AI Based), Vertical (Automotive, Consumer, Finance, Retail, Military, Healthcare & Government) and Geography - Global Forecast to 2022

By: marketsandmarkets.com
Publishing Date: June 2016
Report Code: SE 4365

 

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The speech recognition market is expected to grow from USD 3.73 Billion in 2015 to reach USD 9.97 Billion by 2022, at a CAGR of 15.78% during the forecast period. The voice recognition market is expected to grow from USD 440.3 Million in 2015 to reach USD 1.99 Billion by 2022, at a CAGR of 23.66% between 2016 and 2022. The base year considered for the study is 2015 and the forecast period is between 2016 and 2022.

Objective of the Study:

  • To define, describe, and forecast the global speech & voice recognition market on the basis of applications, verticals, and geography
  • To forecast the market size, in terms of value, for various segments with respect to four main regions, namely, Americas, Europe, Asia-Pacific, and RoW
  • To provide detailed information regarding the major factors influencing the growth of the market (drivers, restraints, opportunities, and industry-specific challenges)
  • To strategically analyze micromarkets with respect to individual growth trends, future prospects, and contribution to the total market
  • To analyze opportunities in the market for stakeholders by identifying the high-growth segments of the speech & voice recognition market and detail the competitive landscape for market players
  • To map the competitive intelligence based on the company profiles, strategies of key players, and game-changing developments such as product developments, collaborations, and acquisitions

Research Methodology:

The research methodology used to estimate and forecast the speech & voice recognition system market begins with capturing data on key vendor revenues through secondary research. The vendor offerings are also taken into consideration to determine the market segmentation. The bottom-up procedure was employed to arrive at the overall market size of the global speech & voice recognition system market from the revenue of the key market players. After arriving at the overall market size, the total market was split into several segments and subsegments which were then verified through primary research by conducting extensive interviews with key people such as CEOs, VPs, directors, and executives. The data triangulation and market breakdown procedures were employed to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments. The breakdown of profiles of primary respondents is depicted in the figure below:

Speech & Voice Recognition Market

To know about the assumptions considered for the study, download the pdf brochure

This report provides valuable insights into ecosystem of this market including software provider companies where the manufacturing companies develop software that can recognize the voice signal and execute the instructions. Companies such as Nuance Communication (U.S.), Agnitio SL (Spain), and Microsoft Inc. (U.S.) are the major providers of software solutions for speech & voice recognition. Hardware providers provide a prototype which can further be integrated along with the software. The integrated service providers are semiconductor chip manufacturers such as Intel (U.S.) and Samsung (South Korea). Cloud service providers are companies such as Google (U.S.) and Microsoft (U.S.) that provide cloud-based solutions to store the dictionary.

Key Target Audience

  • TV manufacturers
  • Defense equipment manufacturers
  • Smart car manufacturers
  • Mobile handset manufacturers
  • Healthcare industry players
  • Researchers
  • Industry experts

Scope of the Report:

The research report segments the speech & voice recognition market into the following submarkets:

By Technology:

  • Speech Recognition
  • Voice Recognition

By Vertical:

  • Automotive
  • Enterprise
  • Finance
  • Consumer
  • Government
  • Retail
  • Healthcare
  • Others

By Application:

  • Artificial Intelligence
  • Non-Artificial Intelligence

By Geography:

  • North America
  • Europe
  • Asia-Pacific
  • RoW

Available Customizations:

  • Detailed analysis and profiling of additional market players (upto five)
  • Speech & Voice Recognition Market: By technology, by vertical, by geography
  • Speech & Voice Recognition Market: By vertical; by technology
  • Speech & Voice Recognition Market: By geography, by technology

Table of Contents

1 Introduction (Page No. - 14)
    1.1 Objectives of Study
    1.2 Market Definition
    1.3 Study Scope
           1.3.1 Markets Covered
           1.3.2 Years Considered for the Study
    1.4 Currency
    1.5 Limitations
    1.6 Stakeholders

2 Research Methodology (Page No. - 19)
    2.1 Research Data
           2.1.1 Secondary Data
                     2.1.1.1 Key Data From Secondary Sources
           2.1.2 Primary Data
                     2.1.2.1 Key Data From Secondary Sources
                     2.1.2.2 Key Industry Insights
                     2.1.2.3 Breakdown of Primaries
    2.2 Market Size Estimation
           2.2.1 Bottom-Up Approach
           2.2.2 Top-Down Approach
    2.3 Market Breakdown & Data Triangulation
    2.4 Research Assumptions

3 Executive Summary (Page No. - 28)

4 Premium Insights (Page No. - 32)
    4.1 Drivers for the Speech & Voice Recognition Market
    4.2 Speech & Voice Recognition Market, By Region
    4.3 Speech & Voice Recognition Market, By Vertical and Region
    4.4 Speech & Voice Recognition Technology Market, By Technology, 2016–2022
    4.5 Speech & Voice Recognition Market, By Vertical, 2016–2022

5 Market Overview (Page No. - 35)
    5.1 Introduction
    5.2 Market Segmentation
           5.2.1 Speech & Voice Recognition Market, By Technology
           5.2.2 Speech & Voice Recognition, By Vertical
           5.2.3 Speech & Voice Recognition Market, By Region
    5.3 Market Dynamics
           5.3.1 Drivers
                     5.3.1.1 Increased Demand for Speech-Based Biometric Systems for the Identification Purpose
                     5.3.1.2 Rise in Fraudulent Activities Worldwide
                     5.3.1.3 Growing Demand for Voice Authentication in Mobile Banking Applications
                     5.3.1.4 Growing Use of Iot Devices and Integration of Speech Recognition Technology
                     5.3.1.5 High Demand for Microphone-Enabled Devices
                     5.3.1.6 Adoption of Artificial Intelligence and Neural Networks for Reducing Speech Recognition Errors
           5.3.2 Restraints
                     5.3.2.1 Lack of Accuracy in Voice Recognition Systems
                     5.3.2.2 Oligopoly in the Development of Speech & Voice Recognition Technology Using Neural Networks Restricts Its Usage for Cloud-Based Services
           5.3.3 Opportunities
                     5.3.3.1 Increasing Use of Voice Recognition Technology in the Consumer Electronics & Healthcare Industries
                     5.3.3.2 Controlling Iot-Based Devices With Voice Commands
                     5.3.3.3 Enabling Seamless Two-Way Communication Between Human Beings and Robots
           5.3.4 Challenges
                     5.3.4.1 Poor-Quality Voice Samples Due to Illness, and Changes in Mood; Background Noise Increases the Error Rates
                     5.3.4.2 Lack of Standardized Platform for the Development of Customized Speech Recognition Products
                     5.3.4.3 Slower Network Speed in Some of the Regions Poses Challenge to Cloud-Based Sr Services

6 Industry Trends (Page No. - 46)
    6.1 Introduction
    6.2 Value Chain Analysis
    6.3 Industry Trends
    6.4 Porter’s Five Forces Analysis
           6.4.1 Threat of New Entrants
           6.4.2 Bargaining Power of Suppliers
           6.4.3 Threat of Substitutes
           6.4.4 Bargaining Power of Buyers
           6.4.5 Intensity of Competitive Rivarly

7 Delivery Methods of Speech & Voice Recognition Technology (Page No. - 55)
    7.1 Introduction
    7.2 Artificial Intelligence Based
    7.3 Non Artificial Intelligence Based

8 Speech & Voice Recognition Market, By Technology (Page No. - 57)
    8.1 Introduction
    8.2 Voice Recognition
           8.2.1 Speaker Identification
           8.2.2 Speaker Verification
    8.3 Speech Recognition
           8.3.1 Automatic Speech Recognition
           8.3.2 Text-To-Speech

9 Speech & Voice Recognition Market, By Vertical (Page No. - 72)
    9.1 Introduction
    9.2 Automotive Vertical
    9.3 Enterprise Vertical
    9.4 Consumer Vertical
    9.5 Finance Vertical
    9.6 Government Vertical
    9.7 Retail Vertical
    9.8 Healthcare Vertical
    9.9 Military Vertical
    9.10 Other Verticals

10 Speech & Voice Recognition Market, By Geography (Page No. - 107)
     10.1 Introduction
     10.2 Americas
     10.3 Europe
     10.4 Asia-Pacific
     10.5 Rest of the World

11 Competitive Landscape (Page No. - 122)
     11.1 Overview
     11.2 Ranking Analysis, Speech & Voice Recognition Market in 2016
     11.3 Significant Developments in Speech & Voice Recognition Market

12 Company Profiles (Page No. - 129)
(Overview, Products and Services, Financials, Strategy & Development)*
     12.1 Introduction
     12.2 Nuance Communications Inc.
     12.3 Microsoft Corporation
     12.4 Agnitio SL
     12.5 Raytheon BBN Technologies
     12.6 Validsoft UK Limited
     12.7 Sensory, Inc.
     12.8 Biotrust ID B.V.
     12.9 Voicevault Inc
     12.10 Voicebox Technologies Corp.
     12.11 Lumenvox, LLC
     12.12 M2SYS LLC
     12.13 Advanced Voice Recognition Systems, Inc.
     12.14 Mmodal Inc.

*Details on Overview, Products and Services, Financials, Strategy & Development Might Not Be Captured in Case of Unlisted Companies.

13 Appendix (Page No. - 158)
     13.1 Insights of Industry Experts
     13.2 Discussion Guide
     13.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
     13.4 Introducing RT: Real-Time Market Intelligence
     13.5 Available Customizations
     13.6 Related Reports


List of Tables (82 Tables)

Table 1 Speech & Voice Recognition Market Segmentation: By Technology
Table 2 Speech & Voice Recognition Market Segmentation: By Vertical
Table 3 Speech & Voice Recognition Market Segmentation: By Region
Table 4 Biometric Applications Drives the Voice Recognition Market Growth and Consumer Electronics Drives the Speech Recognition Market
Table 5 Speech & Voice Recognition Market, By Technology,2013–2022 (USD Million)
Table 6 Voice Recognition Market, By Vertical, 2013–2022 (USD Million)
Table 7 Voice Recognition Market, By Region, 2013–2022 (USD Million)
Table 8 Voice Recognition Market in Americas, By Vertical,2013–2022 (USD Million)
Table 9 Voice Recognition Europe Market, By End-User Industry,2013–2022 (USD Million)
Table 10 Voice Recognition Market in Asia-Pacific, By Vertical,2013–2022 (USD Million)
Table 11 Voice Recognition Market in Rest of the World, By Vertical,2013–2022 (USD Million)
Table 12 Speech Recognition Market, By Vertical, 2013–2022 (USD Million)
Table 13 Speech Recognition Market, By Region, 2013–2022 (USD Million)
Table 14 Speech Recognition Market in Americas, By Vertical,2013–2022 (USD Million)
Table 15 Speech Recognition Market in Europe, By Vertical,2013–2022 (USD Million)
Table 16 Speech Recognition Market in Asia-Pacific, By Vertical,2013–2022 (USD Million)
Table 17 Speech Recognition Market in Rest of the World, By Vertical,2013–2022 (USD Million)
Table 18 Speech & Voice Recognition Market, By Vertical,2013–2022 (USD Million)
Table 19 Speech & Voice Recognition Market for Automotive Vertical, By Technology, 2013–2022 (USD Million)
Table 20 Voice Recognition Market for Automotive Vertical, By Application,2013–2022 (USD Million)
Table 21 Voice Recognition Market for Automotive Vertical, By Region,2013–2022 (USD Million)
Table 22 Speech Recognition Market for Automotive Vertical, By Application, 2013–2022 (USD Million)
Table 23 Speech Recognition Market for Automotive Vertical, By Region,2013–2022 (USD Million)
Table 24 Speech & Voice Recognition Market for Enterprise Vertical, By Technology, 2013–2022 (USD Million)
Table 25 Voice Recognition Market for Enterprise Vertical, By Application,2013–2022 (USD Million)
Table 26 Voice Recognition Market for Enterprise Vertical, By Region,2013–2022 (USD Million)
Table 27 Speech Recognition Market for Enterprise Vertical, By Application, 2013–2022 (USD Million)
Table 28 Speech Recognition Market for Enterprise Vertical, By Region,2013–2022 (USD Million)
Table 29 Speech & Voice Recognition Market for Consumer Vertical, By Technology, 2013–2022 (USD Million)
Table 30 Voice Recognition Market for Consumer Vertical, By Application,2013–2022 (USD Million)
Table 31 Voice Recognition Market for Mobile Device Application, By Type,2013–2022 (USD Million)
Table 32 Voice Recognition Market for Wearable Device Application, By Type, 2013–2022 (USD Million)
Table 33 Voice Recognition Market for Consumer Vertical, By Region,2013–2022 (USD Million)
Table 34 Speech Recognition Market in Consumer Vertical, By Application,2013–2022 (USD Million)
Table 35 Speech Recognition Market for Mobile Device Application, By Type,2013–2022 (USD Million)
Table 36 Speech Recognition Market for Wearable Device Application, By Type, 2013–2022 (USD Million)
Table 37 Speech Recognition Market for Consumer Vertical, By Region,2013–2022 (USD Million)
Table 38 Speech & Voice Recognition Market for Finance Vertical, By Technology, 2013–2022 (USD Million)
Table 39 Voice Recognition Market for Finance Vertical, By Application,2013–2022 (USD Million)
Table 40 Voice Recognition Technology Market for Finance Vertical, By Region, 2013–2022 (USD Million)
Table 41 Speech Recognition Market for Finance Vertical, By Application,2013–2022 (USD Million)
Table 42 Speech Recognition Market for Finance Vertical, By Region,2013–2022 (USD Million)
Table 43 Speech & Voice Recognition Market for Government Vertical, By Technology, 2013–2022 (USD Million)
Table 44 Voice Recognition Market for Government Vertical, By Application, 2013–2022 (USD Million)
Table 45 Voice Recognition Market for Government Vertical, By Region,2013–2022 (USD Million)
Table 46 Speech Recognition Market for Government Vertical, By Application, 2013–2022 (USD Million)
Table 47 Speech Recognition Market for Government Vertical, By Region,2013–2022 (USD Million)
Table 48 Speech & Voice Recognition Market for Retail Vertical, By Technology, 2013–2022 (USD Million)
Table 49 Voice Recognition Market for Retail Vertical, By Application,2013–2022 (USD Million)
Table 50 Voice Recognition Market for Retail Vertical, By Region,2013–2022 (USD Million)
Table 51 Speech Recognition Market for Retail Vertical, By Application,2013–2022 (USD Million)
Table 52 Speech & Voice Recognition Market for Healthcare Vertical, By Technology, 2013–2022 (USD Million)
Table 53 Voice Recognition Market for Healthcare Vertical, By Application,2013–2022 (USD Million)
Table 54 Voice Recognition Market for Healthcare Vertical, By Region,2013–2022 (USD Million)
Table 55 Speech Recognition Market for Healthcare Vertical, By Application, 2013–2022 (USD Million)
Table 56 Speech Recognition Market for Healthcare Vertical, By Region,2013–2022 (USD Million)
Table 57 Speech & Voice Recognition Market for Military Vertical, By Technology, 2013–2022 (USD Million)
Table 58 Voice Recognition Market for Military Vertical, By Application,2013–2022 (USD Million)
Table 59 Voice Recognition Market for Military Vertical, By Region,2013–2022 (USD Million)
Table 60 Speech Recognition Market for Military Vertical, By Application,2013–2022 (USD Million)
Table 61 Speech Recognition Market for Military Vertical, By Region,2013–2022 (USD Million)
Table 62 Speech & Voice Recognition Market for Other Verticals, By Technology, 2013–2022 (USD Million)
Table 63 Voice Recognition Market for Other Verticals, By Region,2013–2022 (USD Million)
Table 64 Speech Recognition Market for Other Verticals, By Region,2013–2022 (USD Million)
Table 65 Speech & Voice Recognition Market, By Region, 2014–2022 (USD Million)
Table 66 Speech & Voice Recognition Market in Americas, By Technology,2013–2022 (USD Million)
Table 67 Speech & Voice Recognition Market in Americas, By Vertical,2013–2022 (USD Million)
Table 68 Speech & Voice Recognition Market in Americas, By Country,2013–2022 (USD Million)
Table 69 Speech & Voice Recognition Market in Europe, By Technology,2013–2022 (USD Million)
Table 70 Speech & Voice Recognition Market in Europe, By Vertical,2013–2022 (USD Million)
Table 71 Speech & Voice Recognition Market in Europe, By Country,2013–2022 (USD Million)
Table 72 Speech & Voice Recognition Market in Asia-Pacific, By Technology,2013–2022 (USD Million)
Table 73 Speech & Voice Recognition Market in Asia-Pacific, By Vertical,2013–2022 (USD Million)
Table 74 Speech & Voice Recognition Market in Asia-Pacific, By Country,2013–2022 (USD Million)
Table 75 Speech & Voice Recognition Market in RoW, By Technology,2013–2022 (USD Million)
Table 76 Speech & Voice Recognition Market in RoW, By Vertical,2013–2022 (USD Million)
Table 77 Speech & Voice Recognition Market in Rest of the World, By Region, 2013–2022 (USD Million)
Table 78 Nuance Communications (U.S.) and Microsoft Inc. (U.S) Expected to Lead Speech & Voice Recognition Market in 2016
Table 79 New Product Development (2013–2016)
Table 80 Mergers & Acquisitions (2013–2016)
Table 81 Partnership/ Agreement (2013–2016)
Table 82 Others (2012–2014)
  
 
List of Figures (54 Figures)
 
Figure 1 Market Segmentation
Figure 2 Speech & Voice Recognition Market: Research Design
Figure 3 Process Flow of Market Size Estimation
Figure 4 Market Size Estimation Methodology: Bottom-Up Approach
Figure 5 Market Size Estimation Methodology: Top-Down Approach
Figure 6 Data Triangulation
Figure 7 Speech Recognition Technology Expected to Hold the Largest Size of the Speech & Voice Recognition Market By 2022
Figure 8 Consumer Industry Expected to Hold the Largest Size of the Speech & Voice Recognition Market By 2022
Figure 9 The Speech & Voice Recognition Market in APAC Expected to Grow at the Highest Rate Between 2016 and 2022
Figure 10 Increasing Use of Voice Recognition Technology in the Consumer Electronics & Healthcare Industries Expected to Drive the Market Between 2016 and 2022
Figure 11 Asia-Pacific Market Expected to Grow at the Highest Rate Between2016 and 2022
Figure 12 Americas Held the Largest Share of the Speech & Voice Recognition Market in 2015
Figure 13 Speech Recognition Technology Expected to Hold the Largest Market Size Between 2016-2022
Figure 14 Healthcare, Consumer, and Retail Industries Expected to Hold A Major Market Share By 2022
Figure 15 Growing Demand for Speech-Based Biometric Systems for the Identification Purpose is the Major Driving Factor for the Speech & Voice Recognition Market
Figure 16 Major Value is Added Between R& D and System Integration Stage
Figure 17 Porter’s Five Forces Analysis (2016)
Figure 18 Porter’s Five Forces Analysis (2015): Impact Analysis for the Speech & Voice Recognition Market
Figure 19 High Impact of Threat of New Entrants
Figure 20 Low Impact of Bargaining Power of Suppliers
Figure 21 Medium Impact of Threat of Substitutes
Figure 22 High Impact of Bargaining Power of Buyers
Figure 23 High Impact of Intensity of Competitive Rivalry
Figure 24 Delivery Methods of Speech & Voice Recognition Technology
Figure 25 Speech & Voice Recognition Market Segmentation, By Technology
Figure 26 Speech Recognition to Hold the Major Market Share Between2016 and 2022
Figure 27 Government Vertical to Hold the Largest Market Size Between2016 and 2022
Figure 28 Finance Vertical to Witness Highest Growth Between 2016 and 2022
Figure 29 Consumer Sector to Hold the Largest Market Size Between2016 and 2022
Figure 30 Consumer Vertical to Hold the Largest Market Share Between2016 and 2022
Figure 31 Speech & Voice Recognition Market Segmentation, By Vertical
Figure 32 Speech & Voice Recognition Market Segmentation, By Vertical
Figure 33 Speech Recognition Market for Automotive Vertical, By Region
Figure 34 Voice Recognition Market for Enterprise Vertical, By Region
Figure 35 Speech Recognition Market for Mobile Device Application, By Type
Figure 36 Speech Recognition Market for Finance Vertical, By Application
Figure 37 Voice Recognition Market for Retail Vertical, By Application
Figure 38 Voice Recognition Market for Healthcare Vertical, By Application
Figure 39 Voice Recognition Market for Military Vertical, By Application
Figure 40 Speech & Voice Recognition Market Segmentation, By Country
Figure 41 Americas to Hold the Largest Market Size Between 2016 and 2022
Figure 42 Americas: Speech & Voice Recognition Market Snapshot
Figure 43 Consumer Vertical to Hold the Largest Market Size in Europe Between 2016 and 2022
Figure 44 Consumer Sector to Hold the Largest Market Size Between2016 and 2022
Figure 45 Companies Adopted New Product Launch and Partnership & Agreement as the Key Growth Strategies Between 2013 and 2016
Figure 46 Battle for Market Share: Strategic Alliance & Product Deployment Was the Key Strategy
Figure 47 Nuance Communication: Company Snapshot
Figure 48 Nuance Communications Inc.: SWOT Analysis
Figure 49 Microsoft Corporation : Company Snapshot
Figure 50 Microsoft Corporation: SWOT Analysis
Figure 51 Agnitio SL: SWOT Analysis
Figure 52 Raytheon BBN Technologies Corp.: SWOT Analysis
Figure 53 Validsoft UK Limited: SWOT Analysis
Figure 54 Sensory Inc.: SWOT Analysis

The speech recognition market is expected to grow from USD 3.73 Billion in 2015 to USD 9.97 Billion by 2022, at a CAGR of 15.78% during the forecast period; the voice recognition market is expected to grow from USD 440.3 Million in 2015 to USD 1.99 Billion by 2022, at a CAGR of 23.66% between 2016 and 2022. The speech & voice recognition market is driven by the growing need to combat fraudulent activities in several verticals such as enterprise, healthcare, banking, and others as well as the adoption of mobile banking by several national & international banks and e-commerce retailers.

The market for voice recognition is expected to grow at a higher CAGR during the forecast period owing to the need for more secure verification in mobile banking and other sectors, leading to the growing adoption of voice authentication. In regions such as North America and Western Europe, a large number of banking customers use phone banking facilities. Large numbers of these financial institutions are adopting voice-based authentication solutions to accept or reject mobile transactions by a user. Thus, the higher growth of the voice recognition market is attributed to the growing security application in digital and internet-connected devices.

Of the major verticals, the market for consumer vertical is expected to grow at a high CAGR between 2016 and 2022 owing to the higher penetration rate of speech & voice recognition technologies in consumer products such as smartphones, laptops, and tablets. Factors such as the growing need to control wearable devices and increasing security concerns of managing consumer devices are expected to fuel the growth of the speech and voice recognition technology market in the consumer vertical.

The market in Asia-Pacific is expected to witness high growth between 2016 and 2022 owing to the growing demand for consumer electronics devices enabled with speech recognition. Self-service applications in Asia-Pacific emerged in 2008 as developing economies witnessed strong organic growth in sectors such as telecom and banking. The growth in customer care services in various verticals such as banks, telecom, and travel & hospitality contributes to the growth of speech & voice recognition market due to the increasing need to combat fraudulent activities in these sectors.

Speech & Voice Recognition Market

The possibility of improper usage of language and grammatical errors by the user and the oligopoly in the development of speech & voice recognition technology using neural networks restricts the speech & voice recognition technology to cloud-based services restricts the growth of the speech & voice recognition market.

Major players in the speech & voice recognition market are Nuance Communications (U.S.), Microsoft Inc. (U.S), Agnitio SL (Spain), Biotrust (Netherland), VoiceVault (U.S.), VoiceBox Technologies Corp. (U.S.), LumenVox LLC. (U.S.), M2Sys LLC (U.S.), Raytheon BBN Technologies (U.S.), M2SyS LLC (U.S.) ValidSoft UK Limited (U.K.), Advanced Voice Recognition Systems (U.S.), Sensory Inc. (U.S.), and MMODAL Inc. (U.S.). Nuance Communications is a leading provider of voice recognition solutions and natural language   understanding technologies for businesses and consumers globally. Nuance Communications invested heavily in research and development to enhance its offerings and to build a world-class portfolio of intellectual property, technologies, applications, and solutions through both internal development and acquisitions.

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