マーケットレポート詳細
自然言語処理(NLP)の世界市場：技術別、用途別2027年予測
Natural Language Processing (NLP) Market by Component (Solutions & Services), Application (Sentiment Analysis, Social Media Monitoring), Technology (IVR, OCR, Auto Coding), Vertical (BFSI, Retail & eCommerce, IT & ITES) & Region - Global Forecast to 2027
- 出版元：MarketsandMarkets
出版元について - 発行年：2022年8月
- 定価 ：Single User License(1名様ライセンス)US$4,950(米国ドル)/ Multi User License(5名様)$6,650 / Corporate User License $8,150
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- 商品コード：MAM3003
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【レポート紹介】
自然言語処理(NLP)の世界市場規模は2022年で157億ドル、2027年に494億ドル、市場の平均年成長率は25.7%になると推測されます。 リスク軽減や成長機会の特定を目的とした予測分析に対する需要の高まり、クラウドベースのNLPソリューションの需要増加、ビッグデータ技術の進歩など、さまざまな要因により自然言語処理(NLP)の採用が促進される見込みです。
レポートは自然言語処理(NLP)の世界市場について2027年までの市場予測データ(金額US$)を掲載しています。同市場をさまざまな区分で細分化し、そのセグメント市場ごとの市場予測（コンポーネント別市場、タイプ別市場、等）を中心に構成されています。また競合状況、主要企業情報（21社）、市場ダイナミクス、エコシステムなどの分析も加味し、自然言語処理(NLP)市場の動向および今後成長性を詳細にレポートしています。
【レポート構成概要】
◆自然言語処理(NLP)の世界市場予測2016-2027年
・市場規模(US$)
◆コンポーネント別、市場-2027年
ソリューション
・プラットフォーム
・ソフトウェアツール
サービス
・専門サービス
-トレーニング/コンサルティング
-システム統合/実装
-サポート/メンテナンス
・マネージドサービス
※(市場規模US$)
◆タイプ別、市場-2027年
・ルールベース
・統計
・ハイブリッド
※(市場規模US$)
◆展開モード別、市場-2027年
・オンプレミス
・クラウド
※(市場規模US$)
◆組織規模別、市場-2027年
・中小企業
・大企業
※(市場規模US$)
◆用途別、市場-2027年
・顧客体験管理
・バーチャルアシスタント/チャットボット
・ソーシャルメディアモニタリング
・感情分析
・テキスト分類/要約
・人材オンボーディング/採用
・その他
※(市場規模US$)
◆技術別、市場-2027年
・光学文字認識(OCR)
・音声自動応答(IVR)
・自動コーディング
・テキスト分析
・スピーチ分析
・画像/パターン認識
・シミュレーション/モデリング
※(市場規模US$)
◆業界別、市場-2027年
・銀行/金融サービス/保険
・IT/ITサービス
・小売/eコマース
・ヘルスケア/ライフサイエンス
・輸送/物流
・政府/公共部門
・メディア/エンターテインメント
・製造
・その他業界
※(市場規模US$)
◆主要国地域別市場-2027年
北米
・米国、カナダ
欧州
・英国、ドイツ、フランス、スペイン
・その他欧州
アジア太平洋
・日本、中国、インド、ASEAN諸国
・その他アジア太平洋
中東アフリカ
・サウジアラビア、UAE、南アフリカ
・その他中東アフリカ
中南米
・ブラジル、メキシコ
・その他中南米
※地域別に全セグメント別の細分化データ掲載、詳細は目次参照
※国別にソリューション/サービス別の細分化データ掲載、詳細は目次参照
◆市場分析
・市場ダイナミクス(ドライバー、障壁、機会、課題)
・バリューチェーン分析
・サプライチェーン分析
・ケーススタディ分析
・エコシステム
・技術分析
・特許分析
・ファイブフォース分析
・市場シェア分析
・競合状況
◆自然言語処理(NLP)の主要企業プロフィール動向
・IBM
・MICROSOFT
・GOOGLE
・AWS
・META
・3M
・BAIDU
・APPLE
・SAS INSTITUTE
・IQVIA
・ORACLE
・INBENTA
・HEALTH FIDELITY
・LIVEPERSON
・SOUNDHOUND
・MINDMELD
・VERITONE
・DOLBEY
・AUTOMATED INSIGHTS
・BITEXT
・CONVERSICA
（その他企業）
・ADDEPTO
・RAGAVERA
・OBSERVE.AI
・EIGEN TECHNOLOGIES
・GNANI.AI
・CRAYON DATA
・NARRATIVA
・DEEPSET
・ELLIPSIS HEALTH
・DHEEYANTRA
（全323頁）
【レポート詳細目次、データ項目一覧は当ページ下を参照ください】
Table of Contents (英文詳細目次）
1 INTRODUCTION
1.1 OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED 49
1.3.3 YEARS CONSIDERED 49
1.4 CURRENCY CONSIDERED
・ TABLE 1 USD EXCHANGE RATES, 2018–2020
1.5 STAKEHOLDERS
1.6 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
・ FIGURE 1 NATURAL LANGUAGE PROCESSING MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
・ TABLE 2 PRIMARY INTERVIEWS
2.1.2.1 BREAKUP OF PRIMARY PROFILES
2.1.2.2 KEY INDUSTRY INSIGHTS
2.2 DATA TRIANGULATION
・ FIGURE 2 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
・ FIGURE 3 NLP MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH 56
2.3.2 BOTTOM-UP APPROACH
・ FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): FLOWCHART USING REVENUE FROM NLP SOLUTIONS/SERVICES
・ FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL NLP SOLUTION/ SERVICE COMPANIES
・ FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): REVENUES OF TOP PLAYERS AND SOURCES OF DATA
・ FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE THROUGH OVERALL NLP SPENDING
2.4 MARKET FORECAST
・ TABLE 3 FACTOR ANALYSIS 60
2.5 KEY COMPANY EVALUATION MATRIX METHODOLOGY
・ FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY
・ FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.7 ASSUMPTIONS
2.8 LIMITATIONS
3 EXECUTIVE SUMMARY
・ TABLE 4 NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y)
・ TABLE 5 NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y)
・ FIGURE 10 NATURAL LANGUAGE PROCESSING SOLUTIONS TO BE A LARGER MARKET IN 2022
・ FIGURE 11 SOFTWARE TOOLS TO ACCOUNT FOR A GREATER SHARE AMONG SOLUTIONS IN 2022
・ FIGURE 12 PROFESSIONAL SERVICES TO ACCOUNT FOR A LARGER SERVICE MARKET IN 2022
・ FIGURE 13 SYSTEM INTEGRATION & IMPLEMENTATION TO ACCOUNT FOR THE LARGEST PROFESSIONAL SERVICE SHARE IN 2022
・ FIGURE 14 STATISTICAL TYPE TO ACCOUNT FOR THE LARGEST MARKET IN 2022
・ FIGURE 15 IVR TECHNOLOGY TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2022
・ FIGURE 16 TEXT CLASSIFICATION & SUMMARIZATION TO ACCOUNT FOR THE LARGEST APPLICATION IN 2022
・ FIGURE 17 CLOUD DEPLOYMENT TO BE A LARGER MARKET IN 2022
・ FIGURE 18 LARGE ENTERPRISES TO BE A LARGER MARKET IN 2022
・ FIGURE 19 BFSI VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2022
・ FIGURE 20 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR IN THE NATURAL LANGUAGE PROCESSING MARKET
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN THE NATURAL LANGUAGE PROCESSING MARKET 72
・ FIGURE 21 SURGING DEMAND FOR CLOUD-BASED NLP SOLUTIONS TO REDUCE OVERALL COSTS AND ENHANCE SCALABILITY
4.2 NATURAL LANGUAGE PROCESSING MARKET: TOP 3 APPLICATIONS
・ FIGURE 22 EMPLOYEE ONBOARDING & RECRUITING APPLICATION TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
4.3 NATURAL LANGUAGE PROCESSING MARKET: BY COMPONENT & KEY VERTICAL
・ FIGURE 23 SOLUTIONS AND BFSI VERTICAL TO ACCOUNT FOR THE LARGEST SHARES RESPECTIVELY IN 2022
4.4 NATURAL LANGUAGE PROCESSING MARKET: BY REGION
・ FIGURE 24 NORTH AMERICA TO ACCOUNT FOR THE LARGEST SHARE IN 2022
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 NATURAL LANGUAGE PROCESSING: EVOLUTION
・ FIGURE 25 NATURAL LANGUAGE PROCESSING MARKET EVOLUTION
5.3 NATURAL LANGUAGE PROCESSING: ARCHITECTURE
・ FIGURE 26 NATURAL LANGUAGE PROCESSING MARKET ARCHITECTURE
5.4 MARKET DYNAMICS
・ FIGURE 27 MARKET DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.4.1 DRIVERS
5.4.1.1 ADVANCEMENTS IN COMPUTER PROGRAMS THAT ANALYZE TEXT
5.4.1.2 RISE IN NEED FOR ENTERPRISE SOLUTIONS TO STREAMLINE BUSINESS OPERATIONS FOR BETTER CUSTOMER EXPERIENCE
5.4.1.3 SURGING DEMAND FOR CLOUD-BASED NLP SOLUTIONS TO REDUCE OVERALL COSTS AND ENHANCE SCALABILITY
5.4.1.4 GREATER URGE FOR PREDICTIVE ANALYTICS TO REDUCE RISKS AND IDENTIFY GROWTH OPPORTUNITIES
5.4.2 RESTRAINTS
5.4.2.1 LACK OF CONTEXTUAL UNDERSTANDING LEADING TO AMBIGUITY
5.4.2.2 COMPLEXITIES DUE TO THE USAGE OF CODE-MIXED LANGUAGE WHILE IMPLEMENTING NLP SOLUTIONS
5.4.2.3 LIMITATIONS IN THE DEVELOPMENT OF NLP TECHNOLOGY USING NEURAL NETWORKS THAT MAY RESTRICT THE USAGE OF CLOUD-BASED SERVICES
5.4.3 OPPORTUNITIES
5.4.3.1 SURGE IN THE DEVELOPMENTS OF BIG DATA TECHNOLOGY FOR ACTIONABLE BUSINESS INTELLIGENCE
5.4.3.2 INCREASE IN INVESTMENTS ACROSS HEALTHCARE
5.4.4 CHALLENGES
5.4.4.1 REGULATORY AND PRIVACY CONCERNS OVER DATA SECURITY
5.4.4.2 INTEROPERABILITY AND RELIABILITY ISSUES WHILE DEPLOYING NLP ALGORITHMS
5.4.5 CUMULATIVE GROWTH ANALYSIS
5.5 VALUE CHAIN ANALYSIS
・ FIGURE 28 NATURAL LANGUAGE PROCESSING MARKET: VALUE CHAIN ANALYSIS
5.6 SUPPLY CHAIN ANALYSIS
・ FIGURE 29 NATURAL LANGUAGE PROCESSING MARKET: SUPPLY CHAIN ANALYSIS
・ TABLE 6 NATURAL LANGUAGE PROCESSING MARKET: SUPPLY CHAIN
5.7 CASE STUDY ANALYSIS
5.7.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
5.7.1.1 CASE STUDY 1: NATIONAL BANK OF GREECE TRANSFORMED WITH SAS VIYA ON AZURE
5.7.1.2 CASE STUDY 2: HSBC IMPLEMENTED LIVEPERSON’S CONVERSATIONAL AI SOLUTIONS WITH INTELLIGENT AUTOMATION
5.7.2 HEALTHCARE & LIFE SCIENCES
5.7.2.1 CASE STUDY 3: VALUE-BASED CARE AT ATRIUS HEALTH WITH LINGUAMATICS
5.7.2.2 CASE STUDY 4: HUNTSMAN CANCER INSTITUTE OPTIMIZED RESEARCH WITH LINGUAMATICS NLP PLATFORM
5.7.2.3 CASE STUDY 5: HUMANA, A LEADING HEALTH INSURANCE PROVIDER, REDUCED COSTLY PRE-SERVICE CALLS WITH CONVERSATIONAL AI
5.7.3 IT & ITES
5.7.3.1 CASE STUDY 6: TELENOR ADAPTS TO RAPIDLY CHANGING CUSTOMER EXPECTATIONS USING A HYBRID CLOUD APPROACH
5.7.4 RETAIL & ECOMMERCE
5.7.4.1 CASE STUDY 7: SCHUH STEPPED UP CUSTOMER EXPERIENCE WITH AWS
5.7.5 GOVERNMENT & PUBLIC SECTOR
5.7.5.1 CASE STUDY 8: SMART CITY USES ANALYTICS AND IOT TO PREDICT AND MANAGE FLOOD EVENTS
5.7.6 MEDIA & ENTERTAINMENT
5.7.6.1 CASE STUDY 9: THE ASSOCIATED PRESS USED NLG TO AUTOMATE NCAA DIVISION I MEN’S BASKETBALL PREVIEWS DURING THE 2018 SEASON
5.7.6.2 CASE STUDY 10: YAHOO! SPORTS USES NLG TO PRODUCE OVER 70 MILLION REPORTS AND MATCH RECAPS
5.7.7 TRAVEL & HOSPITALITY
5.7.7.1 CASE STUDY 11: SAS GIVES FOXWOODS RESORT CASINO A HOLISTIC VIEW OF RESORT OPERATIONS
5.8 ECOSYSTEM
・ FIGURE 30 NATURAL LANGUAGE PROCESSING MARKET: ECOSYSTEM
5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF THE NLP MARKET
・ FIGURE 31 NATURAL LANGUAGE PROCESSING MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
5.10 TECHNOLOGY ANALYSIS
5.10.1 ARTIFICIAL INTELLIGENCE
5.10.2 DEEP LEARNING
5.10.3 BIG DATA
5.10.4 BLOCKCHAIN
5.10.5 CYBERSECURITY
5.10.6 IOT
5.11 PATENT ANALYSIS
5.11.1 METHODOLOGY
5.11.2 DOCUMENT TYPE
・ TABLE 7 PATENTS FILED, 2018–2021
5.11.3 INNOVATION AND PATENT APPLICATIONS
・ FIGURE 32 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
5.11.4 TOP APPLICANTS
・ FIGURE 33 TOP 10 PATENT APPLICANTS, 2019–2022
5.12 PORTER’S FIVE FORCES ANALYSIS
・ TABLE 8 IMPACT OF EACH FORCE ON THE NATURAL LANGUAGE PROCESSING MARKET
・ FIGURE 34 PORTER’S FIVE FORCES ANALYSIS
5.12.1 THREAT FROM NEW ENTRANTS
5.12.2 THREAT FROM SUBSTITUTES
5.12.3 BARGAINING POWER OF SUPPLIERS
5.12.4 BARGAINING POWER OF BUYERS
5.12.5 INTENSITY OF COMPETITIVE RIVALRY
5.13 REGULATORY IMPLICATIONS
5.13.1 GENERAL DATA PROTECTION REGULATION
5.13.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.13.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.13.4 SARBANES-OXLEY ACT OF 2002
5.13.5 SOC 2 TYPE II COMPLIANCE
5.13.6 ISO/IEC 27001
5.13.7 THE GRAMM–LEACH–BLILEY ACT
5.13.8 EUROPEAN UNION DATA PROTECTION REGULATION
5.13.9 CAN-SPAM ACT
5.14 TARIFF AND REGULATORY LANDSCAPE
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.15 PRICING ANALYSIS
・ TABLE 14 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION-BASED/PAY-AS-YOU-GO NLP SERVICES
5.16 KEY STAKEHOLDERS & BUYING CRITERIA
5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS
・ FIGURE 35 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
・ TABLE 15 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
5.16.2 BUYING CRITERIA 106
・ FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
・ TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
6 NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT
6.1 INTRODUCTION
6.1.1 COMPONENT: MARKET DRIVERS
・ FIGURE 37 NATURAL LANGUAGE PROCESSING SOLUTIONS TO BE A LARGER MARKET DURING THE FORECAST PERIOD
・ TABLE 17 NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 18 NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
6.2 SOLUTIONS
・ TABLE 19 NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 20 NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 21 NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 22 NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
6.2.1 PLATFORMS
・ TABLE 23 NATURAL LANGUAGE PROCESSING PLATFORMS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 24 NATURAL LANGUAGE PROCESSING PLATFORMS MARKET, BY REGION, 2022–2027 (USD MILLION)
6.2.2 SOFTWARE TOOLS
・ TABLE 25 NATURAL LANGUAGE PROCESSING SOFTWARE TOOLS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 26 NATURAL LANGUAGE PROCESSING SOFTWARE TOOLS MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3 SERVICES
・ FIGURE 38 MANAGED SERVICES TO RECORD HIGHER CAGR DURING FORECAST PERIOD
・ TABLE 27 NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 28 NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
6.3.1 PROFESSIONAL SERVICES
・ FIGURE 39 TRAINING & CONSULTING SERVICES TO BE FASTEST-GROWING DURING FORECAST PERIOD
・ TABLE 29 PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 30 PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 31 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 32 PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.1.1 TRAINING & CONSULTING
・ TABLE 33 NATURAL LANGUAGE PROCESSING TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 34 NATURAL LANGUAGE PROCESSING TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.1.2 SYSTEM INTEGRATION & IMPLEMENTATION
・ TABLE 35 NATURAL LANGUAGE PROCESSING SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 36 NATURAL LANGUAGE PROCESSING SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.1.3 SUPPORT & MAINTENANCE
・ TABLE 37 NATURAL LANGUAGE PROCESSING SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 38 NATURAL LANGUAGE PROCESSING SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022–2027(USD MILLION)
6.3.2 MANAGED SERVICES 119
・ TABLE 39 MANAGED NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 40 MANAGED NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2022–2027(USD MILLION)
7 NATURAL LANGUAGE PROCESSING MARKET, BY TYPE
7.1 INTRODUCTION
7.1.1 TYPE: MARKET DRIVERS
・ FIGURE 40 HYBRID NATURAL LANGUAGE PROCESSING TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
・ TABLE 41 NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 42 NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
7.2 RULE-BASED
・ TABLE 43 RULED-BASED NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 44 RULED-BASED NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION)
7.3 STATISTICAL
・ TABLE 45 STATISTICAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 46 STATISTICAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION)
7.4 HYBRID
・ TABLE 47 HYBRID NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 48 HYBRID NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION)
8 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE
8.1 INTRODUCTION
8.1.1 DEPLOYMENT MODE: MARKET DRIVERS
・ FIGURE 41 ON-PREMISE DEPLOYMENT TO EXPERIENCE HIGHER CAGR DURING FORECAST PERIOD
・ TABLE 49 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 50 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
8.2 ON-PREMISES
・ TABLE 51 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 52 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2022–2027 (USD MILLION)
8.3 CLOUD
・ TABLE 53 CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 54 CLOUD DEPLOYMENT MARKET, BY REGION, 2022–2027 (USD MILLION)
9 NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE
9.1 INTRODUCTION
9.1.1 ORGANIZATION SIZE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
・ FIGURE 42 SMALL & MEDIUM-SIZED ENTERPRISES TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
・ TABLE 55 NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 56 NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
9.2 SMALL & MEDIUM-SIZED ENTERPRISES
・ TABLE 57 SMALL & MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 58 SMALL & MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION)
9.3 LARGE ENTERPRISES
・ TABLE 59 LARGE ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 60 LARGE ENTERPRISES MARKET, BY REGION, 2022–2027(USD MILLION)
10 NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION
10.1 INTRODUCTION
10.1.1 APPLICATION: MARKET DRIVERS
・ FIGURE 43 EMPLOYEE ONBOARDING & RECRUITING TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
・ TABLE 61 NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 62 NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
10.2 CUSTOMER EXPERIENCE MANAGEMENT
・ TABLE 63 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 64 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION)
10.3 VIRTUAL ASSISTANTS/CHATBOTS
・ TABLE 65 VIRTUAL ASSISTANTS/CHATBOTS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 66 VIRTUAL ASSISTANTS/CHATBOTS MARKET, BY REGION, 2022–2027 (USD MILLION)
10.4 SOCIAL MEDIA MONITORING
・ TABLE 67 SOCIAL MEDIA MONITORING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 68 SOCIAL MEDIA MONITORING MARKET, BY REGION, 2022–2027 (USD MILLION)
10.5 SENTIMENT ANALYSIS
・ TABLE 69 SENTIMENT ANALYSIS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 70 SENTIMENT ANALYSIS MARKET, BY REGION, 2022–2027 (USD MILLION)
10.6 TEXT CLASSIFICATION & SUMMARIZATION
・ TABLE 71 TEXT CLASSIFICATION & SUMMARIZATION MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 72 TEXT CLASSIFICATION & SUMMARIZATION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.7 EMPLOYEE ONBOARDING & RECRUITING
・ TABLE 73 EMPLOYEE ONBOARDING & RECRUITING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 74 EMPLOYEE ONBOARDING & RECRUITING MARKET, BY REGION, 2022–2027 (USD MILLION)
10.8 OTHER APPLICATIONS
・ TABLE 75 OTHER APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 76 OTHER APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
11 NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY
11.1 INTRODUCTION
11.1.1 TECHNOLOGY: MARKET DRIVERS
・ FIGURE 44 IMAGE & PATTERN RECOGNITION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
・ TABLE 77 NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 78 NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)
11.2 OPTICAL CHARACTER RECOGNITION
・ TABLE 79 OPTICAL CHARACTER RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 80 OPTICAL CHARACTER RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)
11.3 INTERACTIVE VOICE RESPONSE
・ TABLE 81 INTERACTIVE VOICE RESPONSE MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 82 INTERACTIVE VOICE RESPONSE MARKET, BY REGION, 2022–2027 (USD MILLION)
11.4 AUTO CODING
・ TABLE 83 AUTO CODING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 84 AUTO CODING MARKET, BY REGION, 2022–2027 (USD MILLION)
11.5 TEXT ANALYTICS
・ TABLE 85 TEXT ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 86 TEXT ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION)
11.6 SPEECH ANALYTICS
・ TABLE 87 SPEECH ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 88 SPEECH ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION)
11.7 IMAGE & PATTERN RECOGNITION
・ TABLE 89 IMAGE & PATTERN RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 90 IMAGE & PATTERN RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)
11.8 SIMULATION & MODELING
・ TABLE 91 SIMULATION & MODELING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 92 SIMULATION & MODELING MARKET, BY REGION, 2022–2027 (USD MILLION)
12 NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL
12.1 INTRODUCTION
12.1.1 VERTICAL: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
・ TABLE 93 MAJOR USE CASES, BY VERTICAL
・ FIGURE 45 HEALTHCARE & LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
・ TABLE 94 NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 95 NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
12.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
・ TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 97 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.3 IT & ITES
・ TABLE 98 IT & ITES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 99 IT & ITES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.4 RETAIL & ECOMMERCE
・ TABLE 100 RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 101 RETAIL & ECOMMERCE VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION)
12.5 HEALTHCARE & LIFE SCIENCES
・ TABLE 102 HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 103 HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.6 TRANSPORTATION & LOGISTICS
・ TABLE 104 TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 105 TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.7 GOVERNMENT & PUBLIC SECTOR
・ TABLE 106 GOVERNMENT & PUBLIC SECTOR VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 107 GOVERNMENT & PUBLIC SECTOR VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.8 MEDIA & ENTERTAINMENT
・ TABLE 108 MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 109 MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.9 MANUFACTURING
・ TABLE 110 MANUFACTURING VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 111 MANUFACTURING VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
12.10 OTHER VERTICALS
・ TABLE 112 OTHER VERTICALS MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 113 OTHER VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION)
13 NATURAL LANGUAGE PROCESSING MARKET, BY REGION
13.1 INTRODUCTION
・ FIGURE 46 NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022 VS. 2027 (USD MILLION)
・ FIGURE 47 INDIA TO BE FASTEST-GROWING DURING FORECAST PERIOD
・ TABLE 114 NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016–2021 (USD MILLION)
・ TABLE 115 NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION)
13.2 NORTH AMERICA
13.2.1 NORTH AMERICA: MARKET DRIVERS
13.2.2 NORTH AMERICA: REGULATIONS
13.2.2.1 PERSONAL INFORMATION PROTECTION AND ELECTRONIC DOCUMENTS ACT (PIPEDA)
13.2.2.2 GRAMM–LEACH–BLILEY ACT
13.2.2.3 FEDERAL INFORMATION SECURITY MANAGEMENT ACT
13.2.2.4 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
13.2.2.5 HEALTH LEVEL SEVEN (HL7)
13.2.2.6 OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)
13.2.2.7 CALIFORNIA CONSUMER PRIVACY ACT
・ FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT
・ TABLE 116 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 117 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・ TABLE 118 NORTH AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 119 NORTH AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 120 NORTH AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 121 NORTH AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 122 NORTH AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 123 NORTH AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 124 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 125 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 126 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 127 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
・ TABLE 128 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 129 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
・ TABLE 130 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 131 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 132 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 133 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 134 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 135 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
・ TABLE 136 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
・ TABLE 137 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
13.2.3 US
・ TABLE 138 US: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 139 US: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.2.4 CANADA
・ TABLE 140 CANADA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 141 CANADA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3 EUROPE
13.3.1 EUROPE: MARKET DRIVERS
13.3.2 EUROPE: REGULATIONS
13.3.2.1 EUROPEAN MARKET INFRASTRUCTURE REGULATION
13.3.2.2 GENERAL DATA PROTECTION REGULATION
13.3.2.3 EUROPEAN COMMITTEE FOR STANDARDIZATION
13.3.2.4 EUROPEAN TECHNICAL STANDARDS INSTITUTE
・ TABLE 142 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 143 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・ TABLE 144 EUROPE: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 145 EUROPE: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 146 EUROPE: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 147 EUROPE: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 148 EUROPE: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 149 EUROPE: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 150 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 151 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 152 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 153 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
・ TABLE 154 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 155 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
・ TABLE 156 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 157 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 158 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 159 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 160 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 161 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
・ TABLE 162 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
・ TABLE 163 EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
13.3.3 UK
・ TABLE 164 UK: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 165 UK: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3.4 GERMANY
・ TABLE 166 GERMANY: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 167 GERMANY: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3.5 FRANCE
・ TABLE 168 FRANCE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 169 FRANCE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3.6 SPAIN
・ TABLE 170 SPAIN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 171 SPAIN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3.7 REST OF EUROPE
・ TABLE 172 REST OF EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 173 REST OF EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.4 ASIA PACIFIC
13.4.1 ASIA PACIFIC: MARKET DRIVERS
13.4.2 ASIA PACIFIC: REGULATIONS
13.4.2.1 PRIVACY COMMISSIONER FOR PERSONAL DATA
13.4.2.2 ACT ON THE PROTECTION OF PERSONAL INFORMATION
13.4.2.3 CRITICAL INFORMATION INFRASTRUCTURE
13.4.2.4 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
13.4.2.5 PERSONAL DATA PROTECTION ACT
・ FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT
・ TABLE 174 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 175 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・ TABLE 176 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 177 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 178 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 179 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 180 ASIA PACIFIC: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 181 ASIA PACIFIC: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 182 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 183 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 184 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 185 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
・ TABLE 186 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 187 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
・ TABLE 188 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 189 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 190 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 191 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 192 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 193 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
・ TABLE 194 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY/REGION, 2016–2021 (USD MILLION)
・ TABLE 195 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY/REGION, 2022–2027 (USD MILLION)
13.4.3 CHINA
・ TABLE 196 CHINA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 197 CHINA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.4.4 JAPAN
・ TABLE 198 JAPAN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 199 JAPAN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.4.5 INDIA
・ TABLE 200 INDIA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 201 INDIA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.4.6 ASEAN COUNTRIES 214
・ TABLE 202 ASEAN COUNTRIES: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 203 ASEAN COUNTRIES: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.4.7 REST OF ASIA PACIFIC
・ TABLE 204 REST OF ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 205 REST OF ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.5 MIDDLE EAST & AFRICA
13.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS
13.5.2 MIDDLE EAST & AFRICA: REGULATIONS
13.5.2.1 ISRAELI PRIVACY PROTECTION REGULATIONS (DATA SECURITY), 5777-2017
13.5.2.2 CLOUD COMPUTING FRAMEWORK
13.5.2.3 GDPR APPLICABILITY IN THE KINGDOM OF SAUDI ARABIA (KSA)
13.5.2.4 PROTECTION OF PERSONAL INFORMATION ACT
13.5.2.5 PROTECTION OF PERSONAL INFORMATION (POPI) ACT
・ TABLE 206 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 207 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 218
・ TABLE 208 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 209 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 210 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 211 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 212 MIDDLE EAST & AFRICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 213 MIDDLE EAST & AFRICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 214 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 215 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 216 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 217 MIDDLE & AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
・ TABLE 218 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 219 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
・ TABLE 220 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 221 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 222 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 223 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 224 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 225 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
・ TABLE 226 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 225
・ TABLE 227 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 225
13.5.3 KINGDOM OF SAUDI ARABIA
・ TABLE 228 KSA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 229 KSA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.5.4 UNITED ARAB EMIRATES
・ TABLE 230 UAE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 231 UAE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.5.5 SOUTH AFRICA
・ TABLE 232 SOUTH AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 233 SOUTH AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.5.6 REST OF THE MIDDLE EAST & AFRICA
・ TABLE 234 REST OF MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 235 REST OF MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.6 LATIN AMERICA
13.6.1 LATIN AMERICA: MARKET DRIVERS
13.6.2 LATIN AMERICA: REGULATIONS
13.6.2.1 BRAZIL DATA PROTECTION LAW
・ TABLE 236 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 237 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・ TABLE 238 LATIN AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 239 LATIN AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 240 LATIN AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 241 LATIN AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 242 LATIN AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 243 LATIN AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 244 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016–2021 (USD MILLION)
・ TABLE 245 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 246 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
・ TABLE 247 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
・ TABLE 248 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
・ TABLE 249 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
・ TABLE 250 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
・ TABLE 251 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 252 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)
・ TABLE 253 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
・ TABLE 254 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・ TABLE 255 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
・ TABLE 256 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
・ TABLE 257 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
13.6.3 BRAZIL
・ TABLE 258 BRAZIL: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 259 BRAZIL: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.6.4 MEXICO
・ TABLE 260 MEXICO: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 261 MEXICO: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.6.5 REST OF LATIN AMERICA
・ TABLE 262 REST OF LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・ TABLE 263 REST OF LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
14 COMPETITIVE LANDSCAPE
14.1 OVERVIEW
14.2 KEY PLAYER STRATEGIES
・ TABLE 264 OVERVIEW OF STRATEGIES ADOPTED BY KEY NLP VENDORS
14.3 REVENUE ANALYSIS
14.3.1 HISTORICAL REVENUE ANALYSIS
・ FIGURE 50 HISTORICAL REVENUE ANALYSIS OF TOP FIVE LEADING PLAYERS, 2019–2021 (USD MILLION)
14.4 MARKET SHARE ANALYSIS
・ FIGURE 51 MARKET SHARE ANALYSIS, 2019–2022
・ TABLE 265 NATURAL LANGUAGE PROCESSING MARKET: DEGREE OF COMPETITION
14.5 MARKET EVALUATION FRAMEWORK
・ FIGURE 52 NATURAL LANGUAGE PROCESSING MARKET EVALUATION FRAMEWORK, 2019–2022
14.6 KEY COMPANY EVALUATION QUADRANT
14.6.1 STARS
14.6.2 EMERGING LEADERS
14.6.3 PERVASIVE PLAYERS
14.6.4 PARTICIPANTS
・ FIGURE 53 NATURAL LANGUAGE PROCESSING MARKET: KEY COMPANY EVALUATION QUADRANT, 2022
14.7 KEY PLAYER COMPETITIVE BENCHMARKING
14.7.1 COMPANY PRODUCT FOOTPRINT
・ FIGURE 54 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS
・ FIGURE 55 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS
・ TABLE 266 NATURAL LANGUAGE PROCESSING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
14.8 STARTUP/SME EVALUATION QUADRANT
14.8.1 PROGRESSIVE COMPANIES
14.8.2 RESPONSIVE COMPANIES
14.8.3 DYNAMIC COMPANIES 250
14.8.4 STARTING BLOCKS 250
・ FIGURE 56 NATURAL LANGUAGE PROCESSING MARKET: STARTUP/SME EVALUATION QUADRANT, 2022
14.9 STARTUP/SME COMPETITIVE BENCHMARKING
14.9.1 COMPANY PRODUCT FOOTPRINT
・ FIGURE 57 PRODUCT PORTFOLIO ANALYSIS OF STARTUPS/SMES
・ FIGURE 58 BUSINESS STRATEGY EXCELLENCE OF STARTUPS/SMES
・ TABLE 267 NATURAL LANGUAGE PROCESSING MARKET: COMPETITIVE BENCHMARKING OF STARTUP/SMES
・ TABLE 268 NATURAL LANGUAGE PROCESSING MARKET: DETAILED LIST OF KEY STARTUPS/SMES
14.10 COMPETITIVE SCENARIO AND TRENDS
14.10.1 NEW PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 269 NEW PRODUCT LAUNCHES AND ENHANCEMENTS, AUGUST 2018–JUNE 2022
14.10.2 DEALS
・ TABLE 270 DEALS, FEBRUARY 2019–FEBRUARY 2022
15 COMPANY PROFILES
15.1 INTRODUCTION
15.2 KEY PLAYERS
(BUSINESS OVERVIEW, SOLUTIONS OFFERED, RECENT DEVELOPMENTS, COVID-19-RELATED DEVELOPMENTS, MNM VIEW, KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS)*
15.2.1 IBM
・ TABLE 271 IBM: BUSINESS OVERVIEW
・ FIGURE 59 IBM: COMPANY SNAPSHOT
・ TABLE 272 IBM: SOLUTIONS OFFERED
・ TABLE 273 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 274 IBM: DEALS
15.2.2 MICROSOFT
・ TABLE 275 MICROSOFT: BUSINESS OVERVIEW 265
・ FIGURE 60 MICROSOFT: COMPANY SNAPSHOT 266
・ TABLE 276 MICROSOFT: SOLUTIONS OFFERED 266
・ TABLE 277 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 278 MICROSOFT: DEALS
15.2.3 GOOGLE
・ TABLE 279 GOOGLE: BUSINESS OVERVIEW
・ FIGURE 61 GOOGLE: COMPANY SNAPSHOT
・ TABLE 280 GOOGLE: SOLUTIONS OFFERED
・ TABLE 281 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 282 GOOGLE: DEALS
15.2.4 AWS
・ TABLE 283 AWS: BUSINESS OVERVIEW
・ FIGURE 62 AWS: COMPANY SNAPSHOT
・ TABLE 284 AWS: SOLUTIONS OFFERED
・ TABLE 285 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 286 AWS: DEALS
15.2.5 META
・ TABLE 287 META: BUSINESS OVERVIEW
・ FIGURE 63 META: COMPANY SNAPSHOT
・ TABLE 288 META: SOLUTIONS OFFERED
・ TABLE 289 META: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 290 META: DEALS
15.2.6 3M
・ TABLE 291 3M: BUSINESS OVERVIEW
・ FIGURE 64 3M: COMPANY SNAPSHOT
・ TABLE 292 3M: SOLUTIONS OFFERED
・ TABLE 293 3M: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 294 3M: DEALS
15.2.7 BAIDU
・ TABLE 295 BAIDU: BUSINESS OVERVIEW
・ FIGURE 65 BAIDU: COMPANY SNAPSHOT
・ TABLE 296 BAIDU: SOLUTIONS OFFERED
・ TABLE 297 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 298 BAIDU: DEALS
15.2.8 APPLE
・ TABLE 299 APPLE: BUSINESS OVERVIEW
・ FIGURE 66 APPLE: COMPANY SNAPSHOT
・ TABLE 300 APPLE: SOLUTIONS OFFERED
・ TABLE 301 APPLE: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 302 APPLE: DEALS
15.2.9 SAS INSTITUTE
・ TABLE 303 SAS INSTITUTE: BUSINESS OVERVIEW
・ FIGURE 67 SAS INSTITUTE: COMPANY SNAPSHOT
・ TABLE 304 SAS INSTITUTE: SOLUTIONS OFFERED
・ TABLE 305 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 306 SAS INSTITUTE: DEALS
15.2.10 IQVIA
・ TABLE 307 IQVIA: BUSINESS OVERVIEW
・ FIGURE 68 IQVIA: COMPANY SNAPSHOT
・ TABLE 308 IQVIA: SOLUTIONS OFFERED
・ TABLE 309 IQVIA: PRODUCT LAUNCHES AND ENHANCEMENTS
・ TABLE 310 IQVIA: DEALS
15.2.11 ORACLE
15.2.12 INBENTA
15.2.13 HEALTH FIDELITY 298
15.2.14 LIVEPERSON
15.2.15 SOUNDHOUND
15.2.16 MINDMELD
15.2.17 VERITONE
15.2.18 DOLBEY
15.2.19 AUTOMATED INSIGHTS
15.2.20 BITEXT
15.2.21 CONVERSICA
15.3 STARTUPS/SMES
15.3.1 ADDEPTO
15.3.2 RAGAVERA
15.3.3 OBSERVE.AI
15.3.4 EIGEN TECHNOLOGIES
15.3.5 GNANI.AI
15.3.6 CRAYON DATA
15.3.7 NARRATIVA
15.3.8 DEEPSET
15.3.9 ELLIPSIS HEALTH 310
15.3.10 DHEEYANTRA
*DETAILS ON BUSINESS OVERVIEW, SOLUTIONS OFFERED, RECENT DEVELOPMENTS, COVID-19-RELATED DEVELOPMENTS, MNM VIEW, KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
16 ADJACENT AND RELATED MARKETS
16.1 INTRODUCTION
16.2 CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2026
16.2.1 MARKET DEFINITION 312
16.2.2 MARKET OVERVIEW 312
16.2.2.1 CONVERSATIONAL AI MARKET, BY COMPONENT
・ TABLE 311 CONVERSATIONAL AI MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
・ TABLE 312 CONVERSATIONAL AI MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
16.2.2.2 CONVERSATIONAL AI MARKET, BY TYPE
・ TABLE 313 CONVERSATIONAL AI MARKET, BY TYPE, 2016–2020 (USD MILLION)
・ TABLE 314 CONVERSATIONAL AI MARKET, BY TYPE, 2021–2026 (USD MILLION)
16.2.2.3 CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE
・ TABLE 315 CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
・ TABLE 316 CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
16.2.2.4 CONVERSATIONAL AI MARKET, BY ORGANIZATION SIZE
・ TABLE 317 CONVERSATIONAL AI MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・ TABLE 318 CONVERSATIONAL AI MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
16.2.2.5 CONVERSATIONAL AI MARKET, BY MODE OF INTEGRATION
・ TABLE 319 CONVERSATIONAL AI MARKET, BY MODE OF INTEGRATION, 2016–2020 (USD MILLION)
・ TABLE 320 CONVERSATIONAL AI MARKET, BY MODE OF INTEGRATION, 2021–2026 (USD MILLION)
16.2.2.6 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION
・ TABLE 321 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
・ TABLE 322 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
16.2.2.7 CONVERSATIONAL AI MARKET, BY VERTICAL
・ TABLE 323 CONVERSATIONAL AI MARKET, BY VERTICAL, 2016–2020 (USD MILLION)
・ TABLE 324 CONVERSATIONAL AI MARKET, BY VERTICAL, 2021–2026 (USD MILLION)
16.2.2.8 CONVERSATIONAL AI MARKET, BY REGION
・ TABLE 325 CONVERSATIONAL AI MARKET, BY REGION, 2016–2020 (USD MILLION)
・ TABLE 326 CONVERSATIONAL AI MARKET, BY REGION, 2021–2026 (USD MILLION)
16.3 CHATBOT MARKET - GLOBAL FORECAST TO 2026
16.3.1 MARKET DEFINITION 318
16.3.2 MARKET OVERVIEW 318
16.3.2.1 CHATBOT MARKET, BY COMPONENT
・ TABLE 327 CHATBOT MARKET, BY COMPONENT, 2015–2019 (USD MILLION)
・ TABLE 328 CHATBOT MARKET, BY COMPONENT, 2020–2026 (USD MILLION)
16.3.2.2 CHATBOT MARKET, BY TYPE
・ TABLE 329 CHATBOT MARKET, BY TYPE, 2015–2019 (USD MILLION)
・ TABLE 330 CHATBOT MARKET, BY TYPE, 2020–2026 (USD MILLION)
16.3.2.3 CHATBOT MARKET, BY DEPLOYMENT MODE
・ TABLE 331 CHATBOT MARKET, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
・ TABLE 332 CHATBOT MARKET, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
16.3.2.4 CHATBOT MARKET, BY CHANNEL INTEGRATION
・ TABLE 333 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2015–2019 (USD MILLION)
・ TABLE 334 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2020–2026 (USD MILLION)
16.3.2.5 CHATBOT MARKET, BY BUSINESS FUNCTION
・ TABLE 335 CHATBOT MARKET, BY BUSINESS FUNCTION, 2015–2019 (USD MILLION)
・ TABLE 336 CHATBOT MARKET, BY BUSINESS FUNCTION, 2020–2026 (USD MILLION)
16.3.2.6 CHATBOT MARKET, BY APPLICATION
・ TABLE 337 CHATBOT MARKET, BY APPLICATION, 2015–2019 (USD MILLION)
・ TABLE 338 CHATBOT MARKET, BY APPLICATION, 2020–2026 (USD MILLION)
16.3.2.7 CHATBOT MARKET, BY VERTICAL
・ TABLE 339 CHATBOT MARKET, BY VERTICAL, 2015–2019 (USD MILLION)
・ TABLE 340 CHATBOT MARKET, BY VERTICAL, 2020–2026 (USD MILLION)
16.3.2.8 CHATBOT MARKET, BY REGION
・ TABLE 341 CHATBOT MARKET, BY REGION, 2015–2019 (USD MILLION)
・ TABLE 342 CHATBOT MARKET, BY REGION, 2020–2026 (USD MILLION)
17 APPENDIX
17.1 INDUSTRY EXPERTS
17.2 DISCUSSION GUIDE
17.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
17.4 AVAILABLE CUSTOMIZATIONS
17.5 RELATED REPORTS
17.6 AUTHOR DETAILS