Savory Ingredients Market

Savory Ingredients Market by Ingredient Type (Monosodium Glutamate, Yeast Extracts, HVPS, HAPs, Nucleotides), Form (Powder, Liquid), Origin (Natural, & Synthetic), Application (Food, Feed) and Region - Global Forecast to 2029

Report Code: FB 2604 Apr, 2024, by marketsandmarkets.com

[417 Pages Report] The global savory ingredients market is on a trajectory of significant expansion, with an estimated value projected to reach USD 12.1 billion by 2029 from the 2024 valuation of USD 9.4 billion, displaying a promising Compound Annual Growth Rate (CAGR) of 5.2%. The demand for savory ingredient demand is rising sharply due to several important variables that are reshaping the industry. The demand for savory ingredients is being driven by a shift in consumer preferences towards rich, delicious foods. A wide variety of savory ingredients are required for a variety of food categories as consumers seek out items with rich taste profiles, fragrant flavors, and pleasant textures.

Furthermore, the growing demand for savory ingredients is being fueled by the growing acceptance of snacking culture, especially in cities. As hectic lifestyles become the norm, customers are choosing portable, easy-to-carry snacks that are satisfying and tasty. The demand for savory flavorings, and seasonings has surged as a result of this trend in the consumption of savory snacks such as chips, crackers, and nuts.

Moreover, consumers' culinary horizons are being broadened by globalization and cultural exchange, which is fostering a rising appreciation for a variety of foreign flavors. Savory ingredients that can develop real flavors from throughout the world are in higher demand as customers get increasingly creative with their culinary selections. This comprises ingredients that give foods influenced by different cultures depth and complexity, such as marinades, sauces, and spices.

In addition, the need for savory ingredients is being fueled by the food service sector's expansion, which includes QSR (quick-service restaurants), cafes, and restaurants. A broad range of savory ingredients is required to make dishes that are tempting and delectable since food service operations are continuously coming up with new menu items and innovations to meet the changing preferences of their guests.

Savory Ingredients Market

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Savory Ingredients Market Opportunities

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Market Dynamics

Drivers:Increasing popularity of convenience food products

The market for savory ingredients is expanding due to the growing demand for convenience food products. Consumers are increasingly choosing ready-to-eat meals that are handy as their lives become more hectic and time-constrained. Demand for packaged foods, ready-to-eat meals, and snacks has increased as a result of this change in consumer behavior. These products mainly rely on savory ingredients to enhance flavor. Because they enhance the flavor profiles of convenience food products with depth, richness, and complexity, savory ingredients are essential to their creation. Savory components including seasonings, condiments, flavor enhancers, and chips and crackers are crucial elements that contribute to the flavor of a variety of foods, including frozen dinners, frozen snacks, and instant noodles.

Moreover, the convenience food sector continues to innovate and diversify, introducing new product offerings and flavor variations to cater to changing consumer preferences. This constant innovation drives the demand for a wide range of savory ingredients, as manufacturers seek to differentiate their products and capture market share in this competitive landscape.

Restraints: Stringent regulations on international quality standards

One of the primary obstacles resulting from strict rules is the load of compliance that savory ingredient suppliers and manufacturers bear. It is frequently necessary to make large investments in testing, paperwork, and research to comply with complex regulatory requirements and show that the product meets international quality standards. This may lead to higher manufacturing costs and administrative hassles, especially for smaller market participants who might not have the means and know-how to successfully negotiate the regulatory environment.

Furthermore, stringent regulations act as a barrier to entry for new market entrants, limiting competition and innovation within the savory ingredients market. Small-scale producers may find it challenging to meet the rigorous requirements for quality assurance and certification, thereby hindering their ability to penetrate new markets or expand their product offerings.

Opportunities: Rising demand for natural and healthy flavor ingredients

The market for savory ingredients has a lot of potential due to the growing desire for natural and healthful flavor ingredients. There is a growing demand for food products created with clean-label ingredients, devoid of artificial additives, preservatives, and flavorings, as people place a higher priority on their health and wellness.

Herbs, spices, fruits, and vegetables are examples of natural, savory items that are well-positioned to benefit from this trend. These natural flavor enhancers offer food goods nutritional advantages, a clean label appeal, and depth and complexity. Herbs like basil, thyme, and rosemary, for instance, are valued not only for their aromatic qualities but also for their health benefits like antioxidant activities.

Savory substances that can replace conventional salt-based flavorings are in greater demand as a result of growing awareness of the health hazards linked to excessive sodium intake. Seaweed-based spices, soy sauce, and yeast extracts are examples of umami-rich ingredients that can improve taste perception while lowering the overall sodium level of food products, making them desirable choices for health-conscious consumers.

Challenges: Consumer awareness about the ill effects of flavor enhancers

Savory ingredients pose a big challenge to consumer awareness of the negative consequences of flavor enhancers. Customers are paying more attention to the ingredients listed in food goods as worries about the possible health dangers linked to some artificial flavorings and chemicals grow.

A primary obstacle arising from consumer consciousness is the belief that savory products that incorporate artificial flavor enhancers are unhealthy or may be hazardous. Certain ingredients, including monosodium glutamate (MSG), have come under fire and unfavorable press since some people have reported experiencing allergic responses, nausea, and headaches. The market for savory ingredients that rely on artificial flavor enhancers has been impacted by customers' unwillingness to purchase products containing these chemicals as a result of their increased awareness.

Market Ecosystem

Top Companies in Savory Ingredients Market

Powder, By Form, Accounted For The Highest Market Share Among Form Segment In 2023.

The powder form segment's popularity can be attributed to its versatility and convenience. Savory ingredients in powder form are easier to handle, store, and transport than in liquid or paste form. Because of this, they are excellent choices for a broad variety of uses in many cuisine categories, such as seasonings, snacks, soups, sauces, and prepared meals. Additionally, the powdered form ensures uniform flavor distribution and improves the finished product's overall sensory experience by enabling exact measurement and constant dispersion. Moreover, powdered savory ingredients frequently have better stability and longer shelf life, which makes them perfect for long-term preservation and storage.

Additionally, businesses can build individual flavor profiles and modify products to fit market trends and specific consumer preferences by using the powdered form, which enables flexibility in formulation. Powdered savory ingredients offer a flexible canvas for culinary creativity and product uniqueness, whether it's enhancing the umami taste of snacks or adding richness to culinary creations. Thus, as consumer demand for flavorful and convenient food products continues to rise, powdered savory ingredients are poised to maintain their leading position within the market, driving innovation and growth in the years to come.

Synthetic, By Origin, Accounted For The Highest Market Share Among Origin Segment In 2023.

When compared to natural alternatives, synthetic savory ingredients frequently show improved stability and shelf life. Because of the exact control over production processes, toxins, and impurities may be eliminated, giving ingredients a longer shelf life and a lower chance of spoiling. This increased stability is especially useful for producers of shelf-stable goods including seasonings, snacks, and packaged foods.

Furthermore, producers can benefit from lower costs and more efficient production with synthetic savory ingredients. Synthetic flavor ingredients are a more affordable option for large-scale production since they can be obtained in bulk at a lower cost than natural components. Furthermore, synthetic ingredients enable more flexibility and customization in product development by being adapted to certain flavor profiles and uses. Thus, from savory snacks and convenience foods to sauces, seasonings, and ready-to-eat meals, synthetic ingredients play a vital role in enhancing flavor and texture across diverse food categories.

Asia Pacific Is The Fastest-Growing Market For Savory Ingredients Among The Regions.

Due to the region's fast population growth, rising rates of urbanization, and rising disposable incomes, a growing consumer base with shifting tastes and preferences is produced. The desire for quick and tasty food options, such as savory snacks, ready-to-eat meals, and packaged goods that use savory ingredients to enhance flavor, is rising as urbanization and fast-paced lives increase.

Savory ingredients are in high demand due to Asia Pacific's diverse cultures and rich culinary legacy. East Asian cuisines are subtle and savory, whereas Southeast Asian cuisines are robust and spicy. The region offers a wide variety of cuisines, flavors, and ingredients. Due to consumer curiosity and experimentation sparked by this diversity, there is a growing demand for a broad range of savory ingredients, including sauces, seasonings, and spices, to make dishes that are authentic and full of flavor.

In addition, the market for savory ingredients is developing in Asia Pacific due to the growing popularity of international cuisines and the adoption of Western eating habits. Savory ingredients used in Western-style entrees, snacks, and convenience foods are in greater demand as global culinary trends impact consumer preferences. This presents chances for suppliers and manufacturers to launch products catering to regional tastes.

North American Savory Ingredients Market Size, and Share

Key Market Players

The key players in this market include Kerry Group plc. (Ireland), Ajinomoto Co., Inc. (Japan), Givaudan (Switzerland), Ingredion (US), Sensient Technologies Corporation (US), Symrise (Germany), Associated British Foods Plc (UK), ADM (US), DSM (Netherlands), Tate & Lyle (UK), Cargill, Incorporated (US), Novozymes (Denmark) and Corbion (Netherlands)

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Scope of the Report

:

Report Metric

Details

Market size estimation

2024–2029

Base year considered

2023

Forecast period considered

2024–2029

Units considered

Value (USD), Volume (KT)

Segments Covered

By Ingredient Type, Origin, Form, Application, and Region

Regions covered

North America, Europe, Asia Pacific, South America, and RoW

Companies studied

  • Kerry Group plc. (Ireland)
  • Ajinomoto Co., Inc. (Japan)
  • Givaudan (Switzerland)
  • Ingredion Incorporated. (Us)
  • Sensient Technologies Corporation (US)
  • Symrise (Germany)
  • Associated British Foods plc (UK)
  • ADM (US)
  • DSM (Netherlands)
  • Cargill, Incorporated (US)
  • Tate & Lyle (UK)
  • Novozymes A/S (
  • Corbion (Netherlands)
  • Lesaffre (France)
  • AngelYeast Co., Ltd. (China)
  • Synergy Flavors (US)
  • Roquette Freres (France)
  • Mane SA (France)
  • Vedan International (Holdings) Limited. (Hong Kong)
  • Foodchem International (China)
  • Vinayak Corporation (India)
  • CP Ingredients (Ireland)
  • Meihua Holdings Group Co., Ltd. (China)
  • Brookside Flavors & Ingredients (US)
  • Grain Processing Corporation (US)

This research report categorizes the savory ingredients market, based on ingredient type, form, origin, application, and region.

Target Audience

  • Savory Ingredients Manufacturers
  • Meat Producers
  • Processed Meat Manufacturers
  • Government Agencies (related to food safety and regulations such as FDA, EFSA, and FSSAI)

Savory Ingredients Market:

By Ingredient type
  • Yeast Extracts
  • Hydrolyzed Vegetable Proteins
  • Hydrolyzed Animal Proteins
  • Monosodium Glutamate
  • Nucleotides
  • Other Ingredient Types
By Origin
  • Natural
  • Synthetic  
By Form
  • Powder
  • Liquid
  • Other Forms
By Application
  • Food & Beverages
    • Snacks
    • Soups & Sauces
    • Prepared Meals
    • Processed Meats
    • Convenience Foods
    • Other Food & Beverages
  • Pharmaceuticals
  • Feed
  • Other Applications
By Region
  • North America
  • Europex
  • Asia-Pacific
  • South America
  • Rest of the World (RoW)

Recent Developments

  • In January 2024, Ohly revealed ambitious modernization and expansion strategies for its production facilities, showcasing a strong dedication to sustainability and expansion. This strategic initiative not only boosts Ohly's competitive edge but also establishes the company as a frontrunner in sustainable innovation within the savory ingredients sector.
  • In August 2023, Kerry Group plc completed the acquisition of Orchard Food for a sum exceeding $100 million, with the possibility of additional payments totaling up to $100 million over the next three years, subject to meeting predefined performance benchmarks. This purchase is in line with Kerry's continued strategy to strengthen its foothold in China and enhance its standing in the worldwide savory taste markets.
  • In July 2021, Sensient Technologies Corporation announced the acquisition of Flavor Solutions, Inc., poised to substantially influence Sensient's standing in the savory ingredients market. Through the integration of Flavor Solutions' assets into its portfolio, Sensient is now positioned to provide an expanded array of flavors and flavor technologies to the food, beverage, and nutraceutical industries.

Frequently Asked Questions (FAQ):

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TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 50)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 STUDY SCOPE 
           1.3.1 MARKET SEGMENTATION
                    TABLE 1 CONVERSATIONAL AI MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
    1.4 YEARS CONSIDERED 
    1.5 CURRENCY CONSIDERED 
           TABLE 2 USD EXCHANGE RATES, 2019–2023
    1.6 STAKEHOLDERS 
    1.7 SUMMARY OF CHANGES 
           1.7.1 RECESSION IMPACT
 
2 RESEARCH METHODOLOGY (Page No. - 56)
    2.1 RESEARCH DATA 
           FIGURE 1 CONVERSATIONAL AI MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    TABLE 3 PRIMARY INTERVIEWS
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key insights from industry experts
    2.2 DATA TRIANGULATION 
           FIGURE 2 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION 
           FIGURE 3 CONVERSATIONAL AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 4 APPROACH 1, BOTTOM-UP (SUPPLY SIDE): REVENUE FROM SOFTWARE/SERVICES OF CONVERSATIONAL AI MARKET
                    FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF CONVERSATIONAL AI MARKET
                    FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF CONVERSATIONAL AI MARKET
                    FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF CONVERSATIONAL AI THROUGH OVERALL DIGITAL SOLUTIONS SPENDING
    2.4 MARKET FORECAST 
           TABLE 4 FACTOR ANALYSIS
    2.5 RESEARCH ASSUMPTIONS 
    2.6 RISK ASSESSMENT 
    2.7 LIMITATIONS 
    2.8 IMPACT OF RECESSION ON CONVERSATIONAL AI MARKET 
           TABLE 5 IMPACT OF RECESSION ON GLOBAL CONVERSATIONAL AI MARKET
 
3 EXECUTIVE SUMMARY (Page No. - 71)
    TABLE 6 GLOBAL CONVERSATIONAL AI MARKET SIZE AND GROWTH RATE,  2019–2023 (USD MILLION, Y-O-Y) 
    TABLE 7 GLOBAL CONVERSATIONAL AI MARKET SIZE AND GROWTH RATE,  2024–2030 (USD MILLION, Y-O-Y) 
    FIGURE 8 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 
    FIGURE 9 NLP TECHNOLOGY TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 10 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 
    FIGURE 11 TEXT SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 12 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 
    FIGURE 13 INTEGRATION & DEPLOYMENT SERVICES SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 14 AI CHATBOTS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 
    FIGURE 15 INTERNAL INTEGRATION MODE SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 16 SALES & MARKETING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 17 CONTACT CENTER AUTOMATION SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 18 VIRTUAL FINANCIAL ADVISORS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 19 WORKFLOW OPTIMIZATION SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 20 EMPLOYEE ENGAGEMENT & ONBOARDING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 21 INCIDENT MANAGEMENT SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 
    FIGURE 22 EDUCATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 
    FIGURE 23 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 
 
4 PREMIUM INSIGHTS (Page No. - 82)
    4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN CONVERSATIONAL AI MARKET 
           FIGURE 24 INCREASING INTEGRATION OF AI CHATBOTS ACROSS MESSAGING SERVICES FOR BETTER CUSTOMER SUPPORT TO DRIVE MARKET
    4.2 CONVERSATIONAL AI MARKET: TOP THREE BUSINESS FUNCTIONS 
           FIGURE 25 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    4.3 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING AND INTEGRATION MODE 
           FIGURE 26 SOFTWARE AND INTERNAL SEGMENTS TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2024
    4.4 CONVERSATIONAL AI MARKET: BY REGION 
           FIGURE 27 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024
 
5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 84)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 28 CONVERSATIONAL AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Increasing integration of AI chatbots in messaging services
                    5.2.1.2 Growing use of AI-based customer services
                    5.2.1.3 Omnichannel deployment and reduced chatbot development cost
                    5.2.1.4 Growing focus on customer engagement and retention
                    5.2.1.5 Rising demand to implement AI-powered digital experience across government sector
           5.2.2 RESTRAINTS
                    5.2.2.1 Lack of awareness regarding benefits of conversational AI
                    5.2.2.2 Vulnerability to privacy and security breaches
                    5.2.2.3 Limitations of voice authentication
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Integration of computer vision with voice recognition technology to facilitate in-depth and personalized interactions
                    5.2.3.2 Emergence of generative AI
           5.2.4 CHALLENGES
                    5.2.4.1 Lack of accuracy in chatbots and virtual assistants
                    5.2.4.2 Apprehensiveness about disclosing personal or sensitive information
                    5.2.4.3 Lack of precision in resolving queries
                    5.2.4.4 Inability to recognize customer intent and behavior
    5.3 EVOLUTION OF CONVERSATIONAL AI MARKET 
           FIGURE 29 CONVERSATIONAL AI MARKET: EVOLUTION
    5.4 CONVERSATIONAL AI MARKET ARCHITECTURE 
           FIGURE 30 CONVERSATIONAL AI MARKET: ARCHITECTURE
    5.5 SUPPLY CHAIN ANALYSIS 
           FIGURE 31 CONVERSATIONAL AI MARKET: SUPPLY CHAIN ANALYSIS
    5.6 ECOSYSTEM/MARKET MAP 
           TABLE 8 CONVERSATIONAL AI MARKET: ECOSYSTEM
           FIGURE 32 KEY PLAYERS IN CONVERSATIONAL AI MARKET ECOSYSTEM
           5.6.1 PLATFORM PROVIDERS
           5.6.2 SOFTWARE PROVIDERS
           5.6.3 SERVICE PROVIDERS
           5.6.4 CLOUD SERVICE PROVIDERS
           5.6.5 END USERS
           5.6.6 REGULATORY BODIES
    5.7 CASE STUDY ANALYSIS 
           5.7.1 HUMANA REDUCED COSTLY PRE-SERVICE CALLS AND IMPROVED CUSTOMER EXPERIENCE WITH IBM WATSONX
           5.7.2 CITY OF JOHNS CREEK AUTOMATED 24/7 CONTACT CENTER AND REDUCED AFTER-HOURS VOICEMAILS WITH AMAZON LEX
           5.7.3 JIO PARTNERED WITH HAPTIK TO DEVELOP WHATSAPP CHATBOT TO DELIVER SWIFT RESPONSES TO CUSTOMER QUERIES AND ENHANCE CUSTOMER EXPERIENCE
           5.7.4 CHIME FINANCIAL USED TWILIO PROGRAMMABLE MESSAGING AND TWILIO STUDIO TO DELIVER PERSONALIZED SUPPORT EXPERIENCE
           5.7.5 LEADING US SATELLITE TV PROVIDER RESOLVED 60% OF CUSTOMER QUERIES BY DEPLOYING [24]7 ENGAGEMENT CLOUD PLATFORM
    5.8 TECHNOLOGY ANALYSIS 
           5.8.1 KEY TECHNOLOGIES
                    5.8.1.1 AI/ML
                    5.8.1.2 NLP & deep learning
                    5.8.1.3 Speech recognition
           5.8.2 COMPLEMENTARY TECHNOLOGIES
                    5.8.2.1 Data analytics
                    5.8.2.2 Cloud computing
           5.8.3 ADJACENT TECHNOLOGIES
                    5.8.3.1 AR/VR
                    5.8.3.2 IoT
                    5.8.3.3 Blockchain
                    5.8.3.4 Edge computing
                    5.8.3.5 Voice biometrics
    5.9 REGULATORY LANDSCAPE 
           5.9.1 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
                    5.9.1.1 North America
                               5.9.1.1.1 General Data Protection Regulation (GDPR)
                               5.9.1.1.2 California Consumer Privacy Act (CCPA)
                               5.9.1.1.3 Health Insurance Portability and Accountability Act (HIPAA)
                    5.9.1.2 Europe
                               5.9.1.2.1 General Data Protection Regulation (GDPR)
                               5.9.1.2.2 Audiovisual Media Services Directive (AVMSD)
                               5.9.1.2.3 ePrivacy directive
                    5.9.1.3 Asia Pacific
                               5.9.1.3.1 Act on Protection of Personal Information (APPI)
                               5.9.1.3.2 Telecommunications business law
                    5.9.1.4 Middle East & Africa
                               5.9.1.4.1 Consumer protection regulations
                    5.9.1.5 Latin America
                               5.9.1.5.1 Telecommunications laws
    5.10 PATENT ANALYSIS 
           5.10.1 METHODOLOGY
           5.10.2 PATENTS FILED, BY DOCUMENT TYPE
                    TABLE 14 PATENTS FILED, 2013–2023
           5.10.3 INNOVATION AND PATENT APPLICATIONS
                    FIGURE 33 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
                    5.10.3.1 Top 10 patent applicants in conversational AI market
                               FIGURE 34 TOP 10 APPLICANTS IN CONVERSATIONAL AI MARKET, 2013–2023
                               TABLE 15 TOP 20 PATENT OWNERS IN CONVERSATIONAL AI MARKET, 2013–2023
                               TABLE 16 LIST OF PATENTS GRANTED IN CONVERSATIONAL AI MARKET, 2022–2023
                               FIGURE 35 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
    5.11 PRICING ANALYSIS 
           5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS: TOP THREE APPLICATIONS
                    FIGURE 36 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, TOP THREE APPLICATIONS (USD/YEAR)
                    TABLE 17 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION
           5.11.2 INDICATIVE PRICING ANALYSIS, BY OFFERING
                    TABLE 18 INDICATIVE PRICING LEVELS OF CONVERSATIONAL AI SOFTWARE, BY OFFERING
    5.12 KEY CONFERENCES & EVENTS 
                    TABLE 19 CONVERSATIONAL AI MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025
    5.13 PORTER’S FIVE FORCES ANALYSIS 
                    TABLE 20 PORTER’S FIVE FORCES’ IMPACT ON CONVERSATIONAL AI MARKET
                    FIGURE 37 PORTER’S FIVE FORCES ANALYSIS: CONVERSATIONAL AI MARKET
           5.13.1 THREAT OF NEW ENTRANTS
           5.13.2 THREAT OF SUBSTITUTES
           5.13.3 BARGAINING POWER OF SUPPLIERS
           5.13.4 BARGAINING POWER OF BUYERS
           5.13.5 INTENSITY OF COMPETITIVE RIVALRY
    5.14 INVESTMENT LANDSCAPE AND FUNDING SCENARIO 
                    FIGURE 38 CONVERSATIONAL AI MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
    5.15 CONVERSATIONAL AI BUSINESS MODELS 
           5.15.1 SUBSCRIPTION-BASED MODEL
           5.15.2 PAY-PER-USE MODEL
           5.15.3 LICENSING AND PERPETUAL SOFTWARE MODEL
           5.15.4 CUSTOM DEVELOPMENT AND CONSULTATION MODEL
           5.15.5 TRANSACTIONAL MODEL
           5.15.6 PARTNERSHIP AND REVENUE SHARING MODEL
    5.16 CONVERSATIONAL AI MARKET: BEST PRACTICES 
           5.16.1 DESIGN AND USER EXPERIENCE
           5.16.2 TRAINING AND OPTIMIZATION
           5.16.3 SECURITY AND COMPLIANCE
           5.16.4 INTEGRATION AND SCALABILITY
    5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 
                    FIGURE 39 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    5.18 KEY STAKEHOLDERS & BUYING CRITERIA 
           5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 40 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
                    TABLE 21 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
           5.18.2 BUYING CRITERIA
                    FIGURE 41 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
                    TABLE 22 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
 
6 CONVERSATIONAL AI MARKET, BY OFFERING (Page No. - 131)
    6.1 INTRODUCTION 
           6.1.1 OFFERINGS: CONVERSATIONAL AI MARKET DRIVERS
                    FIGURE 42 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 23 CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                    TABLE 24 CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
    6.2 SOFTWARE 
           6.2.1 SOFTWARE BY TECHNOLOGY
                    FIGURE 43 MACHINE LEARNING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 25 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
                    TABLE 26 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
                    6.2.1.1 ML
                               6.2.1.1.1 Integration of advanced ML algorithms to help engage in human-like conversations, understand natural language inputs, and deliver personalized responses
                               TABLE 27 MACHINE LEARNING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 28 MACHINE LEARNING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
                               6.2.1.1.2 Supervised learning
                               6.2.1.1.3 Unsupervised learning
                               6.2.1.1.4 RL
                    6.2.1.2 NLP
                               6.2.1.2.1 NLP-based conversational AI software to leverage sophisticated algorithms to comprehend and generate human language
                               TABLE 29 NATURAL LANGUAGE PROCESSING: CONVERSATIONAL AI SOFTWARE MARKET,  BY REGION, 2019–2023 (USD MILLION)
                               TABLE 30 NATURAL LANGUAGE PROCESSING: CONVERSATIONAL AI SOFTWARE MARKET,  BY REGION, 2024–2030 (USD MILLION)
                               6.2.1.2.2 Lexical analysis
                               6.2.1.2.3 Syntax & semantic analysis
                               6.2.1.2.4 Sentiment analysis
                               6.2.1.2.5 Output transformation
                    6.2.1.3 ASR
                               6.2.1.3.1 Transformer-based architectures to help enhance boundaries of ASR performance and enable better recognition of accents, dialects, and contextual nuances
                               TABLE 31 AUTOMATIC SPEECH RECOGNITION: CONVERSATIONAL AI SOFTWARE MARKET,  BY REGION, 2019–2023 (USD MILLION)
                               TABLE 32 AUTOMATIC SPEECH RECOGNITION: CONVERSATIONAL AI SOFTWARE MARKET,  BY REGION, 2024–2030 (USD MILLION)
                               6.2.1.3.2 STT conversions
                               6.2.1.3.3 VAD
                               6.2.1.3.4 Speaker diarization
                               6.2.1.3.5 Acoustic & language modeling
                    6.2.1.4 Data mining
                               6.2.1.4.1 Need for data-driven insights and advanced analytical tools to enhance customer experience to foster market growth
                               TABLE 33 DATA MINING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 34 DATA MINING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
           6.2.2 SOFTWARE BY MODALITY
                    FIGURE 44 SPEECH SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 35 CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
                    TABLE 36 CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
                    6.2.2.1 Text
                               6.2.2.1.1 Text-based software to comprehend and respond to user queries or commands and facilitate seamless communication by interpreting messages
                               TABLE 37 TEXT: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 38 TEXT: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
                    6.2.2.2 Speech
                               6.2.2.2.1 Speech-based software leverages voice input and output mechanisms to enable conversational interactions
                               TABLE 39 SPEECH: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 40 SPEECH: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
                    6.2.2.3 Multimodal
                               6.2.2.3.1 Sophisticated systems to integrate NLP and speech recognition capabilities to comprehend and respond to multimodal inputs
                               TABLE 41 MULTIMODAL: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 42 MULTIMODAL: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
           6.2.3 DEPLOYMENT MODE
                    FIGURE 45 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 43 CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE,  2019–2023 (USD MILLION)
                    TABLE 44 CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
                    6.2.3.1 On-premises
                               6.2.3.1.1 On-premises deployment to help enterprises seek maximum control, security, and compliance over conversational AI deployments
                               TABLE 45 ON-PREMISES: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 46 ON-PREMISES: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
                    6.2.3.2 Cloud
                               6.2.3.2.1 Need for scalability, flexibility, and cost-effectiveness to fuel demand for cloud deployment of conversational AI
                               TABLE 47 CLOUD: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 48 CLOUD: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION,  2024–2030 (USD MILLION)
    6.3 SERVICES 
           FIGURE 46 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
           TABLE 49 CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
           TABLE 50 CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
           TABLE 51 SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
           TABLE 52 SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
           6.3.1 PROFESSIONAL SERVICES
                    FIGURE 47 SUPPORT & MAINTENANCE SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 53 CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                    TABLE 54 CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
                    TABLE 55 PROFESSIONAL SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 56 PROFESSIONAL SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
                    6.3.1.1 Consulting & advisory services
                               6.3.1.1.1 Increasing demand for personalized customer experience and efficient business operations to spur market growth
                               TABLE 57 CONSULTING & ADVISORY SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 58 CONSULTING & ADVISORY SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
                    6.3.1.2 Integration & deployment services
                               6.3.1.2.1 Integration and deployment services to facilitate seamless incorporation and efficient utilization of AI-powered chatbots and virtual assistants
                               TABLE 59 INTEGRATION & DEPLOYMENT SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 60 INTEGRATION & DEPLOYMENT SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
                    6.3.1.3 Support & maintenance services
                               6.3.1.3.1 Support & maintenance services to ensure smooth functioning and optimization of AI-powered chatbots and virtual assistants
                               TABLE 61 SUPPORT & MAINTENANCE SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 62 SUPPORT & MAINTENANCE SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
                    6.3.1.4 Training & education services
                               6.3.1.4.1 Training and education services to impart expertise in developing, implementing, and managing conversational interfaces
                               TABLE 63 TRAINING & EDUCATION SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                               TABLE 64 TRAINING & EDUCATION SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           6.3.2 MANAGED SERVICES
                    TABLE 65 MANAGED SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 66 MANAGED SERVICES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
 
7 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION (Page No. - 160)
    7.1 INTRODUCTION 
           7.1.1 BUSINESS FUNCTIONS: CONVERSATIONAL AI MARKET DRIVERS
                    FIGURE 48 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 67 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
                    TABLE 68 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
    7.2 SALES & MARKETING 
           7.2.1 NEED FOR ENHANCING CUSTOMER ENGAGEMENT AND STREAMLINING OPERATIONS TO BOOST DEMAND FOR CONVERSATIONAL AI SOLUTIONS
                    FIGURE 49 CAMPAIGN MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 69 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                    TABLE 70 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                    TABLE 71 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 72 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           7.2.2 CONTACT CENTER AUTOMATION
           7.2.3 BRANDING & ADVERTISEMENT
           7.2.4 CAMPAIGN MANAGEMENT
           7.2.5 CUSTOMER ENGAGEMENT & RETENTION
    7.3 FINANCE & ACCOUNTING 
           7.3.1 CONVERSATIONAL AI SOLUTIONS TO PROVIDE HUMAN-LIKE INTERACTIONS, STREAMLINE OPERATIONS, AND ENHANCE CUSTOMER SERVICE
                    FIGURE 50 DATA PRIVACY & COMPLIANCE MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 73 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                    TABLE 74 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                    TABLE 75 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 76 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           7.3.2 VIRTUAL FINANCIAL ADVISORS
           7.3.3 EXPENSE TRACKING & REPORTING
           7.3.4 DATA PRIVACY & COMPLIANCE MANAGEMENT
           7.3.5 AUTOMATED INVOICE PROCESSING
    7.4 OPERATIONS & SUPPLY CHAIN 
           7.4.1 CONVERSATIONAL AI TO STREAMLINE PROCESSES, ENHANCE COMMUNICATION, AND PROVIDE VALUABLE INSIGHTS
                    FIGURE 51 INVENTORY MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 77 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                    TABLE 78 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                    TABLE 79 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 80 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           7.4.2 WORKFLOW OPTIMIZATION
           7.4.3 SCHEDULING & ROUTING
           7.4.4 INVENTORY MANAGEMENT
           7.4.5 VENDOR MANAGEMENT
    7.5 HUMAN RESOURCES (HR) 
           7.5.1 CONVERSATIONAL AI TO STREAMLINE HUMAN RESOURCE OPERATIONS AND IMPROVE EMPLOYEE EXPERIENCE
                    FIGURE 52 RECRUITMENT ASSISTANTS & SCREENING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 81 HUMAN RESOURCE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                    TABLE 82 HUMAN RESOURCE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
                    TABLE 83 HUMAN RESOURCES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 84 HUMAN RESOURCES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           7.5.2 EMPLOYEE ENGAGEMENT & ONBOARDING
           7.5.3 PERFORMANCE MANAGEMENT
           7.5.4 DOCUMENT MANAGEMENT
           7.5.5 RECRUITMENT ASSISTANTS & SCREENING
    7.6 IT SERVICE MANAGEMENT (ITSM) 
           7.6.1 CONVERSATIONAL AI TO AUTOMATE REPETITIVE TASKS, PROVIDE SELF-SERVICE OPTIONS, IMPROVE EFFICIENCY, AND REDUCE COSTS
                    FIGURE 53 QUERY HANDLING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 85 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                    TABLE 86 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                    TABLE 87 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 88 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           7.6.2 INCIDENT MANAGEMENT
           7.6.3 COST OPTIMIZATION
           7.6.4 QUERY HANDLING
           7.6.5 KNOWLEDGE MANAGEMENT
 
8 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE (Page No. - 181)
    8.1 INTRODUCTION 
           8.1.1 CONVERSATIONAL AGENT TYPES: CONVERSATIONAL AI MARKET DRIVERS
                    FIGURE 54 GENERATIVE AI AGENTS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 89 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2019–2023 (USD MILLION)
                    TABLE 90 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2024–2030 (USD MILLION)
    8.2 AI CHATBOTS 
           8.2.1 CONVERSATIONAL AI PLATFORMS AND CHATBOTS TO ENHANCE CUSTOMER ENGAGEMENT AND DRIVE SALES
                    TABLE 91 AI CHATBOTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 92 AI CHATBOTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
    8.3 VOICE BOTS 
           8.3.1 VOICE BOTS TO IMPROVE SELF-SERVE RATES, HANDLE COMPLEX SCENARIOS FASTER, AND REDUCE NEED FOR HUMAN AGENTS
                    TABLE 93 VOICE BOTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 94 VOICE BOTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
    8.4 INTERACTIVE VOICE ASSISTANTS (IVA) 
           8.4.1 INTELLIGENT VIRTUAL AGENTS TO HANDLE QUERIES, TROUBLESHOOT PROBLEMS, AND FACILITATE TRANSACTIONS
                    TABLE 95 INTERACTIVE VOICE ASSISTANTS: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                    TABLE 96 INTERACTIVE VOICE ASSISTANTS: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
    8.5 GENERATIVE AI AGENTS 
           8.5.1 GENERATIVE AI AGENTS TO OPERATE 24/7 AND REDUCE NEED FOR EXTENSIVE STAFFING DURING NON-PEAK HOURS AND BANK HOLIDAYS
                    TABLE 97 GENERATIVE AI AGENTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 98 GENERATIVE AI AGENTS: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
 
9 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE (Page No. - 188)
    9.1 INTRODUCTION 
           9.1.1 INTEGRATION MODES: CONVERSATIONAL AI MARKET DRIVERS
                    FIGURE 55 INTERNAL ENTERPRISE SYSTEMS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 99 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
                    TABLE 100 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
    9.2 INTERNAL ENTERPRISE SYSTEMS 
           9.2.1 CONVERSATIONAL AI TO STREAMLINE OPERATIONS, ENHANCE PRODUCTIVITY, AND IMPROVE CUSTOMER INTERACTIONS
                    TABLE 101 INTERNAL ENTERPRISE SYSTEMS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 102 INTERNAL ENTERPRISE SYSTEMS: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
           9.2.2 CRM
           9.2.3 KBS
    9.3 EXTERNAL COMMUNICATION CHANNELS 
           9.3.1 VOICE-ENABLED EXTERNAL COMMUNICATION CHANNELS TO OFFER CONVENIENCE, EFFICIENCY, AND HANDS-FREE EXPERIENCE
                    TABLE 103 EXTERNAL COMMUNICATION CHANNELS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 104 EXTERNAL COMMUNICATION CHANNELS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
           9.3.2 MOBILE APPS
           9.3.3 IVR SYSTEMS
           9.3.4 MESSAGING SERVICES/PLATFORMS
           9.3.5 WEBSITES
 
10 CONVERSATIONAL AI MARKET, BY VERTICAL (Page No. - 195)
     10.1 INTRODUCTION 
             10.1.1 VERTICALS: CONVERSATIONAL AI MARKET DRIVERS
                       FIGURE 56 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
                       TABLE 105 CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 106 CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
     10.2 BFSI 
             10.2.1 DEMAND FOR SEAMLESS AND CONVENIENT INTERACTIONS, ENHANCED CUSTOMER ENGAGEMENT, REDUCED COSTS, AND IMPROVED OPERATIONAL EFFICIENCY TO DRIVE MARKET
                       TABLE 107 BFSI: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
                       TABLE 108 BFSI: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
                       TABLE 109 BFSI: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 110 BFSI: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
             10.2.2 AUTOMATED CUSTOMER SUPPORT
             10.2.3 VIRTUAL FINANCIAL ASSISTANTS
             10.2.4 PORTFOLIO MANAGEMENT
             10.2.5 VOICE-BASED DIGITAL BANKING
             10.2.6 OTHERS
     10.3 RETAIL & ECOMMERCE 
             10.3.1 CONVERSATIONAL AI TO ENHANCE CUSTOMER INTERACTIONS, BOOST SALES, AND STREAMLINE OPERATIONS
                       TABLE 111 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                       TABLE 112 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                       TABLE 113 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                       TABLE 114 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
             10.3.2 VOICE COMMERCE
             10.3.3 PERSONALIZED RECOMMENDATIONS
             10.3.4 IN-STORE ASSISTANCE
             10.3.5 AUTOMATED SURVEYS
             10.3.6 AUTOMATED ORDER TRACKING & UPDATES
             10.3.7 OTHERS
     10.4 EDUCATION 
             10.4.1 CONVERSATIONAL AI TO OFFER PERSONALIZED LEARNING EXPERIENCES AND SUPPORT TO STUDENTS AND ASSIST TEACHERS IN MANAGING THEIR TASKS
                       TABLE 115 EDUCATION: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
                       TABLE 116 EDUCATION: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
                       TABLE 117 EDUCATION: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 118 EDUCATION: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
             10.4.2 ADMISSION QUERY RESOLUTION
             10.4.3 ADMINISTRATIVE TASK AUTOMATION
             10.4.4 VIRTUAL LEARNING/COURSE ASSISTANTS
             10.4.5 PERSONALIZED LEARNING SUPPORT
             10.4.6 CONVERSATIONAL CAMPUS
             10.4.7 OTHERS
     10.5 MEDIA & ENTERTAINMENT 
             10.5.1 CONVERSATIONAL AI TO ENHANCE CUSTOMER SERVICE, PERSONALIZED CONTENT RECOMMENDATIONS, ADVERTISING, AND PRODUCT DISCOVERY
                       TABLE 119 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                       TABLE 120 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                       TABLE 121 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                       TABLE 122 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
                       10.5.2 CONTENT PERSONALIZATION
             10.5.3 PERSONALIZED CONTENT DELIVERY
             10.5.4 IMMERSIVE CONVERSATIONAL GAMING
             10.5.5 ADVERTISING & PROMOTIONS
             10.5.6 CONTENT LOCALIZATION AND TRANSLATION
             10.5.7 OTHERS
     10.6 HEALTHCARE & LIFE SCIENCES 
             10.6.1 CONVERSATIONAL AI TO RESHAPE PATIENT JOURNEYS AND DRIVE EMPATHETIC AUTOMATION IN HEALTHCARE AND LIFE SCIENCES
                       TABLE 123 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                       TABLE 124 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                       TABLE 125 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                       TABLE 126 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
             10.6.2 AUTOMATED APPOINTMENT BOOKING
             10.6.3 PATIENT ENGAGEMENT & FOLLOW-UPS
             10.6.4 SELF-HEALTH MANAGEMENT
             10.6.5 HEALTH TRACKING & MEDICATION MANAGEMENT
             10.6.6 SYMPTOM ASSESSMENT & TRIAGE MANAGEMENT
             10.6.7 OTHERS
     10.7 TRAVEL & HOSPITALITY 
             10.7.1 CONVERSATIONAL AI TO IMPROVE CUSTOMER, STREAMLINE OPERATIONS, AND BRIDGE LANGUAGE BARRIERS
                       TABLE 127 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                       TABLE 128 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                       TABLE 129 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                       TABLE 130 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
             10.7.2 VIRTUAL TRAVEL ASSISTANCE
             10.7.3 PERSONALIZED TRAVEL PLANNING
             10.7.4 CONVERSATIONAL CHECK-INS
             10.7.5 VOICE-BASED BOOKINGS/ORDERINGS
             10.7.6 OTHERS
     10.8 AUTOMOTIVE 
             10.8.1 NEED FOR INTERACTION BETWEEN VEHICLES AND DEALERS AND PERSONALIZED SOLUTIONS AND SERVICES TO PROPEL MARKET
                       TABLE 131 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
                       TABLE 132 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                       TABLE 133 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 134 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
             10.8.2 VIRTUAL CAR SHOWROOM ASSISTANTS
             10.8.3 AI-POWERED NAVIGATION AND ROUTE OPTIMIZATION
             10.8.4 PURCHASE ASSISTANCE
             10.8.5 AI-DRIVEN PREDICTIVE MAINTENANCE
             10.8.6 VEHICLE CONFIGURATION & CUSTOMIZATION
             10.8.7 OTHERS
     10.9 IT & ITES 
             10.9.1 CONVERSATIONAL AI-POWERED ANALYTICS TOOLS TO EMPOWER DECISION-MAKERS WITH REAL-TIME INSIGHTS
                       TABLE 135 IT/ITES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
                       TABLE 136 IT/ITES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
                       TABLE 137 IT & ITES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 138 IT & ITES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
             10.9.2 IT HELPDESK SUPPORT & TROUBLESHOOTING
             10.9.3 SOFTWARE & APPLICATION SUPPORT
             10.9.4 PROJECT MANAGEMENT & TASK TRACKING
             10.9.5 VIRTUAL IT PROCUREMENT ASSISTANTS
             10.9.6 IT SECURITY INCIDENT RESPONSE & THREAT INTELLIGENCE ANALYSIS
             10.9.7 OTHERS
     10.10 GOVERNMENT & DEFENSE 
               10.10.1 CONVERSATIONAL AI ADOPTED BY GOVERNMENT ORGANIZATIONS TO IMPROVE CITIZEN SERVICES AND REDUCE COSTS
                                   TABLE 139 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2019–2023 (USD MILLION)
                                   TABLE 140 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY APPLICATION,  2024–2030 (USD MILLION)
                                   TABLE 141 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                                   TABLE 142 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
               10.10.2 E-GOVERNANCE SERVICES
               10.10.3 PUBLIC SAFETY INFORMATION DISSEMINATION
               10.10.4 VIRTUAL TRAINING ASSISTANTS FOR DEFENSE PERSONNEL
               10.10.5 CITIZEN ENGAGEMENT SURVEYS & FEEDBACK COLLECTIONS
               10.10.6 OTHERS
     10.11 OTHER VERTICALS 
                       TABLE 143 OTHER VERTICALS: CONVERSATIONAL AI MARKET, BY REGION,  2019–2023 (USD MILLION)
                       TABLE 144 OTHER VERTICALS: CONVERSATIONAL AI MARKET, BY REGION,  2024–2030 (USD MILLION)
 
11 CONVERSATIONAL AI MARKET, BY REGION (Page No. - 231)
     11.1 INTRODUCTION 
               FIGURE 57 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
               FIGURE 58 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 145 CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
               TABLE 146 CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
     11.2 NORTH AMERICA 
             11.2.1 NORTH AMERICA: CONVERSATIONAL AI MARKET DRIVERS
             11.2.2 NORTH AMERICA: IMPACT OF RECESSION
                       FIGURE 59 NORTH AMERICA: MARKET SNAPSHOT
                       TABLE 147 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 148 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING,  2024–2030 (USD MILLION)
                       TABLE 149 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2019–2023 (USD MILLION)
                       TABLE 150 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2024–2030 (USD MILLION)
                       TABLE 151 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2019–2023 (USD MILLION)
                       TABLE 152 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2024–2030 (USD MILLION)
                       TABLE 153 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 154 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
                       TABLE 155 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE,  2019–2023 (USD MILLION)
                       TABLE 156 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE,  2024–2030 (USD MILLION)
                       TABLE 157 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2019–2023 (USD MILLION)
                       TABLE 158 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2024–2030 (USD MILLION)
                       TABLE 159 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2019–2023 (USD MILLION)
                       TABLE 160 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2024–2030 (USD MILLION)
                       TABLE 161 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2019–2023 (USD MILLION)
                       TABLE 162 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2024–2030 (USD MILLION)
                       TABLE 163 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
                       TABLE 164 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
                       TABLE 165 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL,  2019–2023 (USD MILLION)
                       TABLE 166 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL,  2024–2030 (USD MILLION)
                       TABLE 167 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2019–2023 (USD MILLION)
                       TABLE 168 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2024–2030 (USD MILLION)
             11.2.3 US
                       11.2.3.1 Rising need for call centers that provide better customer support services to drive demand for conversational AI solutions
             11.2.4 CANADA
                       11.2.4.1 Need to elevate client satisfaction, optimize productivity, and stimulate innovation to fuel demand for conversational AI solutions
     11.3 EUROPE 
             11.3.1 EUROPE: CONVERSATIONAL AI MARKET DRIVERS
             11.3.2 EUROPE: IMPACT OF RECESSION
                       TABLE 169 EUROPE: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 170 EUROPE: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
                       TABLE 171 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2019–2023 (USD MILLION)
                       TABLE 172 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2024–2030 (USD MILLION)
                       TABLE 173 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2019–2023 (USD MILLION)
                       TABLE 174 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2024–2030 (USD MILLION)
                       TABLE 175 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE,  2019–2023 (USD MILLION)
                       TABLE 176 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE,  2024–2030 (USD MILLION)
                       TABLE 177 EUROPE: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 178 EUROPE: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
                       TABLE 179 EUROPE: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2019–2023 (USD MILLION)
                       TABLE 180 EUROPE: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2024–2030 (USD MILLION)
                       TABLE 181 EUROPE: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2019–2023 (USD MILLION)
                       TABLE 182 EUROPE: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2024–2030 (USD MILLION)
                       TABLE 183 EUROPE: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2019–2023 (USD MILLION)
                       TABLE 184 EUROPE: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2024–2030 (USD MILLION)
                       TABLE 185 EUROPE: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2019–2023 (USD MILLION)
                       TABLE 186 EUROPE: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2024–2030 (USD MILLION)
                       TABLE 187 EUROPE: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 188 EUROPE: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
                       TABLE 189 EUROPE: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
                       TABLE 190 EUROPE: CONVERSATIONAL AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
             11.3.3 UK
                       11.3.3.1 Increasing adoption of AI-powered customer support services and rise in deployment of omnichannel methods to drive market
             11.3.4 GERMANY
                       11.3.4.1 Conversational AI to enhance customer service, automate processes, and elevate user experience
             11.3.5 FRANCE
                       11.3.5.1 Focus on developing advanced conversational AI solutions to spur market growth
             11.3.6 ITALY
                       11.3.6.1 Emphasis on technological advancements, cost-efficiency, and evolving customer expectations
             11.3.7 SPAIN
                       11.3.7.1 Strong technological ecosystem and focus on research and development in AI to fuel demand for conversational AI solutions
             11.3.8 REST OF EUROPE
     11.4 ASIA PACIFIC 
             11.4.1 ASIA PACIFIC: CONVERSATIONAL AI MARKET DRIVERS
             11.4.2 ASIA PACIFIC: IMPACT OF RECESSION
                       FIGURE 60 ASIA PACIFIC: MARKET SNAPSHOT
                       TABLE 191 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 192 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
                       TABLE 193 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2019–2023 (USD MILLION)
                       TABLE 194 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2024–2030 (USD MILLION)
                       TABLE 195 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2019–2023 (USD MILLION)
                       TABLE 196 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2024–2030 (USD MILLION)
                       TABLE 197 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE,  2019–2023 (USD MILLION)
                       TABLE 198 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE,  2024–2030 (USD MILLION)
                       TABLE 199 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 200 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
                       TABLE 201 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2019–2023 (USD MILLION)
                       TABLE 202 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2024–2030 (USD MILLION)
                       TABLE 203 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2019–2023 (USD MILLION)
                       TABLE 204 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2024–2030 (USD MILLION)
                       TABLE 205 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2019–2023 (USD MILLION)
                       TABLE 206 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2024–2030 (USD MILLION)
                       TABLE 207 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2019–2023 (USD MILLION)
                       TABLE 208 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,  2024–2030 (USD MILLION)
                       TABLE 209 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 210 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
                       TABLE 211 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY COUNTRY/REGION,  2019–2023 (USD MILLION)
                       TABLE 212 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY COUNTRY/REGION,  2024–2030 (USD MILLION)
             11.4.3 INDIA
                       11.4.3.1 Increasing internet penetration, expanding smartphone usage, and government’s ‘Digital India’ initiative to propel market
             11.4.4 JAPAN
                       11.4.4.1 Aging population, labor shortage, and government’s initiatives to promote AI adoption to accelerate market growth
             11.4.5 CHINA
                       11.4.5.1 Integration of AI-powered chatbots in eCommerce and adoption of virtual assistants in smart homes and IoT devices to drive market
             11.4.6 ASEAN COUNTRIES
                       11.4.6.1 Government initiatives to promote digital transformation to foster market growth
             11.4.7 SOUTH KOREA
                       11.4.7.1 Technological innovation, high internet penetration rates, and government initiatives to propel market
             11.4.8 AUSTRALIA & NEW ZEALAND (ANZ)
                       11.4.8.1 Increasing digitalization, adoption of AI technologies across industries, and demand for personalized customer experience to spur market growth
             11.4.9 REST OF ASIA PACIFIC
     11.5 MIDDLE EAST & AFRICA 
             11.5.1 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET DRIVERS
             11.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION
                       TABLE 213 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY OFFERING,  2019–2023 (USD MILLION)
                       TABLE 214 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY OFFERING,  2024–2030 (USD MILLION)
                       TABLE 215 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
                       TABLE 216 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
                       TABLE 217 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2019–2023 (USD MILLION)
                       TABLE 218 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2024–2030 (USD MILLION)
                       TABLE 219 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 220 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
                       TABLE 221 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY SERVICE,  2019–2023 (USD MILLION)
                       TABLE 222 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
                       TABLE 223 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 224 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
                       TABLE 225 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2019–2023 (USD MILLION)
                       TABLE 226 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2024–2030 (USD MILLION)
                       TABLE 227 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2019–2023 (USD MILLION)
                       TABLE 228 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2024–2030 (USD MILLION)
                       TABLE 229 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
                       TABLE 230 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
                       TABLE 231 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY VERTICAL,  2019–2023 (USD MILLION)
                       TABLE 232 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY VERTICAL,  2024–2030 (USD MILLION)
                       TABLE 233 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2019–2023 (USD MILLION)
                       TABLE 234 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2024–2030 (USD MILLION)
             11.5.3 SAUDI ARABIA
                       11.5.3.1 Implementation of government’s ‘Vision 2030’ initiative and need for personalized and efficient customer experience to drive market
             11.5.4 UAE
                       11.5.4.1 ‘UAE Vision 2021.’ Dubai’s Smart City initiatives, and favorable investment climate to spur market growth
             11.5.5 SOUTH AFRICA
                       11.5.5.1 Increasing adoption of advanced technologies, robust telecommunications infrastructure, and rising internet penetration rates to drive market
             11.5.6 QATAR
                       11.5.6.1 ‘Qatar Vision 2030’ and other government initiatives and thriving tourism and hospitality sector to accelerate market growth
             11.5.7 EGYPT
                       11.5.7.1 Growing demand for personalized customer experience and streamlined business processes to propel market
             11.5.8 REST OF MIDDLE EAST & AFRICA
     11.6 LATIN AMERICA 
             11.6.1 LATIN AMERICA: CONVERSATIONAL AI MARKET DRIVERS
             11.6.2 LATIN AMERICA: IMPACT OF RECESSION
                       TABLE 235 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING,  2019–2023 (USD MILLION)
                       TABLE 236 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING,  2024–2030 (USD MILLION)
                       TABLE 237 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2019–2023 (USD MILLION)
                       TABLE 238 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY,  2024–2030 (USD MILLION)
                       TABLE 239 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2019–2023 (USD MILLION)
                       TABLE 240 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY,  2024–2030 (USD MILLION)
                       TABLE 241 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 242 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
                       TABLE 243 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 244 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
                       TABLE 245 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2019–2023 (USD MILLION)
                       TABLE 246 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE,  2024–2030 (USD MILLION)
                       TABLE 247 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,  2019–2023 (USD MILLION)
                       TABLE 248 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
                       TABLE 249 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2019–2023 (USD MILLION)
                       TABLE 250 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE,  2024–2030 (USD MILLION)
                       TABLE 251 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
                       TABLE 252 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
                       TABLE 253 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 254 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
                       TABLE 255 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2019–2023 (USD MILLION)
                       TABLE 256 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY,  2024–2030 (USD MILLION)
             11.6.3 BRAZIL
                       11.6.3.1 Increasing digitalization, rising internet and smartphone penetration, and emergence of multilingual chatbots to boost market growth
             11.6.4 MEXICO
                       11.6.4.1 Rapidly evolving digital landscape and increasing adoption of AI-driven technologies to boost demand for conversational AI solutions
             11.6.5 ARGENTINA
                       11.6.5.1 Rising demand for personalized customer experience to drive conversational AI market
             11.6.6 REST OF LATIN AMERICA
 
12 COMPETITIVE LANDSCAPE (Page No. - 289)
     12.1 OVERVIEW 
     12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 
               TABLE 257 OVERVIEW OF STRATEGIES ADOPTED BY KEY CONVERSATIONAL AI VENDORS
     12.3 REVENUE ANALYSIS 
               FIGURE 61 TOP FIVE PLAYERS DOMINATING MARKET FROM 2019 TO 2023 (USD MILLION)
     12.4 MARKET SHARE ANALYSIS 
               FIGURE 62 SHARE OF LEADING COMPANIES IN CONVERSATIONAL AI MARKET, 2023
             12.4.1 MARKET RANKING ANALYSIS
                       TABLE 258 CONVERSATIONAL AI MARKET: DEGREE OF COMPETITION
     12.5 BRAND/PRODUCT COMPARISON ANALYSIS 
               FIGURE 63 BRAND/PRODUCT COMPARISON ANALYSIS
     12.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 
               FIGURE 64 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
               FIGURE 65 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
     12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 
             12.7.1 STARS
             12.7.2 EMERGING LEADERS
             12.7.3 PERVASIVE PLAYERS
             12.7.4 PARTICIPANTS
                       FIGURE 66 CONVERSATIONAL AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
             12.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
                       FIGURE 67 OVERALL COMPANY FOOTPRINT (26 COMPANIES)
                       TABLE 259 REGIONAL FOOTPRINT (26 COMPANIES)
                       TABLE 260 CONVERSATIONAL AGENT TYPE FOOTPRINT (26 COMPANIES)
                       TABLE 261 VERTICAL FOOTPRINT (26 COMPANIES)
                       TABLE 262 OFFERING FOOTPRINT (26 COMPANIES)
     12.8 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023 
             12.8.1 PROGRESSIVE COMPANIES
             12.8.2 RESPONSIVE COMPANIES
             12.8.3 DYNAMIC COMPANIES
             12.8.4 STARTING BLOCKS
                       FIGURE 68 CONVERSATIONAL AI MARKET: COMPANY EVALUATION MATRIX (START-UPS/SMES), 2023
             12.8.5 COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
                       TABLE 263 CONVERSATIONAL AI MARKET: DETAILED LIST OF KEY START-UPS/SMES
                       TABLE 264 CONVERSATIONAL AI MARKET: COMPETITIVE BENCHMARKING OF START-UPS/SMES
     12.9 COMPETITIVE SCENARIO AND TRENDS 
             12.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 265 CONVERSATIONAL AI MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021–APRIL 2024
             12.9.2 DEALS
                       TABLE 266 CONVERSATIONAL AI MARKET: DEALS, JANUARY 2021–MARCH 2024
 
13 COMPANY PROFILES (Page No. - 317)
     13.1 INTRODUCTION 
(Business overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weaknesses and competitive threats) *
     13.2 KEY PLAYERS 
             13.2.1 MICROSOFT
                       TABLE 267 MICROSOFT: COMPANY OVERVIEW
                       FIGURE 69 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 268 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 269 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 270 MICROSOFT: DEALS
             13.2.2 IBM
                       TABLE 271 IBM: COMPANY OVERVIEW
                       FIGURE 70 IBM: COMPANY SNAPSHOT
                       TABLE 272 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 273 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 274 IBM: DEALS
             13.2.3 GOOGLE
                       TABLE 275 GOOGLE: COMPANY OVERVIEW
                       FIGURE 71 GOOGLE: COMPANY SNAPSHOT
                       TABLE 276 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 277 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 278 GOOGLE: DEALS
             13.2.4 OPENAI
                       TABLE 279 OPENAI: COMPANY OVERVIEW
                       TABLE 280 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 281 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 282 OPENAI: DEALS
                       13.2.5 BAIDU
                                   TABLE 283 BAIDU: COMPANY OVERVIEW
                                   FIGURE 72 BAIDU: COMPANY SNAPSHOT
                                   TABLE 284 BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 285 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
                                   TABLE 286 BAIDU: DEALS
             13.2.6 AWS
                       TABLE 287 AWS: COMPANY OVERVIEW
                       FIGURE 73 AWS: COMPANY SNAPSHOT
                       TABLE 288 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 289 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 290 AWS: DEALS
             13.2.7 ARTIFICIAL SOLUTIONS
                       TABLE 291 ARTIFICIAL SOLUTIONS: COMPANY OVERVIEW
                       FIGURE 74 ARTIFICIAL SOLUTIONS: COMPANY SNAPSHOT
                       TABLE 292 ARTIFICIAL SOLUTIONS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 293 ARTIFICIAL SOLUTIONS: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 294 ARTIFICIAL SOLUTIONS: DEALS
             13.2.8 ORACLE
                       TABLE 295 ORACLE: COMPANY OVERVIEW
                       FIGURE 75 ORACLE: COMPANY SNAPSHOT
                       TABLE 296 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 297 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 298 ORACLE: DEALS
             13.2.9 SAP
                       TABLE 299 SAP: COMPANY OVERVIEW
                       FIGURE 76 SAP: COMPANY SNAPSHOT
                       TABLE 300 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 301 SAP: DEALS
             13.2.10 KORE.AI
                                   TABLE 302 KORE.AI: COMPANY OVERVIEW
                                   TABLE 303 KORE.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 304 KORE.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
                                   TABLE 305 KORE.AI: DEALS
             13.2.11 LIVEPERSON
                                   TABLE 306 LIVEPERSON: COMPANY OVERVIEW
                                   FIGURE 77 LIVEPERSON: COMPANY SNAPSHOT
                                   TABLE 307 LIVEPERSON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 308 LIVEPERSON: PRODUCT LAUNCHES AND ENHANCEMENTS
                                   TABLE 309 LIVEPERSON: DEALS
             13.2.12 [24]7.AI
                                   TABLE 310 [24]7.AI: COMPANY OVERVIEW
                                   TABLE 311 [24]7.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 312 [24]7.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
             13.2.13 EGAIN
                                   TABLE 313 EGAIN: COMPANY OVERVIEW
                                   FIGURE 78 EGAIN: COMPANY SNAPSHOT
                                   TABLE 314 EGAIN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 315 EGAIN: PRODUCT LAUNCHES AND ENHANCEMENTS
                                   TABLE 316 EGAIN: DEALS
             13.2.14 AMELIA
                                   TABLE 317 AMELIA: COMPANY OVERVIEW
                                   TABLE 318 AMELIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 319 AMELIA: DEALS
*Details on Business overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weaknesses and competitive threats might not be captured in case of unlisted companies.
     13.3 OTHER PLAYERS 
             13.3.1 AVAAMO
             13.3.2 CONVERSICA
             13.3.3 HAPTIK
             13.3.4 SOLVVY
             13.3.5 INBENTA
             13.3.6 CREATIVE VIRTUAL
             13.3.7 SOUNDHOUND
             13.3.8 KASISTO
             13.3.9 MINDMELD
             13.3.10 GUPSHUP
             13.3.11 TWILIO
             13.3.12 SPRINKLR
     13.4 START-UPS/SMES 
             13.4.1 BOOST.AI
             13.4.2 COGNIGY
             13.4.3 RASA
             13.4.4 SAARTHI.AI
             13.4.5 SENSEFORTH.AI
             13.4.6 YELLOW.AI
             13.4.7 EXCEED.AI
             13.4.8 CLINC
             13.4.9 LAIYE
             13.4.10 RULAI
             13.4.11 QUIQ
             13.4.12 PYPESTREAM
 
14 ADJACENT AND RELATED MARKETS (Page No. - 391)
     14.1 INTRODUCTION 
     14.2 SPEECH ANALYTICS MARKET 
             14.2.1 MARKET DEFINITION
             14.2.2 MARKET OVERVIEW
                       14.2.2.1 Speech analytics market, by offering
                                   TABLE 320 SPEECH ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                                   TABLE 321 SPEECH ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       14.2.2.2 Speech analytics market, by deployment type
                                   TABLE 322 SPEECH ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE,  2019–2023 (USD MILLION)
                                   TABLE 323 SPEECH ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE,  2024–2029 (USD MILLION)
                       14.2.2.3 Speech analytics market, by business function
                                   TABLE 324 SPEECH ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
                                   TABLE 325 SPEECH ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024–2029 (USD MILLION)
                       14.2.2.4 Speech analytics market, by channel
                                   TABLE 326 SPEECH ANALYTICS MARKET, BY CHANNEL, 2019–2023 (USD MILLION)
                                   TABLE 327 SPEECH ANALYTICS MARKET, BY CHANNEL, 2024–2029 (USD MILLION)
                       14.2.2.5 Speech analytics market, by vertical
                                   TABLE 328 SPEECH ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                                   TABLE 329 SPEECH ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       14.2.2.6 Speech analytics market, by region
                                   TABLE 330 SPEECH ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                                   TABLE 331 SPEECH ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
     14.3 CHATBOT MARKET 
             14.3.1 MARKET DEFINITION
             14.3.2 MARKET OVERVIEW
                       14.3.2.1 Chatbot market, by offering
                                   TABLE 332 CHATBOT MARKET, BY OFFERING, 2017–2022 (USD MILLION)
                                   TABLE 333 CHATBOT MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                       14.3.2.2 Chatbot market, by type
                                   TABLE 334 CHATBOT MARKET, BY TYPE, 2017–2022 (USD MILLION)
                                   TABLE 335 CHATBOT MARKET, BY TYPE, 2023–2028 (USD MILLION)
                       14.3.2.3 Chatbot market, by channel integration
                                   TABLE 336 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2017–2022 (USD MILLION)
                                   TABLE 337 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2023–2028 (USD MILLION)
                       14.3.2.4 Chatbot market, by bot communication
                                   TABLE 338 CHATBOT MARKET, BY BOT COMMUNICATION, 2017–2022 (USD MILLION)
                                   TABLE 339 CHATBOT MARKET, BY BOT COMMUNICATION, 2023–2028 (USD MILLION)
                       14.3.2.5 Chatbot market, by business function
                                   TABLE 340 CHATBOT MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION)
                                   TABLE 341 CHATBOT MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
                       14.3.2.6 Chatbot market, by vertical
                                   TABLE 342 CHATBOT MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
                                   TABLE 343 CHATBOT MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
                       14.3.2.7 Chatbot market, by region
                                   TABLE 344 CHATBOT MARKET, BY REGION, 2017–2022 (USD MILLION)
                                   TABLE 345 CHATBOT MARKET, BY REGION, 2023–2028 (USD MILLION)
 
15 APPENDIX (Page No. - 407)
     15.1 DISCUSSION GUIDE 
     15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL 
     15.3 CUSTOMIZATION OPTIONS 
     15.4 RELATED REPORTS 
     15.5 AUTHOR DETAILS 

The study involved two major segments in estimating the current size of the savory ingredients market. Exhaustive secondary research was done to collect information on the market, peer, and parent markets. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. After that, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.

Secondary Research

This research study involved the extensive use of secondary sources—directories and databases such as Bloomberg Businessweek and Factiva—to identify and collect information useful for a technical, market-oriented, and commercial study of the savory ingredients market.

In the secondary research process, various sources such as annual reports, press releases & investor presentations of companies, white papers, food journals, certified publications, articles from recognized authors, directories, and databases, were referred to identify and collect information.

Secondary research was mainly used to obtain key information about the industry’s supply chain, the total pool of key players, and market classification and segmentation as per the industry trends to the bottom-most level, regional markets, and key developments from both market- and technology-oriented perspectives.

Primary Research

Extensive primary research was conducted after obtaining information regarding the savory ingredients market scenario through secondary research. Several primary interviews were conducted with market experts from both the demand and supply sides across major countries of North America, Europe, Asia Pacific, South America, and the Rest of the World. Primary data was collected through questionnaires, emails, and telephonic interviews. The primary sources from the supply side included various industry experts, such as Chief X Officers (CXOs), Vice Presidents (VPs), Directors, from business development, marketing, research, and development teams, and related key executives from distributors, and key opinion leaders. Primary interviews were conducted to gather insights such as market statistics, data on revenue collected from the products, market breakdowns, market size estimations, market forecasting, and data triangulation. Primary research also helped in understanding the various trends related to savory ingredients type, form, origin, application, and region. Stakeholders from the demand side, such as meat products manufacturers who use the savory ingredients were interviewed to understand the buyer’s perspective on the suppliers, products, and their current usage of savory ingredients and the outlook of their business which will affect the overall market.

Savory Ingredients  Market Size, and Share

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

COMPANY NAME

designation

Ajinomoto Co., Inc. (Japan)

Regional Sales Manager

Kerry Group plc. (Ireland)

Marketing Manager

ADM (US)

General Manager

Tate & Lyle (UK)

Head of Export Department

AngelYeast Co., Ltd. (China)

Sales Manager

Cargill, Incorporated (US)

Sales Executive

Market Size Estimation

Both the top-down and bottom-up approaches were used to estimate and validate the total market size. These approaches were also used to estimate the size of various dependent submarkets. The research methodology used to estimate the market size includes the following:

  • The key players in the industry and markets were identified through extensive secondary research.
  • All shares, splits, and breakdowns were determined using secondary sources and verified through primary sources.
  • All possible parameters that affect the markets covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to obtain the final quantitative and qualitative data.
  • The research included the study of reports, reviews, and newsletters of top market players, along with extensive interviews for opinions from leaders, such as CEOs, directors, and marketing executives.

Global Savory Ingredients Market: Bottom-Up Approach.

Savory Ingredients  Market Bottom Up Approach

To know about the assumptions considered for the study, Request for Free Sample Report

Global Savory Ingredients Market: Top-Down Approach.

Savory Ingredients  Market Top Down Approach

Data Triangulation

After arriving at the overall market size from the estimation process explained above, the total market was split into several segments and subsegments. To estimate the overall savory ingredients market and arrive at the exact statistics for all segments and subsegments, data triangulation and market breakdown procedures were employed, wherever applicable. The data was triangulated by studying various factors and trends from the demand and supply sides. Along with this, the market size was validated using both the top-down and bottom-up approaches.

Market Definition

Savory ingredients are flavoring agents that do not have an individual flavor of their own but enhance the overall taste of food or feed products. Savory, also known as umami flavor, ingredients used in the form of powders, liquids, pastes, or sprays, are neither sour, bitter, sweet, or salty. Still, they have a significant impact on improving the flavor and aroma of the food products.

Savory ingredients are derived from natural or synthetic sources, which provide taste and appetizing fragrances to food or other food products influenced by aromatic spices, which enhance the flavor. Some major types of savory ingredients that find applications in food and feed sectors include monosodium glutamate, yeast extracts, nucleotides, hydrolyzed vegetable proteins, and hydrolyzed animal proteins.

Key Stakeholders

  • Raw material suppliers
  • Savory ingredients manufacturers and suppliers
  • Foodservice and restaurant operators
  • Retailers & Distributors
  • Commercial research & development (R&D) institutions and financial institutions
  • Importers and exporters of savory ingredients
  • Food & beverage traders, distributors, and suppliers
  • Government organizations, research organizations, consulting firms, trade associations, and industry bodies
  • Associations, regulatory bodies, and other industry-related bodies:
    • United States Department of Agriculture (USDA)
    • The European Food Information Council (EUFIC)
    • International Association of Food Industry Suppliers
    • International Foodservice Manufacturers Association
    • European Food Safety Authority (EFSA)
    • Food and Drug Administration (FDA)
    • American Spice Trade Association (ASTA)
    • European Spice Association (ESA)
    • Flavor and Extract Manufacturers Association (FEMA)
  • Intermediary suppliers such as traders, distributors, and suppliers of ingredients and end products

Report Objectives

  • To define, segment, and forecast the global savory ingredients market based on ingredient type, origin, form, application, and region over a historical period ranging from 2019 to 2023 and a forecast period ranging from 2024 to 2029.
  • To provide detailed information about the key factors influencing the growth of the market (drivers, restraints, opportunities, and challenges).
  • Identifying attractive opportunities in the market by determining the largest and fastest-growing segments across the regions.
  • Analyzing the demand-side factors based on the following:
  • Impact of macro and microeconomic factors on the market.
  • Shifts in demand patterns across different subsegments and regions.
  • To strategically profile the key players and comprehensively analyze their core competencies.
  • To analyze competitive developments, such as partnerships, mergers & acquisitions, product developments, and expansions & investments in the savory ingredients market.

Available Customizations:

With the given market data, MarketsandMarkets offers customizations according to company-specific scientific needs.

The following customization options are available for the report:

Product Analysis

  • Product Matrix, which gives a detailed comparison of the product portfolio of each company.

Geographic Analysis

With the given market data, MarketsandMarkets offers customizations according to company-specific scientific needs.

  • Further breakdown of the Rest of European market for savory ingredients into Denmark, Poland, and Norway.
  • Further breakdown of the Rest of Asia Pacific market for savory ingredients into Singapore, Indonesia, Thailand, Vietnam, Malaysia, and the Philippines.
  • Further breakdown of the Rest of South American market for savory ingredients into Chile, Peru, and Colombia.

Company Information

  • Detailed analyses and profiling of additional market players (up to five)
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
FB 2604
Published ON
Apr, 2024
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