Conversational AI Market by Technology (Supervised Learning, Reinforcement Learning, Sentiment Analysis, ASR, Speech to Text, Data Mining, Voice Activity Detection), Conversational Agents (Generative AI, AI Bots, IVA) - Global Forecast to 2030
[384 Pages Rport] The conversational AI market is projected to grow from USD 13.2 billion in 2024 to USD 49.9 billion by 2030, at a compound annual growth rate (CAGR) of 24.9% during the forecast period. Due to various business drivers, the conversational AI market is expected to grow significantly during the forecast period. The market is experiencing significant growth due to the emergence of generative AI. Increasing integration of computer vision and voice recognition technology to facilitate more in-depth and personalized interactions is also responsible for driving the market’s growth.
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Market Dynamics
Driver: Increasing integration of AI chatbots in messaging services
The increasing integration of AI chatbots in messaging services is a significant driving factor in adopting conversational AI solutions in the market. As messaging platforms dominate communication channels worldwide, businesses recognize the immense potential of integrating AI-powered chatbots to engage with customers seamlessly. According to recent data, over 2.7 billion people globally use messaging apps, highlighting the vast reach and potential impact of leveraging these platforms for customer interactions. Furthermore, the integration of AI chatbots in messaging services enables businesses to meet customers where they are, providing immediate and personalized assistance directly within their preferred messaging apps. This convenience factor is paramount, as studies show that 64% of consumers prefer messaging over voice channels for customer service interactions.
Moreover, AI chatbots offer scalability and efficiency advantages, capable of handling large volumes of inquiries simultaneously without human intervention. This capability is crucial during peak times or for businesses with global customer bases. Research indicates that AI chatbots can reduce customer service costs by up to 30%, demonstrating the tangible economic benefits of adopting conversational AI solutions integrated with messaging services. Additionally, AI chatbots in messaging services empower businesses to provide round-the-clock support, delivering instant responses and resolutions to customer queries at any time of the day or night. This 24/7 availability enhances customer experience and fosters loyalty, as customers receive timely assistance whenever needed. As a result, businesses can gain a competitive edge in today's fast-paced market by leveraging the increasing integration of AI chatbots in messaging services to drive adoption and realize the full potential of conversational AI solutions.
Restraints: Lack of awareness regarding benefits of conversational AI
The lack of awareness is a significant restraining factor in adopting conversational AI solutions. Many businesses and consumers are unaware of the capabilities and benefits of conversational AI, leading to hesitancy in adopting these technologies. According to a survey, only 33% of consumers were familiar with the term "chatbot," indicating a significant gap in awareness regarding conversational AI solutions. Additionally, businesses may underestimate the potential of conversational AI to enhance customer experiences and drive operational efficiencies due to a lack of understanding of its capabilities. Moreover, misconceptions and myths surrounding conversational AI further contribute to the lack of awareness and adoption. For example, some businesses may believe that implementing conversational AI is too complex or costly, while others may fear job displacement or loss of human touch in customer interactions. These misconceptions hinder businesses from fully exploring the benefits of conversational AI solutions.
Furthermore, the rapid pace of technological advancements and evolving market trends make it challenging for businesses to stay informed about the latest developments in conversational AI, exacerbating the lack of awareness. To address this restraining factor, educational initiatives and awareness campaigns are crucial to informing businesses and consumers about the potential of conversational AI solutions. Providing case studies, demonstrations, and training programs can help illustrate the tangible benefits of conversational AI in improving customer engagement, streamlining operations, and driving business growth.
Opportunity: Emergence of generative AI
The rising advent of generative AI presents a significant opportunity for adopting conversational AI solutions in the market, enabling them to offer more personalized, efficient, and human-like interactions. Generative AI technologies, such as Generative Pre-trained Transformer (GPT) models, have demonstrated remarkable progress in understanding and generating natural language, enabling conversational AI systems to engage users in more contextually relevant and dynamic conversations. For instance, OpenAI's GPT-3 model, with 175 billion parameters, has shown the ability to generate human-like text across a wide range of topics and contexts. By leveraging generative AI, conversational AI systems can tailor responses to individual user preferences and behavior patterns, enhancing the overall user experience. Furthermore, the efficiency gains achieved through generative AI enable faster response times and reduced dependency on predefined scripts or templates, facilitating smoother and more fluid interactions. Human-like conversational capabilities also foster greater user engagement and satisfaction, increasing the adoption of conversational AI solutions across various industries. The market's growth is fueled by the demand for personalized customer experiences and the increasing integration of conversational AI across diverse applications, including customer service, virtual assistants, and healthcare. As generative AI advances, conversational AI systems are poised to play an increasingly prominent role in reshaping how businesses interact with customers and users, driving innovation and differentiation in the market landscape.
Challenge: Lack of accuracy in chatbots and virtual assistants
The lack of accuracy in chatbots and virtual assistants poses a significant challenge to the widespread adoption of conversational AI solutions. When these AI-powered systems fail to understand user queries or provide relevant responses accurately, it leads to frustration and dissatisfaction among users, ultimately undermining trust in the technology. Moreover, inaccurate responses can result in missed opportunities for businesses to address customer inquiries effectively or upsell products and services. Research indicates that 55% of US adults are likely to abandon their online purchases if they cannot find a quick answer to their questions. Therefore, the lack of accuracy impacts user experience and directly affects conversion rates and revenue generation for businesses leveraging conversational AI solutions. Furthermore, inaccuracies in chatbots and virtual assistants can lead to negative brand perceptions and damage reputation. Consequently, businesses must prioritize improving the accuracy of their conversational AI solutions through ongoing training, data refinement, and advanced natural language understanding algorithms to overcome this critical challenge and drive successful adoption in the market.
By professional services, the Support & Maintenance segment registered the highest CAGR during the forecast period.
Support and maintenance services play a crucial role in the conversational AI market, ensuring the smooth functioning and optimization of AI-powered chatbots and virtual assistants. These services encompass a range of activities aimed at addressing issues, improving performance, and enhancing user experience. Support services in conversational AI involve aiding users and clients in resolving technical issues, troubleshooting problems, and answering queries. This includes offering timely responses to inquiries, guiding users through troubleshooting steps, and resolving issues related to bot functionality, integration, or performance. Effective support services contribute significantly to customer satisfaction and retention by ensuring that users receive prompt and reliable assistance when needed.
By vertical, Healthcare & Life Sciences segment to register the highest CAGR during the forecast period.
The conversational AI market is experiencing exponential growth within the healthcare and life sciences industry, revolutionizing patient care and administrative processes alike. Conversational AI technologies offer unparalleled convenience and accessibility, enabling patients to interact with healthcare providers and access medical information seamlessly through natural language interfaces like chatbots and virtual assistants. Conversational AI solutions are increasingly adept at understanding medical terminology and interpreting complex queries, thereby facilitating accurate diagnosis, personalized treatment recommendations, and even remote monitoring of patient's health conditions.
By integration mode, Internal Enterprise Systems to register the largest market size during the forecast period.
The market for internal enterprise systems within the conversational AI sector is experiencing significant growth driven by several key factors. Businesses are increasingly recognizing the value of leveraging conversational AI technologies to streamline internal processes and improve operational efficiency. These systems offer a user-friendly interface that allows employees to interact with enterprise applications more intuitively, leading to faster task completion and reduced workload on IT departments. Additionally, the rise of remote work has highlighted the importance of effective communication and collaboration tools, and conversational AI platforms can facilitate seamless interactions among distributed teams.
By region, North America to witness the largest & fastest market size during the forecast period.
The conversational AI market in North America is experiencing rapid growth, driven by several key factors. The increasing demand for seamless and personalized customer experiences across various industries, including retail, finance, healthcare, and telecommunications is influencing the growth of the market. Businesses are recognizing the value of leveraging conversational AI solutions to engage with their customers in more natural and efficient ways, leading to improved satisfaction and loyalty. Additionally, advancements in NLP, ML, and voice recognition technologies have significantly enhanced the capabilities of conversational AI systems, enabling them to understand and respond to user inquiries with greater accuracy and context sensitivity.
Key Market Players
The conversational AI solution and service providers have implemented various types of organic and inorganic growth strategies, such as product upgrades, new product launches, partnerships, and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. Some major players in the conversational AI market include Microsoft (US), IBM (US), Google (US), OpenAI (US), Baidu (China), AWS (US), Artificial Solutions (Sweden), SAP (Germany), Oracle (US), Kore.ai (US), LivePerson (US), [24]7.ai (US), eGain (US), Amelia (US), Avaamo (US), Conversica (US), Haptik (India), Solvvy (US), Inbenta (US), Creative Virtual (UK), SoundHound (US), Kasisto (US), MindMeld (US), Gupshup (US), Twilio (US), Sprinklr (US), Boost.ai (Norway), Cognigy (Germany), Rasa (Germany), Saarthi.ai (India), Senseforth.ai (India), Yellow.ai (US), Exceed.ai (US), Clinc (US), Laiye (China), Rulai (US), Quiq (US), and Pypestream (US).
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Scope of the Report
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Report Metrics |
Details |
Market size available for years |
2019–2030 |
Base year considered |
2023 |
Forecast period |
2024–2030 |
Forecast units |
USD (Billion) |
Segments Covered |
Offering, Deployment Mode, Business Function, Integration Mode, Conversational Agent Type, Vertical, and Region |
Geographies covered |
North America, Asia Pacific, Europe, Middle East & Africa, and Latin America |
Companies covered |
Microsoft (US), IBM (US), Google (US), OpenAI (US), Baidu (China), AWS (US), Artificial Solutions (Sweden), SAP (Germany), Oracle (US), Kore.ai (US), LivePerson (US), [24]7.ai (US), eGain (US), Amelia (US), Avaamo (US), Conversica (US), Haptik (India), Solvvy (US), Inbenta (US), Creative Virtual (UK), SoundHound (US), Kasisto (US), MindMeld (US), Gupshup (US), Twilio (US), Sprinklr (US), Boost.ai (Norway), Cognigy (Germany), Rasa (Germany), Saarthi.ai (India), Senseforth.ai (India), Yellow.ai (US), Exceed.ai (US), Clinc (US), Laiye (China), Rulai (US), Quiq (US), and Pypestream (US). |
This research report categorizes the conversational AI market based on offering, deployment mode, business function, integration mode, conversational agent type, vertical, and region.
By Offering:
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Software by Technology
- ML
- NLP
- ASR
- Data Mining
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Software by Modality
- Text
- Speech
- Multimodal
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Software by Deployment Mode
- Cloud
- On-premise
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Services
- Consulting & Advisory
- Integration & Deployment
- Support & Maintenance
- Training & Education
By Business Function:
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Sales & Marketing
- Contact Center Automation
- Branding & Advertisement
- Campaign Management
- Customer Engagement & Retention
- Others
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Operations & Supply Chain
- Workflow Optimization
- Scheduling & Routing
- Inventory Management
- Vendor Management
- Others
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Finance & Accounting
- Virtual Financial Advisors
- Expense Tracking & Reporting
- Data Privacy & Compliance Management
- Automated Invoice Processing
- Others
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Human Resources (HR)
- Employee Engagement & Onboarding
- Performance Management
- Document Management
- Recruitment Assistants & Screening
- Others (Leave Management & Time-Off Requests)
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IT Service Management (ITSM)
- Incident Management
- Cost Optimization
- Query Handling
- Knowledge Management
- Others
By Integration Mode:
- Internal Enterprise Systems
- External Communication Channels
By Conversational Agent Type:
- AI Chatbots
- Voice Bots
- Interactive Voice Assistants (IVA)
- Generative AI Agents
By Vertical:
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BFSI
- Automated Customer Support
- Virtual Financial Assistants
- Portfolio Management
- Voice-Based Digital Banking
- Others
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Retail & eCommerce
- Voice Commerce
- Personalized Recommendations
- In-Store Assistance
- Automated Surveys
- Automated Order Tracking & Updates
- Others
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Education
- Admission Query Resolution
- Administrative Task Automation
- Virtual Learning/ Course Assistants
- Personalized Learning Support
- Conversational Campus
- Others
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Media & Entertainment
- Content Personalization
- Personalized Content Delivery
- Immersive Conversational Gaming
- Advertising & Promotions
- Content Localization & Translation
- Others
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Healthcare & Life Sciences
- Automated Appointment Booking
- Patient Engagement & Follow Up
- Self Health Management
- Health Tracking & Medication Management
- Symptom Assessment & Triage Management
- Others
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Travel & Hospitality
- Virtual Travel Assistance
- Personalized Travel Planning
- Conversational Check-Ins
- Voice-Based Bookings/ Ordering
- Others
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Automotive
- Virtual Car Showroom Assistants
- AI-Powered Navigation & Route Optimization
- Purchase Assistance
- AI-Driven Predictive Maintenance
- Vehicle Configuration & Customization
- Others
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IT/ITeS
- IT Helpdesk Support & Troubleshooting
- Software & Application Support
- Project Management & Task Tracking
- Virtual IT Procurement Assistants
- IT Security Incident Response & Threat Intelligence Analysis
- Others
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Government & Defense
- E-Governance Services
- Public Safety Information Dissemination
- Virtual Training Assistants for Defense Personnel
- Citizen Engagement Surveys & Feedback Collection
- Others
- Other Applications (Telecom, Transportation & Logistics, Utilities & Energy, and Manufacturing)
By Region:
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North America
- US
- Canada
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Europe
- UK
- Germany
- France
- Italy
- Spain
- Rest of Europe
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Asia Pacific
- China
- India
- Japan
- Australia and New Zealand (ANZ)
- South Korea
- ASEAN Countries
- Rest of Asia Pacific
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Middle East & Africa
- UAE
- Saudi Arabia
- South Africa
- Qatar
- Egypt
- Rest of the Middle East & Africa
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Latin America
- Brazil
- Mexico
- Argentina
- Rest of Latin America
Recent Developments:
- In January 2024, IBM Consulting is rolling out IBM Consulting Advantage, an AI services platform designed to support IBM consultants in delivering consistency, repeatability, and speed to their clients. It includes a portfolio of proprietary methods, assets, and assistants that leverage technology from IBM and strategic partners. When using aspects of IBM Consulting Advantage in an application design, development, and testing client pilot, early adopter teams saw productivity improvements of up to 50%.
- In January 2024, Google Cloud's new conversational commerce solution, announced, can enable retailers to easily embed generative AI-powered virtual agents on their websites and mobile apps. Retailers can build virtual agents with helpful and nuanced conversations with shoppers using natural language and provide product options based on a shopper's preferences.
- In January 2024, IBM announced its collaboration with SAP to develop solutions to help clients in the consumer packaged goods and retail industries enhance their supply chain, finance operations, sales, and services using generative AI. With a shared legacy of technology expertise and the completed work of embedding IBM Watsonx, an enterprise-ready AI and data platform and AI assistants, into SAP solutions, IBM is working with SAP to create new generative and traditional AI solutions to be focused on addressing the complexities of the direct store delivery business process and product portfolio management.
- In January 2024, Open AI introduced ChatGPT Teams. ChatGPT Team offers access to advanced models like GPT-4 and DALL·E 3 and tools like Advanced Data Analysis. It includes a dedicated collaborative workspace for any team and admin tools for team management.
- In February 2023, Microsoft released an upgraded version of Microsoft Teams Premium. The upgrade includes the most recent technologies, such as Large Language Models powered by OpenAI’s GPT-3.5, to make meetings more intelligent, personalized, and secure.
Frequently Asked Questions (FAQ):
What is Conversational AI?
Conversational AI is a type of artificial intelligence (AI) that can simulate human conversation. It is made possible by natural language processing (NLP), a field of AI that allows computers to understand and process human language and Google's foundation models that power new generative AI capabilities.
What is the total CAGR expected to be recorded for the Conversational AI market during the forecast period?
The market is expected to record a CAGR of 24.9% during the forecast period.
Which are the key drivers supporting the growth of the Conversational AI market?
Some factors driving the growth of the retail analytics market are integration of AI chatbots in messaging services, increasing integration of computer vision and voice recognition technology to facilitate more in-depth and personalized interactions, emergence of generative AI and exponential growth of focus on customer engagement and retention.
Which are the key verticals prevailing in the Conversational AI market?
The key verticals gaining a foothold in the conversational AI market are BFSI, retail & e-commerce, education, healthcare & life sciences, media & entertainment, travel & hospitality, automotive, government & defense, IT/ITeS, and others.
Who are the key vendors in the Conversational AI market?
Some major players in the conversational AI market include Microsoft (US), IBM (US), Google (US), OpenAI (US), Baidu (China), AWS (US), Artificial Solutions (Sweden), SAP (Germany), Oracle (US), Kore.ai (US), LivePerson (US), [24]7.ai (US), eGain (US), Amelia (US), Avaamo (US), Conversica (US), Haptik (India), Solvvy (US), Inbenta (US), Creative Virtual (UK), SoundHound (US), Kasisto (US), MindMeld (US), Gupshup (US), Twilio (US), Sprinklr (US), Boost.ai (Norway), Cognigy (Germany), Rasa (Germany), Saarthi.ai (India), Senseforth.ai (India), Yellow.ai (US), Exceed.ai (US), Clinc (US), Laiye (China), Rulai (US), Quiq (US), and Pypestream (US) .
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- 5.1 INTRODUCTION
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5.2 MARKET DYNAMICSDRIVERS- Increasing integration of AI chatbots in messaging services- Growing use of AI-based customer services- Omnichannel deployment and reduced chatbot development cost- Growing focus on customer engagement and retention- Rising demand to implement AI-powered digital experience across government sectorRESTRAINTS- Lack of awareness regarding benefits of conversational AI- Vulnerability to privacy and security breaches- Limitations of voice authenticationOPPORTUNITIES- Integration of computer vision with voice recognition technology to facilitate in-depth and personalized interactions- Emergence of generative AICHALLENGES- Lack of accuracy in chatbots and virtual assistants- Apprehensiveness about disclosing personal or sensitive information- Lack of precision in resolving queries- Inability to recognize customer intent and behavior
- 5.3 EVOLUTION OF CONVERSATIONAL AI MARKET
- 5.4 CONVERSATIONAL AI MARKET ARCHITECTURE
- 5.5 SUPPLY CHAIN ANALYSIS
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5.6 ECOSYSTEM ANALYSISPLATFORM PROVIDERSSOFTWARE PROVIDERSSERVICE PROVIDERSEND USERSREGULATORY BODIES
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5.7 CASE STUDY ANALYSISHUMANA REDUCED COSTLY PRE-SERVICE CALLS AND IMPROVED CUSTOMER EXPERIENCE WITH IBM WATSONXCITY OF JOHNS CREEK AUTOMATED 24/7 CONTACT CENTER AND REDUCED AFTER-HOURS VOICEMAILS WITH AMAZON LEXJIO PARTNERED WITH HAPTIK TO DEVELOP WHATSAPP CHATBOT TO DELIVER SWIFT RESPONSES TO CUSTOMER QUERIES AND ENHANCE CUSTOMER EXPERIENCECHIME FINANCIAL USED TWILIO PROGRAMMABLE MESSAGING AND TWILIO STUDIO TO DELIVER PERSONALIZED SUPPORT EXPERIENCELEADING US SATELLITE TV PROVIDER RESOLVED 60% OF CUSTOMER QUERIES BY DEPLOYING [24]7 ENGAGEMENT CLOUD PLATFORM
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5.8 TECHNOLOGY ANALYSISKEY TECHNOLOGIES- AI/ML- NLP & deep learning- Speech recognitionCOMPLEMENTARY TECHNOLOGIES- Data analytics- Cloud computingADJACENT TECHNOLOGIES- AR/VR- IoT- Blockchain- Edge computing- Voice biometrics
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5.9 REGULATORY LANDSCAPEREGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS- North America- Europe- Asia Pacific- Middle East & Africa- Latin America
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5.10 PATENT ANALYSISMETHODOLOGYPATENTS FILED, BY DOCUMENT TYPEINNOVATION AND PATENT APPLICATIONS- Top 10 patent applicants in conversational AI market
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5.11 PRICING ANALYSISAVERAGE SELLING PRICE TREND OF KEY PLAYERS: TOP THREE APPLICATIONSINDICATIVE PRICING ANALYSIS, BY OFFERING
- 5.12 KEY CONFERENCES & EVENTS (2024-2025)
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5.13 PORTER’S FIVE FORCES ANALYSISTHREAT OF NEW ENTRANTSTHREAT OF SUBSTITUTESBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSINTENSITY OF COMPETITIVE RIVALRY
- 5.14 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
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5.15 CONVERSATIONAL AI BUSINESS MODELSSUBSCRIPTION-BASED MODELPAY-PER-USE MODELLICENSING AND PERPETUAL SOFTWARE MODELCUSTOM DEVELOPMENT AND CONSULTATION MODELTRANSACTIONAL MODELPARTNERSHIP AND REVENUE SHARING MODEL
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5.16 CONVERSATIONAL AI MARKET: BEST PRACTICESDESIGN AND USER EXPERIENCETRAINING AND OPTIMIZATIONSECURITY AND COMPLIANCEINTEGRATION AND SCALABILITY
- 5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
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5.18 KEY STAKEHOLDERS & BUYING CRITERIAKEY STAKEHOLDERS IN BUYING PROCESSBUYING CRITERIA
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6.1 INTRODUCTIONOFFERINGS: CONVERSATIONAL AI MARKET DRIVERS
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6.2 SOFTWARESOFTWARE BY TECHNOLOGY- ML- NLP- ASR- Data miningSOFTWARE BY MODALITY- Text- Speech- MultimodalDEPLOYMENT MODE- On-premises- Cloud
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6.3 SERVICESPROFESSIONAL SERVICES- Consulting & advisory services- Integration & deployment services- Support & maintenance services- Training & education servicesMANAGED SERVICES
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7.1 INTRODUCTIONBUSINESS FUNCTIONS: CONVERSATIONAL AI MARKET DRIVERS
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7.2 SALES & MARKETINGNEED FOR ENHANCING CUSTOMER ENGAGEMENT AND STREAMLINING OPERATIONS TO BOOST DEMAND FOR CONVERSATIONAL AI SOLUTIONSCONTACT CENTER AUTOMATIONBRANDING & ADVERTISEMENTCAMPAIGN MANAGEMENTCUSTOMER ENGAGEMENT & RETENTION
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7.3 FINANCE & ACCOUNTINGCONVERSATIONAL AI SOLUTIONS TO PROVIDE HUMAN-LIKE INTERACTIONS, STREAMLINE OPERATIONS, AND ENHANCE CUSTOMER SERVICEVIRTUAL FINANCIAL ADVISORSEXPENSE TRACKING & REPORTINGDATA PRIVACY & COMPLIANCE MANAGEMENTAUTOMATED INVOICE PROCESSING
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7.4 OPERATIONS & SUPPLY CHAINCONVERSATIONAL AI TO STREAMLINE PROCESSES, ENHANCE COMMUNICATION, AND PROVIDE VALUABLE INSIGHTSWORKFLOW OPTIMIZATIONSCHEDULING & ROUTINGINVENTORY MANAGEMENTVENDOR MANAGEMENT
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7.5 HUMAN RESOURCES (HR)CONVERSATIONAL AI TO STREAMLINE HUMAN RESOURCE OPERATIONS AND IMPROVE EMPLOYEE EXPERIENCEEMPLOYEE ENGAGEMENT & ONBOARDINGPERFORMANCE MANAGEMENTDOCUMENT MANAGEMENTRECRUITMENT ASSISTANTS & SCREENING
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7.6 IT SERVICE MANAGEMENT (ITSM)CONVERSATIONAL AI TO AUTOMATE REPETITIVE TASKS, PROVIDE SELF-SERVICE OPTIONS, IMPROVE EFFICIENCY, AND REDUCE COSTSINCIDENT MANAGEMENTCOST OPTIMIZATIONQUERY HANDLINGKNOWLEDGE MANAGEMENT
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8.1 INTRODUCTIONCONVERSATIONAL AGENT TYPES: CONVERSATIONAL AI MARKET DRIVERS
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8.2 AI CHATBOTSCONVERSATIONAL AI PLATFORMS AND CHATBOTS TO ENHANCE CUSTOMER ENGAGEMENT AND DRIVE SALES
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8.3 VOICE BOTSVOICE BOTS TO IMPROVE SELF-SERVE RATES, HANDLE COMPLEX SCENARIOS FASTER, AND REDUCE NEED FOR HUMAN AGENTS
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8.4 INTERACTIVE VOICE ASSISTANTS (IVA)INTELLIGENT VIRTUAL AGENTS TO HANDLE QUERIES, TROUBLESHOOT PROBLEMS, AND FACILITATE TRANSACTIONS
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8.5 GENERATIVE AI AGENTSGENERATIVE AI AGENTS TO OPERATE 24/7 AND REDUCE NEED FOR EXTENSIVE STAFFING DURING NON-PEAK HOURS AND BANK HOLIDAYS
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9.1 INTRODUCTIONINTEGRATION MODES: CONVERSATIONAL AI MARKET DRIVERS
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9.2 INTERNAL ENTERPRISE SYSTEMSCONVERSATIONAL AI TO STREAMLINE OPERATIONS, ENHANCE PRODUCTIVITY, AND IMPROVE CUSTOMER INTERACTIONSCRMKBS
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9.3 EXTERNAL COMMUNICATION CHANNELSVOICE-ENABLED EXTERNAL COMMUNICATION CHANNELS TO OFFER CONVENIENCE, EFFICIENCY, AND HANDS-FREE EXPERIENCEMOBILE APPSIVR SYSTEMSMESSAGING SERVICES/PLATFORMSWEBSITESCONVERSATIONAL AI MARKET, BY VERTICAL
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10.1 INTRODUCTIONVERTICALS: CONVERSATIONAL AI MARKET DRIVERS
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10.2 BFSIDEMAND FOR SEAMLESS AND CONVENIENT INTERACTIONS, ENHANCED CUSTOMER ENGAGEMENT, REDUCED COSTS, AND IMPROVED OPERATIONAL EFFICIENCY TO DRIVE MARKETAUTOMATED CUSTOMER SUPPORTVIRTUAL FINANCIAL ASSISTANTSPORTFOLIO MANAGEMENTVOICE-BASED DIGITAL BANKINGOTHERS
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10.3 RETAIL & ECOMMERCECONVERSATIONAL AI TO ENHANCE CUSTOMER INTERACTIONS, BOOST SALES, AND STREAMLINE OPERATIONSVOICE COMMERCEPERSONALIZED RECOMMENDATIONSIN-STORE ASSISTANCEAUTOMATED SURVEYSAUTOMATED ORDER TRACKING & UPDATESOTHERS
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10.4 EDUCATIONCONVERSATIONAL AI TO OFFER PERSONALIZED LEARNING EXPERIENCES AND SUPPORT TO STUDENTS AND ASSIST TEACHERS IN MANAGING THEIR TASKSADMISSION QUERY RESOLUTIONADMINISTRATIVE TASK AUTOMATIONVIRTUAL LEARNING/COURSE ASSISTANTSPERSONALIZED LEARNING SUPPORTCONVERSATIONAL CAMPUSOTHERS
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10.5 MEDIA & ENTERTAINMENTCONVERSATIONAL AI TO ENHANCE CUSTOMER SERVICE, PERSONALIZED CONTENT RECOMMENDATIONS, ADVERTISING, AND PRODUCT DISCOVERYCONTENT PERSONALIZATIONPERSONALIZED CONTENT DELIVERYIMMERSIVE CONVERSATIONAL GAMINGADVERTISING & PROMOTIONSCONTENT LOCALIZATION AND TRANSLATIONOTHERS
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10.6 HEALTHCARE & LIFE SCIENCESCONVERSATIONAL AI TO RESHAPE PATIENT JOURNEYS AND DRIVE EMPATHETIC AUTOMATION IN HEALTHCARE AND LIFE SCIENCESAUTOMATED APPOINTMENT BOOKINGPATIENT ENGAGEMENT & FOLLOW-UPSSELF-HEALTH MANAGEMENTHEALTH TRACKING & MEDICATION MANAGEMENTSYMPTOM ASSESSMENT & TRIAGE MANAGEMENTOTHERS
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10.7 TRAVEL & HOSPITALITYCONVERSATIONAL AI TO IMPROVE CUSTOMER, STREAMLINE OPERATIONS, AND BRIDGE LANGUAGE BARRIERSVIRTUAL TRAVEL ASSISTANCEPERSONALIZED TRAVEL PLANNINGCONVERSATIONAL CHECK-INSVOICE-BASED BOOKINGS/ORDERINGSOTHERS
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10.8 AUTOMOTIVENEED FOR INTERACTION BETWEEN VEHICLES AND DEALERS AND PERSONALIZED SOLUTIONS AND SERVICES TO PROPEL MARKETVIRTUAL CAR SHOWROOM ASSISTANTSAI-POWERED NAVIGATION AND ROUTE OPTIMIZATIONPURCHASE ASSISTANCEAI-DRIVEN PREDICTIVE MAINTENANCEVEHICLE CONFIGURATION & CUSTOMIZATIONOTHERS
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10.9 IT/ ITESCONVERSATIONAL AI-POWERED ANALYTICS TOOLS TO EMPOWER DECISION-MAKERS WITH REAL-TIME INSIGHTSIT HELPDESK SUPPORT & TROUBLESHOOTINGSOFTWARE & APPLICATION SUPPORTPROJECT MANAGEMENT & TASK TRACKINGVIRTUAL IT PROCUREMENT ASSISTANTSIT SECURITY INCIDENT RESPONSE & THREAT INTELLIGENCE ANALYSISOTHERS
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10.10 GOVERNMENT & DEFENSECONVERSATIONAL AI ADOPTED BY GOVERNMENT ORGANIZATIONS TO IMPROVE CITIZEN SERVICES AND REDUCE COSTSE-GOVERNANCE SERVICESPUBLIC SAFETY INFORMATION DISSEMINATIONVIRTUAL TRAINING ASSISTANTS FOR DEFENSE PERSONNELCITIZEN ENGAGEMENT SURVEYS & FEEDBACK COLLECTIONSOTHERS
- 10.11 OTHER VERTICALS
- 11.1 INTRODUCTION
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11.2 NORTH AMERICANORTH AMERICA: CONVERSATIONAL AI MARKET DRIVERSUS- Rising need for call centers that provide better customer support services to drive demand for conversational AI solutionsCANADA- Need to elevate client satisfaction, optimize productivity, and stimulate innovation to fuel demand for conversational AI solutions
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11.3 EUROPEEUROPE: CONVERSATIONAL AI MARKET DRIVERSUK- Increasing adoption of AI-powered customer support services and rise in deployment of omnichannel methods to drive marketGERMANY- Conversational AI to enhance customer service, automate processes, and elevate user experienceFRANCE- Focus on developing advanced conversational AI solutions to spur market growthITALY- Emphasis on technological advancements, cost-efficiency, and evolving customer expectationsSPAIN- Strong technological ecosystem and focus on research and development in AI to fuel demand for conversational AI solutionsREST OF EUROPE
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11.4 ASIA PACIFICASIA PACIFIC: CONVERSATIONAL AI MARKET DRIVERSINDIA- Increasing internet penetration, expanding smartphone usage, and government’s ‘Digital India’ initiative to propel marketJAPAN- Aging population, labor shortage, and government’s initiatives to promote AI adoption to accelerate market growthCHINA- Integration of AI-powered chatbots in eCommerce and adoption of virtual assistants in smart homes and IoT devices to drive marketASEAN- Government initiatives to promote digital transformation to foster market growthSOUTH KOREA- Technological innovation, high internet penetration rates, and government initiatives to propel marketAUSTRALIA & NEW ZEALAND (ANZ)- Increasing digitalization, adoption of AI technologies across industries, and demand for personalized customer experience to spur market growthREST OF ASIA PACIFIC
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11.5 MIDDLE EAST & AFRICAMIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET DRIVERSSAUDI ARABIA- Implementation of government’s ‘Vision 2030’ initiative and need for personalized and efficient customer experience to drive marketUAE- ‘UAE Vision 2021.’ Dubai’s Smart City initiatives, and favorable investment climate to spur market growthSOUTH AFRICA- Increasing adoption of advanced technologies, robust telecommunications infrastructure, and rising internet penetration rates to drive marketQATAR- ‘Qatar Vision 2030’ and other government initiatives and thriving tourism and hospitality sector to accelerate market growthEGYPT- Growing demand for personalized customer experience and streamlined business processes to propel marketREST OF MIDDLE EAST & AFRICA
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11.6 LATIN AMERICALATIN AMERICA: CONVERSATIONAL AI MARKET DRIVERSBRAZIL- Increasing digitalization, rising internet and smartphone penetration, and emergence of multilingual chatbots to boost market growthMEXICO- Rapidly evolving digital landscape and increasing adoption of AI-driven technologies to boost demand for conversational AI solutionsARGENTINA- Rising demand for personalized customer experience to drive conversational AI marketREST OF LATIN AMERICA
- 12.1 OVERVIEW
- 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
- 12.3 REVENUE ANALYSIS
-
12.4 MARKET SHARE ANALYSISMARKET RANKING ANALYSIS
- 12.5 PRODUCT COMPARISON ANALYSIS
- 12.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
-
12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023STARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTSCOMPANY FOOTPRINT: KEY PLAYERS, 2023
-
12.8 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023PROGRESSIVE COMPANIESRESPONSIVE COMPANIESDYNAMIC COMPANIESSTARTING BLOCKSCOMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
-
12.9 COMPETITIVE SCENARIO AND TRENDSPRODUCT LAUNCHES AND ENHANCEMENTSDEALS
- 13.1 INTRODUCTION
-
13.2 KEY PLAYERSMICROSOFT- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewIBM- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewGOOGLE- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewOPENAI- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewBAIDU- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewAWS- Business overview- Products/Solutions/Services offered- Recent developmentsARTIFICIAL SOLUTIONS- Business overview- Products/Solutions/Services offered- Recent developmentsORACLE- Business overview- Products/Solutions/Services offered- Recent developmentsSAP- Business overview- Products/Solutions/Services offered- Recent developmentsKORE.AI- Business overview- Products/Solutions/Services offered- Recent developmentsLIVEPERSON- Business overview- Products/Solutions/Services offered- Recent developments[24]7.AI- Business overview- Products/Solutions/Services offered- Recent developmentsEGAIN- Business overview- Products/Solutions/Services offered- Recent developmentsAMELIA- Business overview- Products/Solutions/Services offered- Recent developments
-
13.3 OTHER PLAYERSAVAAMOCONVERSICAHAPTIKSOLVVYINBENTACREATIVE VIRTUALSOUNDHOUNDKASISTOMINDMELDGUPSHUPTWILIOSPRINKLR
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13.4 START-UPS/SMESHQE SYSTEMS- Business overview- Solutions/Services OfferedBOOST.AICOGNIGYRASASAARTHI.AISENSEFORTH.AIYELLOW.AIEXCEED.AICLINCLAIYERULAIQUIQPYPESTREAM
- 14.1 INTRODUCTION
-
14.2 SPEECH ANALYTICS MARKETMARKET DEFINITIONMARKET OVERVIEW- Speech analytics market, by offering- Speech analytics market, by deployment type- Speech analytics market, by business function- Speech analytics market, by channel- Speech analytics market, by vertical- Speech analytics market, by region
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14.3 CHATBOT MARKETMARKET DEFINITIONMARKET OVERVIEW- Chatbot market, by offering- Chatbot market, by type- Chatbot market, by channel integration- Chatbot market, by bot communication- Chatbot market, by business function- Chatbot market, by vertical- Chatbot market, by region
- 15.1 DISCUSSION GUIDE
- 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 15.3 CUSTOMIZATION OPTIONS
- 15.4 RELATED REPORTS
- 15.5 AUTHOR DETAILS
- TABLE 1 CONVERSATIONAL AI MARKET SEGMENTATION
- TABLE 2 USD EXCHANGE RATES, 2019–2023
- TABLE 3 PRIMARY INTERVIEWS
- TABLE 4 FACTOR ANALYSIS
- TABLE 5 GLOBAL CONVERSATIONAL AI MARKET SIZE AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y)
- TABLE 6 GLOBAL CONVERSATIONAL AI MARKET SIZE AND GROWTH RATE, 2024–2030 (USD MILLION, Y-O-Y)
- TABLE 7 CONVERSATIONAL AI MARKET: ECOSYSTEM
- TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 13 PATENTS FILED, 2013–2023
- TABLE 14 TOP 20 PATENT OWNERS IN CONVERSATIONAL AI MARKET, 2013–2023
- TABLE 15 LIST OF PATENTS GRANTED IN CONVERSATIONAL AI MARKET, 2022–2023
- TABLE 16 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION
- TABLE 17 INDICATIVE PRICING LEVELS OF CONVERSATIONAL AI SOFTWARE, BY OFFERING
- TABLE 18 CONVERSATIONAL AI MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025
- TABLE 19 PORTER’S FIVE FORCES’ IMPACT ON CONVERSATIONAL AI MARKET
- TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
- TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
- TABLE 22 CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 23 CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 24 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 25 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 26 MACHINE LEARNING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 27 MACHINE LEARNING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 28 NATURAL LANGUAGE PROCESSING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 29 NATURAL LANGUAGE PROCESSING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 30 AUTOMATIC SPEECH RECOGNITION: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 31 AUTOMATIC SPEECH RECOGNITION: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 32 DATA MINING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 33 DATA MINING: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 34 CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 35 CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 36 TEXT: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 37 TEXT: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 38 SPEECH: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 39 SPEECH: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 40 MULTIMODAL: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 41 MULTIMODAL: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 42 CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 43 CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 44 ON-PREMISES: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 45 ON-PREMISES: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 46 CLOUD: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 47 CLOUD: CONVERSATIONAL AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 48 CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 49 CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 50 SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 51 SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 52 CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 53 CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 54 PROFESSIONAL SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 55 PROFESSIONAL SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 56 CONSULTING & ADVISORY SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 57 CONSULTING & ADVISORY SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 58 INTEGRATION & DEPLOYMENT SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 59 INTEGRATION & DEPLOYMENT SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 60 SUPPORT & MAINTENANCE SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 61 SUPPORT & MAINTENANCE SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 62 TRAINING & EDUCATION SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 63 TRAINING & EDUCATION SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 64 MANAGED SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 65 MANAGED SERVICES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 66 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 67 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 68 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 69 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 70 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 71 SALES & MARKETING: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 72 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 73 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 74 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 75 FINANCE & ACCOUNTING: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 76 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 77 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 78 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 79 OPERATIONS & SUPPLY CHAIN: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 80 HUMAN RESOURCE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 81 HUMAN RESOURCE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 82 HUMAN RESOURCES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 83 HUMAN RESOURCES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 84 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 85 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 86 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 87 IT SERVICE MANAGEMENT: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 88 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 89 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 90 AI CHATBOTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 91 AI CHATBOTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 92 VOICE BOTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 93 VOICE BOTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 94 INTERACTIVE VOICE ASSISTANTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 95 INTERACTIVE VOICE ASSISTANTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 96 GENERATIVE AI AGENTS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 97 GENERATIVE AI AGENTS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 98 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 99 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 100 INTERNAL ENTERPRISE SYSTEMS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 101 INTERNAL ENTERPRISE SYSTEMS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 102 EXTERNAL COMMUNICATION CHANNELS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 103 EXTERNAL COMMUNICATION CHANNELS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 104 CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 105 CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 106 BFSI: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 107 BFSI: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 108 BFSI: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 109 BFSI: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 110 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 111 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 112 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 113 RETAIL & ECOMMERCE: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 114 EDUCATION: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 115 EDUCATION: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 116 EDUCATION: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 117 EDUCATION: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 118 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 119 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 120 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 121 MEDIA & ENTERTAINMENT: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 122 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 123 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 124 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 125 HEALTHCARE & LIFE SCIENCES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 126 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 127 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 128 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 129 TRAVEL & HOSPITALITY: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 130 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 131 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 132 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 133 AUTOMOTIVE: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 134 IT/ITES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 135 IT/ITES: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 136 IT /ITES: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 137 IT/ ITES: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 138 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 139 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 140 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 141 GOVERNMENT & DEFENSE: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 142 OTHER VERTICALS: CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 143 OTHER VERTICALS: CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 144 CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 145 CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 146 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 147 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 148 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 149 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 150 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 151 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 152 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 153 NORTH AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 154 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 155 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 156 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 157 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 158 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 159 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 160 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 161 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 162 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 163 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 164 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 165 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 166 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 167 NORTH AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 168 EUROPE: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 169 EUROPE: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 170 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 171 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 172 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 173 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 174 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 175 EUROPE: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 176 EUROPE: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 177 EUROPE: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 178 EUROPE: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 179 EUROPE: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 180 EUROPE: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 181 EUROPE: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 182 EUROPE: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 183 EUROPE: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 184 EUROPE: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 185 EUROPE: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 186 EUROPE: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 187 EUROPE: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 188 EUROPE: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 189 EUROPE: CONVERSATIONAL AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 190 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 191 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 192 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 193 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 194 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 195 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 196 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 197 ASIA PACIFIC: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 198 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 199 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 200 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 201 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 202 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 203 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 204 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 205 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 206 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 207 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 208 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 209 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 210 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY COUNTRY/REGION, 2019–2023 (USD MILLION)
- TABLE 211 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY COUNTRY/REGION, 2024–2030 (USD MILLION)
- TABLE 212 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY ASEAN COUNTRY, 2019–2023 (USD MILLION)
- TABLE 213 ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY ASEAN COUNTRY, 2024–2030 (USD MILLION)
- TABLE 214 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 215 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 216 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 217 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 218 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 219 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 220 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 221 MIDDLE EAST & AFRICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 222 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 223 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 224 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 225 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 226 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 227 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 228 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 229 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 230 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 231 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 232 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 233 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 234 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 235 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 236 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 237 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 238 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
- TABLE 239 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 240 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2019–2023 (USD MILLION)
- TABLE 241 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY MODALITY, 2024–2030 (USD MILLION)
- TABLE 242 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 243 LATIN AMERICA: CONVERSATIONAL AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 244 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 245 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 246 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 247 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 248 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 249 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
- TABLE 250 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
- TABLE 251 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
- TABLE 252 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
- TABLE 253 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
- TABLE 254 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 255 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
- TABLE 256 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 257 LATIN AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 258 OVERVIEW OF STRATEGIES ADOPTED BY KEY CONVERSATIONAL AI VENDORS
- TABLE 259 CONVERSATIONAL AI MARKET: DEGREE OF COMPETITION
- TABLE 260 REGIONAL FOOTPRINT (26 COMPANIES)
- TABLE 261 CONVERSATIONAL AGENT TYPE FOOTPRINT (26 COMPANIES)
- TABLE 262 VERTICAL FOOTPRINT (26 COMPANIES)
- TABLE 263 OFFERING FOOTPRINT (26 COMPANIES)
- TABLE 264 CONVERSATIONAL AI MARKET: DETAILED LIST OF KEY START-UPS/SMES
- TABLE 265 CONVERSATIONAL AI MARKET: COMPETITIVE BENCHMARKING OF START-UPS/SMES
- TABLE 266 CONVERSATIONAL AI MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021–APRIL 2024
- TABLE 267 CONVERSATIONAL AI MARKET: DEALS, JANUARY 2021–MARCH 2024
- TABLE 268 MICROSOFT: COMPANY OVERVIEW
- TABLE 269 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 270 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 271 MICROSOFT: DEALS
- TABLE 272 IBM: COMPANY OVERVIEW
- TABLE 273 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 274 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 275 IBM: DEALS
- TABLE 276 GOOGLE: COMPANY OVERVIEW
- TABLE 277 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 278 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 279 GOOGLE: DEALS
- TABLE 280 OPENAI: COMPANY OVERVIEW
- TABLE 281 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 282 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 283 OPENAI: DEALS
- TABLE 284 BAIDU: COMPANY OVERVIEW
- TABLE 285 BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 286 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 287 BAIDU: DEALS
- TABLE 288 AWS: COMPANY OVERVIEW
- TABLE 289 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 290 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 291 AWS: DEALS
- TABLE 292 ARTIFICIAL SOLUTIONS: COMPANY OVERVIEW
- TABLE 293 ARTIFICIAL SOLUTIONS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 294 ARTIFICIAL SOLUTIONS: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 295 ARTIFICIAL SOLUTIONS: DEALS
- TABLE 296 ORACLE: COMPANY OVERVIEW
- TABLE 297 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 298 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 299 ORACLE: DEALS
- TABLE 300 SAP: COMPANY OVERVIEW
- TABLE 301 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 302 SAP: DEALS
- TABLE 303 KORE.AI: COMPANY OVERVIEW
- TABLE 304 KORE.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 305 KORE.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 306 KORE.AI: DEALS
- TABLE 307 LIVEPERSON: COMPANY OVERVIEW
- TABLE 308 LIVEPERSON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 309 LIVEPERSON: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 310 LIVEPERSON: DEALS
- TABLE 311 [24]7.AI: COMPANY OVERVIEW
- TABLE 312 [24]7.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 313 [24]7.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 314 EGAIN: COMPANY OVERVIEW
- TABLE 315 EGAIN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 316 EGAIN: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 317 EGAIN: DEALS
- TABLE 318 AMELIA: COMPANY OVERVIEW
- TABLE 319 AMELIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 320 AMELIA: DEALS
- TABLE 321 HQE SYSTEMS: COMPANY OVERVIEW
- TABLE 322 HQE SYSTEMS: SOLUTIONS/SERVICES OFFERED
- TABLE 323 SPEECH ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 324 SPEECH ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
- TABLE 325 SPEECH ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 326 SPEECH ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
- TABLE 327 SPEECH ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
- TABLE 328 SPEECH ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024–2029 (USD MILLION)
- TABLE 329 SPEECH ANALYTICS MARKET, BY CHANNEL, 2019–2023 (USD MILLION)
- TABLE 330 SPEECH ANALYTICS MARKET, BY CHANNEL, 2024–2029 (USD MILLION)
- TABLE 331 SPEECH ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
- TABLE 332 SPEECH ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
- TABLE 333 SPEECH ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 334 SPEECH ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
- TABLE 335 CHATBOT MARKET, BY OFFERING, 2017–2022 (USD MILLION)
- TABLE 336 CHATBOT MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 337 CHATBOT MARKET, BY TYPE, 2017–2022 (USD MILLION)
- TABLE 338 CHATBOT MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 339 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2017–2022 (USD MILLION)
- TABLE 340 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2023–2028 (USD MILLION)
- TABLE 341 CHATBOT MARKET, BY BOT COMMUNICATION, 2017–2022 (USD MILLION)
- TABLE 342 CHATBOT MARKET, BY BOT COMMUNICATION, 2023–2028 (USD MILLION)
- TABLE 343 CHATBOT MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION)
- TABLE 344 CHATBOT MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
- TABLE 345 CHATBOT MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
- TABLE 346 CHATBOT MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
- TABLE 347 CHATBOT MARKET, BY REGION, 2017–2022 (USD MILLION)
- TABLE 348 CHATBOT MARKET, BY REGION, 2023–2028 (USD MILLION)
- FIGURE 1 CONVERSATIONAL AI MARKET: RESEARCH DESIGN
- FIGURE 2 DATA TRIANGULATION
- FIGURE 3 CONVERSATIONAL AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
- 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
- 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 EXTERNAL COMMUNICATION CHANNELS 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
- FIGURE 24 INCREASING INTEGRATION OF AI CHATBOTS ACROSS MESSAGING SERVICES FOR BETTER CUSTOMER SUPPORT TO DRIVE MARKET
- FIGURE 25 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 26 SOFTWARE AND EXTERNAL SEGMENTS TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2024
- FIGURE 27 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024
- FIGURE 28 CONVERSATIONAL AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
- FIGURE 29 CONVERSATIONAL AI MARKET: EVOLUTION
- FIGURE 30 CONVERSATIONAL AI MARKET: ARCHITECTURE
- FIGURE 31 CONVERSATIONAL AI MARKET: SUPPLY CHAIN ANALYSIS
- FIGURE 32 KEY PLAYERS IN CONVERSATIONAL AI MARKET ECOSYSTEM
- FIGURE 33 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
- FIGURE 34 TOP 10 APPLICANTS IN CONVERSATIONAL AI MARKET, 2013–2023
- FIGURE 35 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
- FIGURE 36 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, TOP THREE APPLICATIONS (USD/YEAR)
- FIGURE 37 PORTER’S FIVE FORCES ANALYSIS: CONVERSATIONAL AI MARKET
- FIGURE 38 CONVERSATIONAL AI MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
- FIGURE 39 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
- FIGURE 40 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
- FIGURE 41 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
- FIGURE 42 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 43 MACHINE LEARNING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 44 SPEECH SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 45 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 46 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 47 SUPPORT & MAINTENANCE SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 48 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 49 CAMPAIGN MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 50 DATA PRIVACY & COMPLIANCE MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 51 INVENTORY MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 52 RECRUITMENT ASSISTANTS & SCREENING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 53 QUERY HANDLING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 54 GENERATIVE AI AGENTS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 55 INTERNAL ENTERPRISE SYSTEMS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 56 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
- FIGURE 57 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 58 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 59 NORTH AMERICA: MARKET SNAPSHOT
- FIGURE 60 ASIA PACIFIC: MARKET SNAPSHOT
- FIGURE 61 TOP FIVE PLAYERS DOMINATING MARKET FROM 2019 TO 2023 (USD MILLION)
- FIGURE 62 SHARE OF LEADING COMPANIES IN CONVERSATIONAL AI MARKET, 2023
- FIGURE 63 PRODUCT COMPARISON ANALYSIS
- 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
- FIGURE 66 CONVERSATIONAL AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
- FIGURE 67 OVERALL COMPANY FOOTPRINT (26 COMPANIES)
- FIGURE 68 CONVERSATIONAL AI MARKET: COMPANY EVALUATION MATRIX (START-UPS/SMES), 2023
- FIGURE 69 MICROSOFT: COMPANY SNAPSHOT
- FIGURE 70 IBM: COMPANY SNAPSHOT
- FIGURE 71 GOOGLE: COMPANY SNAPSHOT
- FIGURE 72 BAIDU: COMPANY SNAPSHOT
- FIGURE 73 AWS: COMPANY SNAPSHOT
- FIGURE 74 ARTIFICIAL SOLUTIONS: COMPANY SNAPSHOT
- FIGURE 75 ORACLE: COMPANY SNAPSHOT
- FIGURE 76 SAP: COMPANY SNAPSHOT
- FIGURE 77 LIVEPERSON: COMPANY SNAPSHOT
- FIGURE 78 EGAIN: COMPANY SNAPSHOT
The conversational AI market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred conversational AI providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.
Secondary Research
In the secondary research process, various sources were referred to, for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors' websites. Additionally, conversational AI spending of various countries was extracted from the respective sources. Secondary research was mainly used to obtain key information related to the industry’s value chain and supply chain to identify key players based on software, services, market classification, and segmentation according to offerings of major players, industry trends related to software, services, deployment modes, business function, integration mode, conversational agent type, vertical, and regions, and key developments from both market- and technology-oriented perspectives.
Primary Research
In the primary research process, various primary sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and conversational AI expertise; related key executives from conversational AI solution vendors, SIs, professional service providers, and industry associations; and key opinion leaders.
Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from software and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped understand various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using conversational AI solutions, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of conversational AI software and services, which would impact the overall conversational AI market.
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Market Size Estimation
In the bottom-up approach, the adoption rate of conversational AI solutions and services among different end users in key countries concerning their regions contributing the most to the market share was identified. For cross-validation, the adoption of conversational AI solutions and services among industries and different use cases concerning their regions was identified and extrapolated. Weightage was given to use cases identified in different regions for the market size calculation.
Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the conversational AI market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major conversational AI providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall AI market size and segments’ size were determined and confirmed using the study.
Global Conversational AI Market Size: Bottom-Up and Top-Down Approach:
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Data Triangulation
Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the conversational AI market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major conversational AI providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall conversational AI market size and segments’ size were determined and confirmed using the study.
Market Definition
Conversational AI is technology that uses natural language processing and machine learning to take automated conversations to the next level. Conversational AI can better understand and process human language and power more intelligent conversations that don't follow a rigid structure, making them feel more natural and more human. From basic Natural Language Processing (NLP) to advanced machine learning models, conversational AI facilitates diverse conversations. Common applications include chatbots, virtual assistants, and customer service bots.
Stakeholders
- Application design and software developers
- Conversational AI vendors
- Business analysts
- Cloud service providers
- Consulting service providers
- Data scientists
- Distributors and Value-added Resellers (VARs)
- Government agencies
- Independent Software Vendors (ISV)
- Market research and consulting firms
- Support and maintenance service providers
- System Integrators (SIs)/migration service providers
- Technology providers
- Value-added resellers (VARs)
Report Objectives
- To define, describe, and predict the conversational AI market by offering (software and services), deployment mode, business function, integration mode, conversational agent type, vertical, and region
- To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
- To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
- To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the market
- To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
- To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
- To profile key players and comprehensively analyze their market rankings and core competencies.
- To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the conversational AI market
- To analyze the impact of recession across all the regions across the conversational AI market
Available Customizations
With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:
Product Analysis
- Product quadrant, which gives a detailed comparison of the product portfolio of each company.
Geographic Analysis
- Further breakup of the North American conversational AI market
- Further breakup of the European market
- Further breakup of the Asia Pacific market
- Further breakup of the Middle Eastern & African market
- Further breakup of the Latin America conversational AI market
Company Information
- Detailed analysis and profiling of additional market players (up to five)
Growth opportunities and latent adjacency in Conversational AI Market