Conversational AI Market by Product Type (AI Chatbots, Voice Bots, Virtual Assistants, Gen AI Agents), Business Function (Sales & Marketing, Operations & Supply Chain, Finance & Accounting, HR), Integration Type, and End User - Global Forecast to 2031

The conversational AI market is projected to grow from USD 17.05 billion in 2025 to USD 49.80 billion by 2031 at a compound annual growth rate (CAGR) of 19.6% during the forecast period. Advances in Natural Language Processing (NLP) and Machine Learning (ML) have made AI systems more adept at understanding and responding in human-like ways, leading to improved user experiences. Businesses are increasingly adopting conversational AI to meet rising customer expectations for instant, personalized, and 24/7 support. This automation helps reduce operational costs, enhance efficiency, and handle high volumes of inquiries, particularly in sectors like customer service, retail, and healthcare. The integration with emerging technologies like generative AI and voice assistants further expands its capabilities and applications.

“Sales & marketing business function to hold the largest market share during the forecast period”

The sales & marketing business function is expected to hold the largest market share in the conversational AI market during the forecast period due to its critical role in driving customer engagement and revenue. Businesses are increasingly using conversational AI tools like chatbots and virtual assistants to automate customer interactions, generate leads, personalize campaigns, and support buyers throughout the sales journey. These tools improve efficiency, provide real-time responses, and enhance customer experiences, leading to higher conversion rates. As companies seek to gain a competitive advantage and optimize marketing ROI, the demand for intelligent, conversational solutions continues to grow. This strong alignment between conversational AI capabilities and sales and marketing goals positions this business function as the leading adopter in the evolving AI landscape.

“By product type, AI chatbots to hold the largest market share during the forecast period”

During the forecast period, AI chatbots are projected to hold the largest market share in the conversational AI market due to their widespread adoption across industries such as retail, healthcare, banking, and customer service. These chatbots provide instant, automated responses to customer queries, reducing operational costs and enhancing user experience. As businesses increasingly prioritize 24/7 customer engagement and scalable support systems, AI chatbots have emerged as a reliable solution. Their integration with messaging apps and websites further boosts accessibility and convenience. Additionally, advancements in natural language processing and machine learning have significantly improved chatbot intelligence, making them more capable of understanding context and delivering human-like conversations. This continued innovation is expected to drive their dominance in the conversational AI landscape.

“Asia Pacific to witness rapid conversational AI growth fueled by innovation and emerging technologies, while North America leads in market size”

The Asia Pacific region is poised for rapid growth in the conversational AI market, driven by technological innovation, increasing digital transformation, and a rising number of tech-savvy consumers. Countries like China, India, Japan, and South Korea are investing heavily in artificial intelligence, supported by government initiatives, growing startup ecosystems, and the adoption of smart devices. The proliferation of smartphones, social media, and messaging platforms has created fertile ground for conversational AI tools such as chatbots and virtual assistants. Moreover, the region's diverse languages and cultures are encouraging the development of multilingual AI systems, further accelerating adoption. Conversely, North America maintains its lead in market size due to its mature technological infrastructure, early adoption of AI, and the presence of major players like Google, Microsoft, IBM, and AWS. The region benefits from strong R&D investment, robust cloud ecosystems, and high demand across sectors such as banking, healthcare, and e-commerce. Enterprises in North America are focused on enhancing customer experience, automating services, and improving operational efficiency through conversational AI. While North America dominates in terms of revenue and innovation hubs, Asia Pacific’s growth trajectory signals a potential shift in global dynamics as emerging economies harness AI to bridge digital divides and gain a competitive edge.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the conversational AI market.

  • By Company: Tier I – 34%, Tier II – 43%, and Tier III – 23%
  • By Designation: C Level – 28%, Director Level – 50%, and others – 22%
  • By Region: North America – 30%, Europe – 35%, Asia Pacific – 20%, Middle East & Africa – 10%, and Latin America – 5%
The report includes the study of key players offering conversational AI solutions and services. It profiles major vendors in the conversational AI market. The major players in the conversational AI market include Microsoft (US), IBM (US), Google (US), OpenAI (US), Baidu (China), AWS (US), Oracle (US), SAP (Germany), Verint (US), Twilio (US), Sprinklr (US), LivePerson (US), [24]7.ai (US), GupShup (US), Yellow.ai (US), Anthropic (US), Kore.AI (US), Uniphore (US), eGain (US), SoundHound AI (US), Gridspace (US), Avaamo (US), Conversica (US), Inbenta (US), Creative Virtual (UK), Kasisto (US), MindMeld (US), Haptik (India), Teneo.ai (Sweden), Cognigy (Germany), Rasa (US), Sarthi.ai (India), Senseforth.ai (India), Exceed.ai (US), Clinc (US), Laiye (China), Rulai (US), Quiq (US), Pypestream (US), Boost.ai (Norway), Verloop.io (India), OneReach.ai (US), Omilia (Cyprus), and Aisera (US).

Research coverage

This research report covers the conversational AI market, which has been segmented based on offering, business function, integration type, product type, and end user. The offering segment consists of software and services. The software by deployment mode segment is categorized into on-premises and cloud. The services segment is further divided into managed services and professional services. The professional services segment includes consulting & advisory, integration & deployment, support & maintenance, and training & education. The product type segment covers AI chatbots, voice bots, virtual assistants, and generative AI agents. Based on business functions, the conversational AI market is categorized into sales & marketing, finance & accounting, HR, ITSM, and operations & supply chain. The integration type segment is categorized into internal enterprise systems (CRM and knowledge base systems) and external communication channels (mobile apps, IVR systems, messaging services/platforms, and websites). The end users include individual users and enterprises. Enterprises include BFSI, retail & e-commerce, healthcare & life sciences, technology & software, telecommunications, media & entertainment, travel & hospitality, government & defense, energy & utilities. automotive, transportation & logistics, and other enterprise-level end users (education, construction & real estate, and manufacturing). The regional analysis of the conversational AI market covers North America, Europe, Asia Pacific, the Middle East & Africa (MEA), and Latin America. The report also contains a detailed analysis of investment & funding scenarios, case studies, regulatory landscape, ecosystem analysis, supply chain analysis, pricing analysis, and technology analysis.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall conversational AI market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market's pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
  • Analysis of key drivers (increasing integration of AI chatbots in messaging services, omnichannel deployment and reduced chatbot development cost, growing language coverage and accessibility, rising demand to implement AI-powered digital experience across government sector), restraints (data privacy and compliance concerns, infrastructure and latency Constraints), opportunities (integration of computer vision with voice recognition technology to facilitate in-depth and personalized interactions, vertical-specific conversational AI solutions, agentic AI and workflow automation), and challenges (apprehensiveness about disclosing personal or sensitive information, lack of precision in resolving queries).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and product & service launches in the conversational AI market.
  • Market Development: Comprehensive information about lucrative markets – the report analyzes the conversational AI market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the conversational AI market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Microsoft (US), IBM (US), Google (US), OpenAI (US), Baidu (China), AWS (US), Oracle (US), SAP (Germany), Verint (US), Twilio (US), Sprinklr (US), LivePerson (US), [24]7.ai (US), GupShup (US), Yellow.ai (US), Anthropic (US), Kore.AI (US), Uniphore (US), eGain (US), SoundHound AI (US), Gridspace (US), Avaamo (US), Conversica (US), Inbenta (US), Creative Virtual (UK), Kasisto (US), MindMeld (US), Haptik (India), Teneo.ai (Sweden), Cognigy (Germany), Rasa (US), Sarthi.ai (India), Senseforth.ai (India), Exceed.ai (US), Clinc (US), Laiye (China), Rulai (US), Quiq (US), Pypestream (US), Boost.ai (Norway), Verloop.io (India), OneReach.ai (US), Omilia (Cyprus), and Aisera (US) in the conversational AI market. The report also helps stakeholders understand the pulse of the conversational AI market and provides them with information on key market drivers, restraints, challenges, and opportunities.


Tables List
Table 1 Usd Exchange Rates, 2020–2024
Table 2 Primary Interviews
Table 3 Factor Analysis
Table 4 Global Conversational Ai Market Size And Growth Rate,
2020–2024 (Usd Million, Y-o-y)
Table 5 Global Conversational Ai Market Size And Growth Rate,
2025–2031 (Usd Million, Y-o-y)
Table 6 Us-adjusted Reciprocal Tariff Rates
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, 2016–2025
Table 14 List Of Few Patents In Conversational Ai Market, 2024–2025
Table 15 Average Selling Price Of Offering, By Product Type, 2025
Table 16 Average Selling Price, By Business Function, 2025
Table 17 Conversational Ai Market: Detailed List Of Conferences &
Events, 2025–2026
Table 18 Porter’s Five Forces’ Impact On Conversational Ai Market
Table 19 Influence Of Stakeholders On Buying Process For Top Three Verticals
Table 20 Key Buying Criteria For Top Three Verticals
Table 21 Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 22 Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 23 Conversational Ai Market, By Deployment Mode,
2020–2024 (Usd Million)
Table 24 Conversational Ai Market, By Deployment Mode,
2025–2031 (Usd Million)
Table 25 Cloud: Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 26 Cloud: Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 27 On-premises: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 28 On-premises: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 29 Conversational Ai Market, By Service, 2020–2024 (Usd Million)
Table 30 Conversational Ai Market, By Service, 2025–2031 (Usd Million)
Table 31 Conversational Ai Market, By Professional Service,
2020–2024 (Usd Million)
Table 32 Conversational Ai Market, By Professional Service,
2025–2031 (Usd Million)
Table 33 Consulting & Advisory: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 34 Consulting & Advisory: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 35 Integration & Deployment: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 36 Integration & Deployment: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 37 Support & Maintenance: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 38 Support & Maintenance: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 39 Training & Education: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 40 Training & Education: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 41 Managed Conversational Ai Services: Conversational Ai Market,
By Region, 2020–2024 (Usd Million)
Table 42 Managed Conversational Ai Services: Conversational Ai Market,
By Region, 2025–2031 (Usd Million)
Table 43 Conversational Ai Market, By Product Type, 2020–2024 (Usd Million)
Table 44 Conversational Ai Market, By Product Type, 2025–2031 (Usd Million)
Table 45 Ai Chatbots: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 46 Ai Chatbots: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 47 Voice Bots: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 48 Voice Bots: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 49 Virtual Assistants: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 50 Virtual Assistants: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 51 Generative Ai Agents: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 52 Generative Ai Agents: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 53 Conversational Ai Market, By Business Function,
2020–2024 (Usd Million)
Table 54 Conversational Ai Market, By Business Function,
2025–2031 (Usd Million)
Table 55 Sales & Marketing: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 56 Sales & Marketing: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 57 Operations & Supply Chain: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 58 Operations & Supply Chain: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 59 Finance & Accounting: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 60 Finance & Accounting: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 61 Human Resources (Hr): Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 62 Human Resources (Hr): Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 63 Itsm: Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 64 Itsm: Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 65 Conversational Ai Market, By Integration Type, 2020–2024 (Usd Million)
Table 66 Conversational Ai Market, By Integration Type, 2025–2031 (Usd Million)
Table 67 Internal Enterprise Systems: Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 68 Internal Enterprise Systems: Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 69 External Communication Channels: Conversational Ai Market,
By Region, 2020–2024 (Usd Million)
Table 70 External Communication Channels: Conversational Ai Market,
By Region, 2025–2031 (Usd Million)
Table 71 Conversational Ai Market, By End User, 2020–2024 (Usd Million)
Table 72 Conversational Ai Market, By End User, 2025–2031 (Usd Million)
Table 73 Individual Users: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 74 Individual Users: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 75 Conversational Ai Market, By Enterprise, 2020–2024 (Usd Million)
Table 76 Conversational Ai Market, By Enterprise, 2025–2031 (Usd Million)
Table 77 Bfsi: Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 78 Bfsi: Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 79 Retail & E-commerce: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 80 Retail & E-commerce: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 81 Healthcare & Life Sciences: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 82 Healthcare & Life Sciences: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 83 Technology & Software: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 84 Technology & Software: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 85 Telecommunications: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 86 Telecommunications: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 87 Media & Entertainment: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 88 Media & Entertainment: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 89 Travel & Hospitality: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 90 Travel & Hospitality: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 91 Government & Defense: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 92 Government & Defense: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 93 Energy & Utilities: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 94 Energy & Utilities: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 95 Automotive: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 96 Automotive: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 97 Transportation & Logistics: Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 98 Transportation & Logistics: Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 99 Other Enterprises: Conversational Ai Market, By Region,
2020–2024 (Usd Million)
Table 100 Other Enterprises: Conversational Ai Market, By Region,
2025–2031 (Usd Million)
Table 101 Conversational Ai Market, By Region, 2020–2024 (Usd Million)
Table 102 Conversational Ai Market, By Region, 2025–2031 (Usd Million)
Table 103 North America: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 104 North America: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 105 North America: Conversational Ai Market, By Deployment Mode,
2020–2024 (Usd Million)
Table 106 North America: Conversational Ai Market, By Deployment Mode,
2025–2031 (Usd Million)
Table 107 North America: Conversational Ai Market, By Service,
2020–2024 (Usd Million)
Table 108 North America: Conversational Ai Market, By Service,
2025–2031 (Usd Million)
Table 109 North America: Conversational Ai Market, By Professional Service, 2020–2024 (Usd Million)
Table 110 North America: Conversational Ai Market, By Professional Service, 2025–2031 (Usd Million)
Table 111 North America: Conversational Ai Market, By Business Function,
2020–2024 (Usd Million)
Table 112 North America: Conversational Ai Market, By Business Function,
2025–2031 (Usd Million)
Table 113 North America: Conversational Ai Market, By Integration Type,
2020–2024 (Usd Million)
Table 114 North America: Conversational Ai Market, By Integration Type,
2025–2031 (Usd Million)
Table 115 North America: Conversational Ai Market, By Product Type,
2020–2024 (Usd Million)
Table 116 North America: Conversational Ai Market, By Product Type,
2025–2031 (Usd Million)
Table 117 North America: Conversational Ai Market, By End User,
2020–2024 (Usd Million)
Table 118 North America: Conversational Ai Market, By End User,
2025–2031 (Usd Million)
Table 119 North America: Conversational Ai Market, By Enterprise,
2020–2024 (Usd Million)
Table 120 North America: Conversational Ai Market, By Enterprise,
2025–2031 (Usd Million)
Table 121 North America: Conversational Ai Market, By Country,
2020–2024 (Usd Million)
Table 122 North America: Conversational Ai Market, By Country,
2025–2031 (Usd Million)
Table 123 Us: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 124 Us: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 125 Canada: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 126 Canada: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 127 Europe: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 128 Europe: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 129 Europe: Conversational Ai Market, By Deployment Mode,
2020–2024 (Usd Million)
Table 130 Europe: Conversational Ai Market, By Deployment Mode,
2025–2031 (Usd Million)
Table 131 Europe: Conversational Ai Market, By Service, 2020–2024 (Usd Million)
Table 132 Europe: Conversational Ai Market, By Service, 2025–2031 (Usd Million)
Table 133 Europe: Conversational Ai Market, By Professional Service,
2020–2024 (Usd Million)
Table 134 Europe: Conversational Ai Market, By Professional Service,
2025–2031 (Usd Million)
Table 135 Europe: Conversational Ai Market, By Business Function,
2020–2024 (Usd Million)
Table 136 Europe: Conversational Ai Market, By Business Function,
2025–2031 (Usd Million)
Table 137 Europe: Conversational Ai Market, By Integration Type,
2020–2024 (Usd Million)
Table 138 Europe: Conversational Ai Market, By Integration Type,
2025–2031 (Usd Million)
Table 139 Europe: Conversational Ai Market, By Product Type,
2020–2024 (Usd Million)
Table 140 Europe: Conversational Ai Market, By Product Type,
2025–2031 (Usd Million)
Table 141 Europe: Conversational Ai Market, By End User,
2020–2024 (Usd Million)
Table 142 Europe: Conversational Ai Market, By End User,
2025–2031 (Usd Million)
Table 143 Europe: Conversational Ai Market, By Enterprise,
2020–2024 (Usd Million)
Table 144 Europe: Conversational Ai Market, By Enterprise,
2025–2031 (Usd Million)
Table 145 Europe: Conversational Ai Market, By Country, 2020–2024 (Usd Million)
Table 146 Europe: Conversational Ai Market, By Country, 2025–2031 (Usd Million)
Table 147 Uk: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 148 Uk: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 149 Germany: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 150 Germany: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 151 France: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 152 France: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 153 Italy: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 154 Italy: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 155 Spain: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 156 Spain: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 157 Rest Of Europe: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 158 Rest Of Europe: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 159 Asia Pacific: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 160 Asia Pacific: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 161 Asia Pacific: Conversational Ai Market, By Deployment Mode,
2020–2024 (Usd Million)
Table 162 Asia Pacific: Conversational Ai Market, By Deployment Mode,
2025–2031 (Usd Million)
Table 163 Asia Pacific: Conversational Ai Market, By Service,
2020–2024 (Usd Million)
Table 164 Asia Pacific: Conversational Ai Market, By Service,
2025–2031 (Usd Million)
Table 165 Asia Pacific: Conversational Ai Market, By Professional Service,
2020–2024 (Usd Million)
Table 166 Asia Pacific: Conversational Ai Market, By Professional Service,
2025–2031 (Usd Million)
Table 167 Asia Pacific: Conversational Ai Market, By Business Function,
2020–2024 (Usd Million)
Table 168 Asia Pacific: Conversational Ai Market, By Business Function,
2025–2031 (Usd Million)
Table 169 Asia Pacific: Conversational Ai Market, By Integration Type,
2020–2024 (Usd Million)
Table 170 Asia Pacific: Conversational Ai Market, By Integration Type,
2025–2031 (Usd Million)
Table 171 Asia Pacific: Conversational Ai Market, By Product Type,
2020–2024 (Usd Million)
Table 172 Asia Pacific: Conversational Ai Market, By Product Type,
2025–2031 (Usd Million)
Table 173 Asia Pacific: Conversational Ai Market, By End User,
2020–2024 (Usd Million)
Table 174 Asia Pacific: Conversational Ai Market, By End User,
2025–2031 (Usd Million)
Table 175 Asia Pacific: Conversational Ai Market, By Enterprise,
2020–2024 (Usd Million)
Table 176 Asia Pacific: Conversational Ai Market, By Enterprise,
2025–2031 (Usd Million)
Table 177 Asia Pacific: Conversational Ai Market, By Country,
2020–2024 (Usd Million)
Table 178 Asia Pacific: Conversational Ai Market, By Country,
2025–2031 (Usd Million)
Table 179 China: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 180 China: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 181 India: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 182 India: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 183 Japan: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 184 Japan: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 185 South Korea: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 186 South Korea: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 187 Asean: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 188 Asean: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 189 Australia & New Zealand: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 190 Australia & New Zealand: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 191 Rest Of Asia Pacific: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 192 Rest Of Asia Pacific: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 193 Middle East & Africa: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 194 Middle East & Africa: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 195 Middle East & Africa: Conversational Ai Market, By Deployment Mode, 2020–2024 (Usd Million)
Table 196 Middle East & Africa: Conversational Ai Market, By Deployment Mode, 2025–2031 (Usd Million)
Table 197 Middle East & Africa: Conversational Ai Market, By Service,
2020–2024 (Usd Million)
Table 198 Middle East & Africa: Conversational Ai Market, By Service,
2025–2031 (Usd Million)
Table 199 Middle East & Africa: Conversational Ai Market, By Professional Service, 2020–2024 (Usd Million)
Table 200 Middle East & Africa: Conversational Ai Market, By Professional Service, 2025–2031 (Usd Million)
Table 201 Middle East & Africa: Conversational Ai Market, By Business Function, 2020–2024 (Usd Million)
Table 202 Middle East & Africa: Conversational Ai Market, By Business Function, 2025–2031 (Usd Million)
Table 203 Middle East & Africa: Conversational Ai Market, By Integration Type, 2020–2024 (Usd Million)
Table 204 Middle East & Africa: Conversational Ai Market, By Integration Type, 2025–2031 (Usd Million)
Table 205 Middle East & Africa: Conversational Ai Market, By Product Type,
2020–2024 (Usd Million)
Table 206 Middle East & Africa: Conversational Ai Market, By Product Type,
2025–2031 (Usd Million)
Table 207 Middle East & Africa: Conversational Ai Market, By End User,
2020–2024 (Usd Million)
Table 208 Middle East & Africa: Conversational Ai Market, By End User,
2025–2031 (Usd Million)
Table 209 Middle East & Africa: Conversational Ai Market, By Enterprise,
2020–2024 (Usd Million)
Table 210 Middle East & Africa: Conversational Ai Market, By Enterprise,
2025–2031 (Usd Million)
Table 211 Middle East & Africa: Conversational Ai Market, By Country,
2020–2024 (Usd Million)
Table 212 Middle East & Africa: Conversational Ai Market, By Country,
2025–2031 (Usd Million)
Table 213 Uae: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 214 Uae: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 215 Ksa: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 216 Ksa: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 217 Qatar: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 218 Qatar: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 219 Egypt: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 220 Egypt: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 221 South Africa: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 222 South Africa: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 223 Rest Of Middle East & Africa: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 224 Rest Of Middle East & Africa: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 225 Latin America: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 226 Latin America: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 227 Latin America: Conversational Ai Market, By Deployment Mode,
2020–2024 (Usd Million)
Table 228 Latin America: Conversational Ai Market, By Deployment Mode,
2025–2031 (Usd Million)
Table 229 Latin America: Conversational Ai Market, By Service,
2020–2024 (Usd Million)
Table 230 Latin America: Conversational Ai Market, By Service,
2025–2031 (Usd Million)
Table 231 Latin America: Conversational Ai Market, By Professional Service, 2020–2024 (Usd Million)
Table 232 Latin America: Conversational Ai Market, By Professional Service, 2025–2031 (Usd Million)
Table 233 Latin America: Conversational Ai Market, By Business Function,
2020–2024 (Usd Million)
Table 234 Latin America: Conversational Ai Market, By Business Function,
2025–2031 (Usd Million)
Table 235 Latin America: Conversational Ai Market, By Integration Type,
2020–2024 (Usd Million)
Table 236 Latin America: Conversational Ai Market, By Integration Type,
2025–2031 (Usd Million)
Table 237 Latin America: Conversational Ai Market, By Product Type,
2020–2024 (Usd Million)
Table 238 Latin America: Conversational Ai Market, By Product Type,
2025–2031 (Usd Million)
Table 239 Latin America: Conversational Ai Market, By End User,
2020–2024 (Usd Million)
Table 240 Latin America: Conversational Ai Market, By End User,
2025–2031 (Usd Million)
Table 241 Latin America: Conversational Ai Market, By Enterprise,
2020–2024 (Usd Million)
Table 242 Latin America: Conversational Ai Market, By Enterprise,
2025–2031 (Usd Million)
Table 243 Latin America: Conversational Ai Market, By Country,
2020–2024 (Usd Million)
Table 244 Latin America: Conversational Ai Market, By Country,
2025–2031 (Usd Million)
Table 245 Brazil: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 246 Brazil: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 247 Mexico: Conversational Ai Market, By Offering, 2020–2024 (Usd Million)
Table 248 Mexico: Conversational Ai Market, By Offering, 2025–2031 (Usd Million)
Table 249 Argentina: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 250 Argentina: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 251 Rest Of Latin America: Conversational Ai Market, By Offering,
2020–2024 (Usd Million)
Table 252 Rest Of Latin America: Conversational Ai Market, By Offering,
2025–2031 (Usd Million)
Table 253 Overview Of Strategies Adopted By Key Conversational
Ai Vendors, 2022–2025
Table 254 Conversational Ai Market: Degree Of Competition
Table 255 Regional Footprint (20 Companies), 2024
Table 256 Product Type Footprint (20 Companies), 2024
Table 257 Business Function Footprint (20 Companies), 2024
Table 258 End User Footprint (20 Companies), 2024
Table 259 Conversational Ai Market: Key Startups/Smes, 2024
Table 260 Conversational Ai Market: Competitive Benchmarking
Of Key Startups/Smes, 2024
Table 261 Conversational Ai Market: Product Launches And
Enhancements, 2022–2025
Table 262 Conversational Ai Market: Deals, 2022–2025
Table 263 Microsoft: Business Overview
Table 264 Microsoft: Products/Solutions/Services Offered
Table 265 Microsoft: Product Launches & Enhancements
Table 266 Microsoft: Deals
Table 267 Ibm: Company Overview
Table 268 Ibm: Products/Solutions/Services Offered
Table 269 Ibm: Product Launches & Enhancements
Table 270 Ibm: Deals
Table 271 Google: Company Overview
Table 272 Google: Products/Solutions/Services Offered
Table 273 Google: Product Launches & Enhancements
Table 274 Google: Deals
Table 275 Aws: Company Overview
Table 276 Aws: Products/Solutions/Services Offered
Table 277 Aws: Product Launches & Enhancements
Table 278 Aws: Deals
Table 279 Kore.Ai: Company Overview
Table 280 Kore.Ai: Products/Solutions/Services Offered
Table 281 Kore.Ai: Product Launches & Enhancements
Table 282 Kore.Ai: Deals
Table 283 Oracle: Company Overview
Table 284 Oracle: Products/Solutions/Services Offered
Table 285 Oracle: Product Launches & Enhancements
Table 286 Oracle: Deals
Table 287 Openai: Company Overview
Table 288 Openai: Products/Solutions/Services Offered
Table 289 Openai: Product Launches & Enhancements
Table 290 Openai: Deals
Table 291 Baidu: Company Overview
Table 292 Baidu: Products/Solutions/Services Offered
Table 293 Baidu: Product Launches & Enhancements
Table 294 Sap: Company Overview
Table 295 Sap: Products/Solutions/Services Offered
Table 296 Sap: Deals
Table 297 Liveperson: Company Overview
Table 298 Liveperson: Products/Solutions/Services Offered
Table 299 Liveperson: Product Launches & Enhancements
Table 300 Liveperson: Deals
Table 301 [24]7.Ai: Company Overview
Table 302 [24]7.Ai: Products/Solutions/Services Offered
Table 303 [24]7.Ai: Product Launches & Enhancements
Table 304 Egain: Company Overview
Table 305 Egain: Products/Solutions/Services Offered
Table 306 Egain: Product Launches & Enhancements
Table 307 Egain: Deals
Table 308 Soundhound Ai: Company Overview
Table 309 Soundhound Ai: Products/Solutions/Services Offered
Table 310 Soundhound Ai: Product Launches & Enhancements
Table 311 Soundhound Ai: Deals
Table 312 Teneo.Ai: Company Overview
Table 313 Teneo.Ai: Products/Solutions/Services Offered
Table 314 Teneo.Ai: Deals
Table 315 Speech Analytics Market, By Offering, 2019–2023 (Usd Million)
Table 316 Speech Analytics Market, By Offering, 2024–2029 (Usd Million)
Table 317 Speech Analytics Software Market, By Deployment Mode,
2019–2023 (Usd Million)
Table 318 Speech Analytics Software Market, By Deployment Mode,
2024–2029 (Usd Million)
Table 319 Speech Analytics Market, By Business Function,
2019–2023 (Usd Million)
Table 320 Speech Analytics Market, By Business Function,
2024–2029 (Usd Million)
Table 321 Speech Analytics Market, By Channel, 2019–2023 (Usd Million)
Table 322 Speech Analytics Market, By Channel, 2024–2029 (Usd Million)
Table 323 Speech Analytics Market, By Vertical, 2019–2023 (Usd Million)
Table 324 Speech Analytics Market, By Vertical, 2024–2029 (Usd Million)
Table 325 Speech Analytics Market, By Region, 2019–2023 (Usd Million)
Table 326 Speech Analytics Market, By Region, 2024–2029 (Usd Million)
Table 327 Chatbot Market, By Offering, 2017–2022 (Usd Million)
Table 328 Chatbot Market, By Offering, 2023–2028 (Usd Million)
Table 329 Chatbot Market, By Type, 2017–2022 (Usd Million)
Table 330 Chatbot Market, By Type, 2023–2028 (Usd Million)
Table 331 Chatbot Market, By Channel Integration, 2017–2022 (Usd Million)
Table 332 Chatbot Market, By Channel Integration, 2023–2028 (Usd Million)
Table 333 Chatbot Market, By Bot Communication, 2017–2022 (Usd Million)
Table 334 Chatbot Market, By Bot Communication, 2023–2028 (Usd Million)
Table 335 Chatbot Market, By Business Function, 2017–2022 (Usd Million)
Table 336 Chatbot Market, By Business Function, 2023–2028 (Usd Million)
Table 337 Chatbot Market, By Vertical, 2017–2022 (Usd Million)
Table 338 Chatbot Market, By Vertical, 2023–2028 (Usd Million)
Table 339 Chatbot Market, By Region, 2017–2022 (Usd Million)
Table 340 Chatbot Market, By Region, 2023–2028 (Usd Million)
Figures List
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 Size In 2025
Figure 9 Cloud Segment Set To Register Larger Market Share In 2025
Figure 10 Professional Services Segment To Account For Larger
Market Size In 2025
Figure 11 Integration & Deployment Services Segment To Hold Largest Market Share In 2025
Figure 12 Ai Chatbots Segment To Account For Largest Market Size In 2025
Figure 13 Sales & Marketing Segment Set To Register Largest
Market Share In 2025
Figure 14 External Communication Channels Segment To Hold
Larger Market Size In 2025
Figure 15 Enterprises Segment Set To Register Larger Market Share In 2025
Figure 16 Healthcare & Life Sciences Segment To Grow At Highest Cagr
During Forecast Period
Figure 17 Asia Pacific To Grow At Highest Cagr During Forecast Period
Figure 18 Increasing Integration Of Ai Chatbots Across Messaging Services
For Better Customer Support To Drive Market
Figure 19 Operations & Supply Chain Segment To Grow At Highest Cagr
During Forecast Period
Figure 20 Ai Chatbots And Sales & Marketing Segments To Hold Largest Market Shares In North America In 2025
Figure 21 North America To Hold Largest Market Share In 2024
Figure 22 Drivers, Restraints, Opportunities, And Challenges:
Conversational Ai Market
Figure 23 Evolution Of Conversational Ai Market
Figure 24 Conversational Ai Market: Architecture
Figure 25 Conversational Ai Market: Supply Chain Analysis
Figure 26 Key Players In Conversational Ai Market Ecosystem
Figure 27 Conversational Ai Market: Investment Landscape And Funding Scenario
Figure 28 Number Of Patents Granted In Last 10 Years, 2016–2025
Figure 29 Regional Analysis Of Patents Granted, 2016–2025
Figure 30 Conversational Ai Market: Porter’s Five Forces Analysis
Figure 31 Trends/Disruptions Impacting Customers’ Businesses
Figure 32 Influence Of Stakeholders On Buying Process For Top Three Verticals
Figure 33 Key Buying Criteria For Top Three Verticals
Figure 34 Services Segment To Grow At Higher Cagr During Forecast Period
Figure 35 Cloud-based Deployment Mode To Grow At Higher Cagr
During Forecast Period
Figure 36 Managed Services To Grow At Higher Cagr During Forecast Period
Figure 37 Support & Maintenance Management To Grow At Highest Cagr
During Forecast Period
Figure 38 Generative Ai Agents To Grow At Higher Cagr During Forecast Period
Figure 39 Operations & Supply Chain To Grow At Highest Cagr
During Forecast Period
Figure 40 External Communication Channels To Grow At Higher Cagr
During Forecast Period
Figure 41 Individual Users To Grow At Higher Cagr During Forecast Period
Figure 42 Healthcare & Life Sciences Segment To Grow At Highest Cagr
During Forecast Period
Figure 43 North America To Account For Largest Share During Forecast Period
Figure 44 India To Witness Fastest Growth During Forecast Period
Figure 45 North America: Conversational Ai Market Snapshot
Figure 46 Asia Pacific: Conversational Ai Market Snapshot
Figure 47 Top Five Players Dominating Market Over Last Five Years (Usd Million)
Figure 48 Share Of Leading Companies In Conversational Ai Market, 2024
Figure 49 Product Comparative Analysis, By Prominent/Leading Vendor
Figure 50 Financial Metrics Of Key Vendors
Figure 51 Year-to-date (Ytd) Price Total Return And 5-year Stock
Beta Of Key Vendors
Figure 52 Conversational Ai Market: Company Evaluation Matrix
(Key Players), 2024
Figure 53 Company Footprint (20 Companies), 2024
Figure 54 Conversational Ai Market: Company Evaluation Matrix
(Startups/Smes), 2024
Figure 55 Microsoft: Company Snapshot
Figure 56 Ibm: Company Snapshot
Figure 57 Google: Company Snapshot
Figure 58 Aws: Company Snapshot
Figure 59 Oracle: Company Snapshot
Figure 60 Baidu: Company Snapshot
Figure 61 Sap: Company Snapshot
Figure 62 Liveperson: Company Snapshot
Figure 63 Egain: Company Snapshot
Figure 64 Soundhound: Company Snapshot
Figure 65 Teneo.Ai: Company Snapshot

1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions And Exclusions
1.3 Market Scope
1.3.1 Market Segmentation & Regions Covered
1.3.2 Years Considered
1.4 Currency Considered
1.5 Stakeholders
1.6 Summary Of Changes
2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakup Of Primary Profiles
2.1.2.2 Key Insights From Industry Experts
2.2 Market Breakup And Data Triangulation
2.3 Market Size Estimation
2.3.1 Top-down Approach
2.3.2 Bottom-up Approach
2.4 Market Forecast
2.5 Research Assumptions
2.6 Limitations
3 Executive Summary
4 Premium Insights
4.1 Attractive Opportunities For Players In Conversational Ai Market
4.2 Conversational Ai Market: Top Three Business Functions
4.3 North America: Conversational Ai Market, By Product Type
And Business Function
4.4 Conversational Ai Market, By Region
5 Market Overview And Industry Trends
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Increasing Integration Of Ai Chatbots In Messaging Services
5.2.1.2 Omnichannel Deployment And Reduced Chatbot Development Cost
5.2.1.3 Growing Language Coverage And Accessibility
5.2.1.4 Rising Demand To Implement Ai-powered Digital Experience
Across Government Sector
5.2.2 Restraints
5.2.2.1 Infrastructure And Latency Constraints
5.2.2.2 Data Privacy And Compliance Concerns
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 Vertical-specific Conversational Ai Solutions
5.2.3.3 Agentic Ai And Workflow Automation
5.2.4 Challenges
5.2.4.1 Apprehensiveness About Disclosing Personal Or Sensitive Information
5.2.4.2 Lack Of Precision In Resolving Queries
5.3 Impact Of 2025 Us Tariff – Conversational Ai Market
5.3.1 Introduction
5.3.2 Key Tariff Rates
5.3.3 Price Impact Analysis
5.3.3.1 Strategic Shifts And Emerging Trends
5.3.4 Impact On Country/Region
5.3.4.1 Us
5.3.4.2 Strategic Shifts And Key Observations
5.3.4.3 Europe
5.3.4.4 Strategic Shifts And Key Observations
5.3.4.5 China
5.3.4.6 Strategic Shifts And Key Observations
5.3.5 Impact On End-use Industries
5.3.5.1 Retail And E-commerce
5.3.5.2 Healthcare & Life Sciences
5.3.5.3 Telecommunications
5.3.5.4 Healthcare
5.3.5.5 Bfsi
5.4 Evolution Of Conversational Ai Market
5.5 Conversational Ai Market Architecture
5.6 Supply Chain Analysis
5.7 Ecosystem Analysis
5.7.1 Ai Chatbots
5.7.2 Voice Bots
5.7.3 Virtual Agent
5.7.4 Generative Ai Agents
5.8 Investment Landscape And Funding Scenario
5.9 Case Study Analysis
5.9.1 Humana Reduced Costly Pre-service Calls And Improved Customer Experience With Ibm Watsonx
5.9.2 City Of Johns Creek Automated 24/7 Contact Center And Reduced After-hours Voicemails With Amazon Lex
5.9.3 Jio Partnered With Haptik To Develop Whatsapp Chatbot To
Deliver Swift Responses To Customer Queries And Enhance Customer Experience
5.9.4 Chime Financial Used Twilio Programmable Messaging And Twilio Studio To Deliver Personalized Support Experience
5.9.5 Leading Us Satellite Tv Provider Resolved 60% Of Customer Queries By Deploying [24]7 Engagement Cloud Platform
5.10 Technology Analysis
5.10.1 Key Technologies
5.10.1.1 Ai/Ml
5.10.1.2 Nlp & Deep Learning
5.10.1.3 Speech Recognition
5.10.2 Complementary Technologies
5.10.2.1 Data Analytics
5.10.2.2 Cloud Computing
5.10.3 Adjacent Technologies
5.10.3.1 Ar/Vr
5.10.3.2 Iot
5.10.3.3 Blockchain
5.10.3.4 Edge Computing
5.10.3.5 Voice Biometrics
5.11 Regulatory Landscape
5.11.1 Regulatory Bodies, Government Agencies,
And Other Organizations
5.11.2 Regulatory Framework
5.11.2.1 North America
5.11.2.1.1 General Data Protection Regulation (Gdpr)
5.11.2.1.2 California Consumer Privacy Act (Ccpa)
5.11.2.1.3 Health Insurance Portability And Accountability Act (Hipaa)
5.11.2.2 Europe
5.11.2.2.1 General Data Protection Regulation (Gdpr)
5.11.2.2.2 Audiovisual Media Services Directive (Avmsd)
5.11.2.2.3 Eprivacy Directive
5.11.2.3 Asia Pacific
5.11.2.3.1 Act On Protection Of Personal Information (Appi)
5.11.2.3.2 Telecommunications Business Law
5.11.2.4 Middle East & Africa
5.11.2.4.1 Consumer Protection Regulations
5.11.2.5 Latin America
5.11.2.5.1 Telecommunications Laws
5.12 Patent Analysis
5.12.1 Methodology
5.12.2 Patents Filed, By Document Type
5.12.3 Innovation And Patent Applications
5.13 Pricing Analysis
5.13.1 Average Selling Price Of Offering, By Product Type, 2025
5.13.2 Average Selling Price, By Business Function, 2025
5.14 Key Conferences And Events (2025–2026)
5.15 Porter’s Five Forces Analysis
5.15.1 Threat Of New Entrants
5.15.2 Threat Of Substitutes
5.15.3 Bargaining Power Of Suppliers
5.15.4 Bargaining Power Of Buyers
5.15.5 Intensity Of Competitive Rivalry
5.16 Trends/Disruptions Impacting Customers’ Businesses
5.16.1 Trends/Disruptions Impacting Customers’ Businesses
5.17 Key Stakeholders & Buying Criteria
5.17.1 Key Stakeholders In Buying Process
5.17.2 Buying Criteria
5.18 Conversational Ai Business Models
5.18.1 Subscription-based Model
5.18.2 Pay-per-use Model
5.18.3 Licensing And Perpetual Software Model
5.18.4 Custom Development And Consultation Model
5.18.5 Transactional Model
5.18.6 Partnership And Revenue Sharing Model
5.19 Conversational Ai Market: Best Practices
5.19.1 Design And User Experience
5.19.2 Training And Optimization
5.19.3 Security And Compliance
5.19.4 Integration And Scalability
6 Conversational Ai Market, By Offering
6.1 Introduction
6.1.1 Offering: Conversational Ai Market Drivers
6.2 Software
6.2.1 By Deployment Mode
6.2.1.1 Cloud
6.2.1.1.1 Need For Scalability, Flexibility, And Cost-effectiveness To Fuel Demand For Cloud Deployment Of Conversational Ai
6.2.1.2 On-premises
6.2.1.2.1 On-premises Deployment To Help Enterprises Seek Maximum Control, Security, And Compliance Over Conversational Ai Deployments
6.3 Services
6.3.1 Professional Services
6.3.1.1 Consulting & Advisory
6.3.1.1.1 Increasing Demand For Personalized Customer Experience And Efficient Business Operations To Spur Market Growth
6.3.1.2 Integration & Deployment
6.3.1.2.1 Integration And Deployment Services To Facilitate Seamless Incorporation And Efficient Utilization Of Ai-powered Chatbots And Virtual Assistants
6.3.1.3 Support & Maintenance
6.3.1.3.1 Support & Maintenance Services To Ensure Smooth Functioning And Optimization Of Ai-powered Chatbots And Virtual Assistants
6.3.1.4 Training & Education
6.3.1.4.1 Training And Education Services To Impart Expertise In Developing, Implementing, And Managing
Conversational Interfaces
6.3.2 Managed Services
7 Conversational Ai Market, By Product Type
7.1 Introduction
7.1.1 Product Type: Conversational Ai Market Drivers
7.2 Ai Chatbots
7.2.1 Ai Chatbots To Enhance Customer Engagement And Drive Sales
7.3 Voice Bots
7.3.1 Voice Bots To Improve Self-serve Rates, Handle Complex Scenarios Faster, And Reduce Need For Human Agents
7.4 Virtual Assistants
7.4.1 Growing Role Of Virtual Assistants In Enhancing
Productivity And User Experience
7.5 Generative Ai Agents
7.5.1 Transforming Conversations With Generative Ai Agents In Conversational Ai Market
8 Conversational Ai Market, By Business Function
8.1 Introduction
8.1.1 Business Function: Conversational Ai Market Drivers
8.2 Sales & Marketing
8.2.1 Contact Center Automation
8.2.1.1 Businesses Integrating Ai-powered Chatbots And Voice Assistants Into Their Operations Revolutionizing Customer Interactions
8.2.2 Branding & Advertisement
8.2.2.1 Enhancing Sales And Marketing Through Conversational Ai In Branding And Advertisement
8.2.3 Campaign Management
8.2.3.1 Revolutionizing Sales And Marketing Campaigns With Conversational Ai For Personalized Engagement And Precision Targeting
8.2.4 Customer Engagement & Retention
8.2.4.1 Elevating Customer Engagement And Retention Through Conversational Ai-powered Real-time Interactions And Automation
8.2.5 Others
8.3 Operations & Supply Chain
8.3.1 Workflow Optimization
8.3.1.1 Streamlining Operations And Supply Chains Through Conversational Ai-powered Workflow Optimization
8.3.2 Scheduling & Routing
8.3.2.1 Optimizing Logistics And Deliveries With Conversational Ai For Intelligent Scheduling And Routing
8.3.3 Inventory Management
8.3.3.1 Enhancing Inventory Control And Efficiency With Conversational
Ai-driven Management Systems
8.3.4 Vendor Management
8.3.4.1 Transforming Vendor Relationships And Efficiency Through Conversational Ai-powered Management
8.3.5 Task & Project Management Assistance
8.3.5.1 Optimizing Supply Chain Efficiency With Conversational Ai-driven Project Management
8.3.6 Others
8.4 Finance & Accounting
8.4.1 Virtual Financial Advisors
8.4.1.1 Revolutionizing Financial Services With Ai-powered Virtual Advisory And Personalized Assistance
8.4.2 Expense Tracking & Reporting
8.4.2.1 Automating And Streamlining Expense Management With Conversational Ai For Enhanced Efficiency
8.4.3 Data Privacy & Compliance Management
8.4.3.1 Strengthening Data Protection And Ensuring Regulatory Compliance Through Conversational Ai Solutions
8.4.4 Automated Invoice Processing
8.4.4.1 Streamlining Invoice Workflows And Enhancing Accuracy With Conversational Ai-powered Automation
8.4.5 Others
8.5 Human Resources (Hr)
8.5.1 Employee Engagement & Onboarding
8.5.1.1 Boosting Employee Engagement And Streamlining Onboarding With Conversational Ai Solutions
8.5.2 Performance Management
8.5.2.1 Enhancing Hr Operations And Driving Employee Development Through Conversational Ai In Performance Management
8.5.3 Document Management
8.5.3.1 Optimizing Hr Document Workflows And Accessibility With Conversational Ai-powered Management
8.5.4 Recruitment Assistants & Screening
8.5.4.1 Revolutionizing Hr Recruitment With Conversational Ai For Streamlined Screening And Enhanced Candidate Experience
8.5.5 Others
8.6 Itsm
8.6.1 Incident Management
8.6.1.1 Automating And Enhancing Incident Resolution With Conversational
Ai For Improved User Experience
8.6.2 Cost Optimization
8.6.2.1 Reducing Operational Costs And Boosting Productivity With Conversational Ai-powered Automation
8.6.3 Query Handling
8.6.3.1 Improving User Support And Information Access Through Intelligent Conversational Ai Query Handling
8.6.4 Knowledge Management
8.6.4.1 Streamlining Information Access And Enhancing Support Efficiency With Conversational Ai-driven Knowledge Management
8.6.5 Others
9 Conversational Ai Market, By Integration Type
9.1 Introduction
9.1.1 Integration Type: Conversational Ai Market Drivers
9.2 Internal Enterprise Systems
9.2.1 Crm
9.2.1.1 Unlocking Smarter Customer Engagement Through Conversational
Ai And Crm Integration
9.2.2 Knowledge Base Systems
9.2.2.1 Empowering Enterprise Intelligence With Conversational Ai And Knowledge-based System Integration
9.3 External Communication Channels
9.3.1 Mobile Apps
9.3.1.1 Enhancing User Engagement With Conversational Ai Integration In Mobile Apps
9.3.2 Ivr Systems
9.3.2.1 Revolutionizing Customer Support With Ai-enhanced Interactive Voice Response (Ivr) Systems
9.3.3 Messaging Services/Platforms
9.3.3.1 Optimizing Customer Communication With Conversational Ai Integration In Messaging Platforms
9.3.4 Websites
9.3.4.1 Enhancing Customer Experience With Ai-driven Chatbot
Integration On Websites
10 Conversational Ai Market, By End User
10.1 Introduction
10.1.1 End Users: Conversational Ai Market Drivers
10.2 Individual Users
10.3 Enterprises
10.3.1 Bfsi
10.3.1.1 Automated Customer Support
10.3.1.1.1 Automated Customer Service Enhances Efficiency
And Accessibility
10.3.1.2 Conversational Banking
10.3.1.2.1 Conversational Banking Transforms Customer Interactions And Streamlines Operations
10.3.1.3 Portfolio Management
10.3.1.3.1 Strategic Portfolio Management Leveraging Ai And Data
10.3.1.4 Investment Advisory Bots
10.3.1.4.1 Ai-driven Investment Advisory For Personalized
Financial Guidance
10.3.1.5 Others
10.3.2 Retail & E-commerce
10.3.2.1 Voice Commerce
10.3.2.1.1 Revolutionizing E-commerce With Conversational
Voice Technology
10.3.2.2 Personalized Recommendations
10.3.2.2.1 Enhancing Retail Experiences Through Ai-powered Personalized Recommendations
10.3.2.3 In-store Assistance
10.3.2.3.1 Transforming In-store Operations With Intelligent Assistance
10.3.2.4 Automated Surveys
10.3.2.4.1 Revolutionizing Feedback Collection With Ai-powered Automated Surveys
10.3.2.5 Automated Order Tracking And Updates
10.3.2.5.1 Streamlining Order Management Through Ai-driven
Tracking And Updates
10.3.2.6 Others
10.3.3 Healthcare & Life Sciences
10.3.3.1 Automated Appointment Booking
10.3.3.1.1 Automating Appointment Booking For Enhanced
Patient Experience
10.3.3.2 Patient Engagement And Follow-up
10.3.3.2.1 Improving Patient Engagement And Follow-up
With Conversational Ai
10.3.3.3 Self-health Management
10.3.3.3.1 Empowering Self-management In Healthcare Through
Ai Interactions
10.3.3.4 Symptom Assessment And Triage Management
10.3.3.4.1 Ai-driven Symptom Assessment And Triage For Efficient Healthcare Management
10.3.3.5 Others
10.3.4 Technology & Software
10.3.4.1 It Helpdesk Support And Troubleshooting
10.3.4.1.1 Enhancing It Operations With Ai-powered Helpdesk Support
10.3.4.2 Software And Application Support
10.3.4.2.1 Transforming Software Support With Intelligent Conversational Assistance
10.3.4.3 Project Management And Task Tracking
10.3.4.3.1 Revolutionizing Project Management And Task
Tracking With Ai
10.3.4.4 Virtual It Procurement Assistants
10.3.4.4.1 Streamlining It Procurement With Intelligent
Virtual Assistants
10.3.4.5 Others
10.3.5 Telecommunications
10.3.5.1 Customer Support
10.3.5.1.1 Transforming Telecom Customer Support With Ai-powered Virtual Agents
10.3.5.2 Sales & Upselling Assistants
10.3.5.2.1 Leveraging Ai As Sales And Upselling Assistants In Telecommunications
10.3.5.3 Technical Support Automation
10.3.5.3.1 Streamlining Telecom Technical Support Through
Ai Automation
10.3.5.4 Customer Onboarding & Kyc
10.3.5.4.1 Simplifying Telecom Customer Onboarding And Kyc
With Conversational Ai
10.3.5.5 Others
10.3.6 Media & Entertainment
10.3.6.1 Content Personalization
10.3.6.1.1 Enhancing Media Experiences Through Ai-driven Content Personalization
10.3.6.2 Immersive Conversational Gaming
10.3.6.2.1 Creating Engaging Interactive Experiences With Immersive Conversational Gaming
10.3.6.3 Advertising & Promotions
10.3.6.3.1 Reshaping Media Advertising With Ai-powered
Personalized Campaigns
10.3.6.4 Content Localization And Translation
10.3.6.4.1 Streamlining Global Media Reach With Ai-powered Content Localization And Translation
10.3.6.5 Others
10.3.7 Travel & Hospitality
10.3.7.1 Virtual Travel Assistance
10.3.7.1.1 Elevating Travel Experiences With Ai-powered
Virtual Assistance
10.3.7.2 Personalized Travel Planning
10.3.7.2.1 Revolutionizing Trip Planning With Ai-driven Personalized Recommendations
10.3.7.3 Conversational Check-ins
10.3.7.3.1 Enhancing Team Collaboration With Conversational
Check-ins
10.3.7.4 Others
10.3.8 Government & Defense
10.3.8.1 E-governance Services
10.3.8.1.1 Enhancing Public Services Through Ai-powered
E-governance
10.3.8.2 Public Safety Information Dissemination
10.3.8.2.1 Improving Public Safety With Conversational Ai-driven Information Dissemination
10.3.8.3 Virtual Training Assistants
10.3.8.3.1 Revolutionizing Training With Conversational Ai-powered Virtual Assistants
10.3.8.4 Others
10.3.9 Energy & Utilities
10.3.9.1 Customer Service & Engagement
10.3.9.1.1 Redefining Energy Customer Engagement With Conversational Ai
10.3.9.2 Operations & Infrastructure Support
10.3.9.2.1 Leveraging Conversational Ai For Enhanced Energy Operations And Infrastructure Support
10.3.9.3 Automated Billing And Payment Assistance
10.3.9.3.1 Automating Energy Billing And Payment Assistance With Conversational Ai
10.3.9.4 Regulatory, Safety & Compliance
10.3.9.4.1 Ensuring Regulatory Compliance And Safety In Energy With Conversational Ai
10.3.9.5 Others
10.3.10 Automotive
10.3.10.1 Pre-sales & Showroom Assistance
10.3.10.1.1 Enhancing Automotive Pre-sales And Showroom Experiences With Conversational Ai
10.3.10.2 In-vehicle Assistance
10.3.10.2.1 Elevating Driving Experience With In-vehicle Conversational Ai Assistance
10.3.10.3 Post-sales Support
10.3.10.3.1 Providing Comprehensive Post-sales Automotive Support
Via Conversational Ai
10.3.10.4 Ai-powered Navigation And Route Optimization
10.3.10.4.1 Optimizing Driving With Ai-powered Conversational Navigation And Route Planning
10.3.10.5 Others
10.3.11 Transportation & Logistics
10.3.11.1 Port & Terminal Operations Support
10.3.11.1.1 Enhancing Port And Terminal Efficiency With Ai-powered Operations Support
10.3.11.2 Driver Support & Onboarding Bots
10.3.11.2.1 Revolutionizing Driver Management With Ai-driven Support And Onboarding Bots
10.3.11.3 Warehouse Operations Assistants
10.3.11.3.1 Optimizing Warehouse Operations With Intelligent
Ai Assistants
10.3.11.4 Fleet Health & Maintenance Bots
10.3.11.4.1 Proactive Fleet Management With Ai-powered Health And Maintenance Bots
10.3.11.5 Others
10.3.12 Other Enterprises
11 Conversational Ai Market, By Region
11.1 Introduction
11.2 North America
11.2.1 North America: Conversational Ai Market Drivers
11.2.2 North America: Macroeconomic Outlook
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: Macroeconomic Outlook
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: Macroeconomic Outlook
11.4.3 China
11.4.3.1 Integration Of Conversational Ai Solutions Into Operational Frameworks To Drive Market
11.4.4 India
11.4.4.1 Increasing Internet Penetration, Expanding Smartphone Usage, And Government’s ‘digital India’ Initiative To Propel Market
11.4.5 Japan
11.4.5.1 Aging Population, Labor Shortage, And Government’s Initiatives To Promote Ai Adoption To Accelerate Market Growth
11.4.6 South Korea
11.4.6.1 Technological Innovation, High Internet Penetration Rates, And Government Initiatives To Propel Market
11.4.7 Asean
11.4.7.1 Government Initiatives To Promote Digital Transformation To Foster Market Growth
11.4.8 Australia & New Zealand
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: Macroeconomic Outlook
11.5.3 Uae
11.5.3.1 ‘uae Vision 2021,’ Dubai’s Smart City Initiatives, And Favorable Investment Climate To Spur Market Growth
11.5.4 Ksa
11.5.4.1 Increasing Adoption Of Advanced Technologies, Robust Telecommunications Infrastructure, And Rising Internet Penetration Rates To Drive Market
11.5.5 Qatar
11.5.5.1 ‘qatar Vision 2030’ And Other Government Initiatives, And Thriving Tourism And Hospitality Sector To Accelerate Market Growth
11.5.6 Egypt
11.5.6.1 Growing Demand For Personalized Customer Experience And Streamlined Business Processes To Propel Market
11.5.7 South Africa
11.5.7.1 Increasing Adoption Of Advanced Technologies, Robust Telecommunications Infrastructure, And Rising Internet Penetration Rates To Drive 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: Macroeconomic Outlook
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
12.1 Overview
12.2 Key Player Strategies/Right To Win, 2022–2025
12.3 Revenue Analysis, 2020–2024
12.4 Market Share Analysis, 2024
12.4.1 Market Ranking Analysis
12.5 Product Comparative Analysis
12.5.1 Product Comparative Analysis, By Prominent/ Leading Vendor
12.5.1.1 Kore.Ai (Kore.Ai Platform)
12.5.1.2 Microsoft (Azure Bot Services + Copilot)
12.5.1.3 Google (Dialogflow)
12.5.1.4 Ibm (Watsonx Assistant)
12.5.1.5 Aws (Aws Lex)
12.6 Company Valuation And Financial Metrics
12.7 Company Evaluation Matrix: Key Players, 2024
12.7.1 Stars
12.7.2 Emerging Leaders
12.7.3 Pervasive Players
12.7.4 Participants
12.7.5 Company Footprint: Key Players, 2024
12.7.5.1 Company Footprint
12.7.5.2 Regional Footprint
12.7.5.3 Product Type Footprint
12.7.5.4 Business Function Footprint
12.7.5.5 End User Footprint
12.8 Company Evaluation Matrix: Startups/Smes, 2024
12.8.1 Progressive Companies
12.8.2 Responsive Companies
12.8.3 Dynamic Companies
12.8.4 Starting Blocks
12.8.5 Competitive Benchmarking: Startups/Smes, 2024
12.8.5.1 Detailed List Of Key Startups/Smes
12.8.5.2 Competitive Benchmarking Of Key Startups/Smes
12.9 Competitive Scenario
12.9.1 Product Launches And Enhancements
12.9.2 Deals
13 Company Profiles
13.1 Introduction
13.2 Key Players
13.2.1 Microsoft
13.2.1.1 Business Overview
13.2.1.2 Products/Solutions/Services Offered
13.2.1.3 Recent Developments
13.2.1.3.1 Product Launches & Enhancements
13.2.1.3.2 Deals
13.2.1.4 Mnm View
13.2.1.4.1 Key Strengths
13.2.1.4.2 Strategic Choices Made
13.2.1.4.3 Weaknesses And Competitive Threats
13.2.1.5 Mnm View
13.2.1.5.1 Key Strengths
13.2.1.5.2 Strategic Choices Made
13.2.1.5.3 Weaknesses And Competitive Threats
13.2.2 Ibm
13.2.2.1 Business Overview
13.2.2.2 Products/Solutions/Services Offered
13.2.2.3 Recent Developments
13.2.2.3.1 Product Launches & Enhancements
13.2.2.3.2 Deals
13.2.2.4 Mnm View
13.2.2.4.1 Key Strengths
13.2.2.4.2 Strategic Choices Made
13.2.2.4.3 Weaknesses And Competitive Threats
13.2.3 Google
13.2.3.1 Business Overview
13.2.3.2 Products/Solutions/Services Offered
13.2.3.3 Recent Developments
13.2.3.3.1 Product Launches & Enhancements
13.2.3.3.2 Deals
13.2.3.4 Mnm View
13.2.3.4.1 Key Strengths
13.2.3.4.2 Strategic Choices Made
13.2.3.4.3 Weaknesses And Competitive Threats
13.2.4 Aws
13.2.4.1 Business Overview
13.2.4.2 Products/Solutions/Services Offered
13.2.4.3 Recent Developments
13.2.4.3.1 Product Launches & Enhancements
13.2.4.3.2 Deals
13.2.4.4 Mnm View
13.2.4.4.1 Key Strengths
13.2.4.4.2 Strategic Choices Made
13.2.4.4.3 Weaknesses And Competitive Threats
13.2.5 Kore.Ai
13.2.5.1 Business Overview
13.2.5.2 Products/Solutions/Services Offered
13.2.5.3 Recent Developments
13.2.5.3.1 Product Launches & Enhancements
13.2.5.3.2 Deals
13.2.5.4 Mnm View
13.2.5.4.1 Key Strengths
13.2.5.4.2 Strategic Choices Made
13.2.5.4.3 Weaknesses And Competitive Threats
13.2.6 Oracle
13.2.6.1 Business Overview
13.2.6.2 Products/Solutions/Services Offered
13.2.6.3 Recent Developments
13.2.6.3.1 Product Launches & Enhancements
13.2.6.3.2 Deals
13.2.7 Openai
13.2.7.1 Business Overview
13.2.7.2 Products/Solutions/Services Offered
13.2.7.3 Recent Developments
13.2.7.3.1 Product Launches & Enhancements
13.2.7.3.2 Deals
13.2.7.4 Mnm View
13.2.7.4.1 Key Strengths
13.2.7.4.2 Strategic Choices Made
13.2.7.4.3 Weaknesses And Competitive Threats
13.2.8 Baidu
13.2.8.1 Business Overview
13.2.8.2 Products/Solutions/Services Offered
13.2.8.3 Recent Developments
13.2.8.3.1 Product Launches & Enhancements
13.2.9 Sap
13.2.9.1 Business Overview
13.2.9.2 Products/Solutions/Services Offered
13.2.9.3 Recent Developments
13.2.9.3.1 Deals
13.2.10 Liveperson
13.2.10.1 Business Overview
13.2.10.2 Products/Solutions/Services Offered
13.2.10.3 Recent Developments
13.2.10.3.1 Product Launches & Enhancements
13.2.10.3.2 Deals
13.2.11 [24]7.Ai
13.2.11.1 Business Overview
13.2.11.2 Products/Solutions/Services Offered
13.2.11.3 Recent Developments
13.2.11.3.1 Product Launches & Enhancements
13.2.12 Egain
13.2.12.1 Business Overview
13.2.12.2 Products/Solutions/Services Offered
13.2.12.3 Recent Developments
13.2.12.3.1 Product Launches & Enhancements
13.2.12.3.2 Deals
13.2.13 Soundhound Ai
13.2.13.1 Business Overview
13.2.13.2 Products/Solutions/Services Offered
13.2.13.3 Recent Developments
13.2.13.3.1 Product Launches & Enhancements
13.2.13.3.2 Deals
13.2.14 Verint
13.2.15 Anthropic
13.2.16 Sprinklr
13.2.17 Gupshup
13.2.18 Yellow.Ai
13.2.19 Twilio
13.2.20 Uniphore
13.3 Other Players
13.3.1 Teneo.Ai
13.3.1.1 Business Overview
13.3.1.2 Products/Solutions/Services Offered
13.3.1.3 Recent Developments
13.3.1.3.1 Deals
13.3.2 Aisera
13.3.3 Laiye
13.3.4 Omilia
13.3.5 Inbenta
13.3.6 Avaamo
13.3.7 Cognigy
13.3.8 Onereach.Ai
13.3.9 Boost.Ai
13.3.10 Haptik
13.3.11 Conversica
13.3.12 Quiq
13.3.13 Rasa
13.3.14 Pypestream
13.3.15 Creative Virtual
13.3.16 Senseforth.Ai
13.3.17 Rulai
13.3.18 Verloop.Io
13.3.19 Kasisto
13.3.20 Exceed.Ai
13.3.21 Clinc
13.3.22 Mindmeld
13.3.23 Saarthi.Ai
13.3.24 Gridspace

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