{"id":441,"date":"2024-10-31T10:43:20","date_gmt":"2024-10-31T10:43:20","guid":{"rendered":"https:\/\/www.motiqonline.com\/?p=441"},"modified":"2025-01-28T07:11:49","modified_gmt":"2025-01-28T07:11:49","slug":"south-africa-conversational-ai-market-analysis-and","status":"publish","type":"post","link":"https:\/\/www.motiqonline.com\/index.php\/2024\/10\/31\/south-africa-conversational-ai-market-analysis-and\/","title":{"rendered":"South Africa Conversational AI Market Analysis and Forecast by Component, Agent Type, Deployment Mode, Technology, and End User 2024-2032 Nov  5, 2024 10:44"},"content":{"rendered":"<p><h1>ChatGPT API: Key Features and Use Cases<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"301px\" alt=\"example of nlp\"\/><\/p>\n<p><p>Investing in AI marketing technology such as NLP\/NLG\/NLU, synthetic data generation, and AI-based customer journey optimization can offer substantial returns for marketing departments. By leveraging these tools, organizations can enhance customer interactions, optimize data utilization, and improve overall marketing effectiveness. Insurance chatbots simplify processes by providing <a href=\"https:\/\/play.google.com\/store\/apps\/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US\" target=\"_blank\" rel=\"noopener\">ChatGPT App<\/a> precise risk assessments and personalized policy suggestions. Their data analysis skills speed up and enhance the accuracy of claim resolution. They handle everything from quick fraud detection to automated claim processing. By considering these challenges and considerations, insurance agencies can develop conversational AI chatbots that do more than just answer user queries.<\/p>\n<\/p>\n<p><p>Sports broadcasters must treat the EU as a monolithic region, choosing to extend or deny access to a piece of content for all states as a whole. At a fundamental level, subconscious beliefs about success, worthiness and achievement can dictate how you perceive yourself at work. These beliefs often come from childhood experiences, where success or approval might have been conditional\u2014tied to good grades, behavior or external validation. In adulthood, these patterns can manifest in career-related issues like self-doubt, overcompensation, imposter syndrome or fear of taking risks. Keep on reading to know the main aspects of the ChatGPT API and find out prominent applications based on some relevant data and trends.<\/p>\n<\/p>\n<p><h2>Customizable AI Models for Tailored Strategies<\/h2>\n<\/p>\n<p><p>LoRa&#8217;s impact extends across multiple domains, including NLP, computer vision, and speech recognition. In the rapidly evolving field of artificial intelligence, constant innovation is redefining the limits of technology. Subash Patel, a leading expert in model optimization, introduces an in-depth analysis of Low-Rank Adaptation (LoRa), a cutting-edge technique poised to transform deep learning model optimization. This breakthrough has the potential to make advanced AI models more efficient and widely deployable.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"example of nlp\"\/><\/p>\n<p><p>These conversational AI bots can handle half of the complex and time-consuming tasks, all while maintaining data privacy and safety. But with insurance AI chatbots, you can manage the entire policy management cycle. Be it guiding customers through claims filing, updating claims status, or answering their queries; AI bots can do it all like a pro. Insurance is an industry where security is the topmost concern, whether for insurers or customers seeking insurance services. As these chatbots are powered by AI, they can tackle sensitive customer information while ensuring 100% data compliance and protection as per the latest rules and regulations. Business intelligence automation can help here, as it decreases the time needed to perform this operation.<\/p>\n<\/p>\n<p><h2>AI-driven Insurance Chatbots<\/h2>\n<\/p>\n<p><p>AI models generate insights across a range of data sources, including economic indicators, historical performance, and industry trends. These insights support the development of new strategies, as hedge funds leverage AI to test hypotheses and simulate outcomes. By scaling research efforts, hedge funds can diversify their investments, enhancing resilience against market volatility. Hedge funds are increasingly turning to artificial intelligence (AI) models to gain a competitive edge in financial markets. AI\u2019s capacity for processing vast amounts of data, identifying patterns, and executing strategies faster than traditional methods has transformed how hedge funds approach investments.<\/p>\n<\/p>\n<div style='border: black dashed 1px;padding: 13px;'>\n<h3>How to apply natural language processing to cybersecurity &#8211; VentureBeat<\/h3>\n<p>How to apply natural language processing to cybersecurity.<\/p>\n<p>Posted: Thu, 23 Nov 2023 08:00:00 GMT [<a href=\"https:\/\/news.google.com\/rss\/articles\/CBMijgFBVV95cUxQV3RuSGlsTDB4WndnYk14UmwxUjdIczBmNzF6bDYyR0JZVDZ1dnRHRmxheEF5M3RNSERQVmlfb2xqSDhKdEdEVXRDQlczdDBJXzY3NVRHN3A5d2pnOTBOTGVScjVRODN2NGlCQ0dwWlFMYjZmWGRwblphQlZha1F5ck8wR2M0TkJ5T095ejJB?oc=5\" rel=\"nofollow noopener\" target=\"_blank\">source<\/a>]<\/p>\n<\/div>\n<p><p>As we head into 2025, the intersection of Account-Based Marketing (ABM) and AI presents unparalleled opportunities for marketers. Considerations \u2013 Chatbot\u2019s underlying AI models must be trained and updated regularly. They should keep up with industry changes, policy specifics, and regulatory needs. Considerations \u2013 Insurance companies must ensure that their bots are GDPR and HIPPA-compliant. Strong encryption and frequent security audits must be conducted promptly to ensure users\u2019 data safety and security.<\/p>\n<\/p>\n<p><h2>The Habermas Machine<\/h2>\n<\/p>\n<p><p>Reviewing non-English documents can require hiring bilingual reviewers or using expensive translation services. Last week, OpenAI unveiled ChatGPT Search, which lets users search the web directly within ChatGPT&nbsp;for timely, up-to-date information, complete with citations linked to sources. The tool can be called on manually or activated whenever a user prompt could benefit from web-based information.<\/p>\n<\/p>\n<p><p>The educational institutions and teaching platforms adopt ChatGPT to create an interactive learning process. Creating customised learning tools in conversational form helps the instructors to provide special support to students for better understanding and improved retention. According to research by Researchgate, 85% of those students who have used AI-based tutoring tools found an improvement in learning compared to those students relying on traditional study materials. More and more, the ChatGPT API is being utilised to help generate content, creating blog posts, product descriptions, and social media in this respect. The South Africa Conversational AI Market is intensely competitive, as a number of companies are competing to gain a significant market share.<\/p>\n<\/p>\n<p><p>It\u2019s efficiency and accuracy in delivering swift answers have swayed\u202f74%\u202fof consumers to favor them over human agents for routine inquiries. You can foun additiona information about <a href=\"https:\/\/scienceprog.com\/metadialog-addressing-customer-service-challenges-through-ai-powered-support-solutions\/\" target=\"_blank\" rel=\"noopener\">ai customer service<\/a> and artificial intelligence and NLP. The study also revealed that both participants and independent judges rated AI-generated statements more <a href=\"https:\/\/chat.openai.com\/\" target=\"_blank\" rel=\"noopener\">ChatGPT<\/a> favorably than those produced by human mediators. They found the AI&#8217;s statements to be more precise, more informative, and fairer. Importantly, the AI did not merely amplify majority opinions; it also gave weight to minority viewpoints.<\/p>\n<\/p>\n<ul>\n<li>To develop a highly advanced conversational AI in insurance, you must clearly define your business goals and objectives, such as what you want to achieve with the AI chatbot.<\/li>\n<li>Following AI-mediated discussions, participants showed a noticeable shift toward consensus, with no AI bias influencing their opinions.<\/li>\n<li>Finally, NLP can be applied to the analysis of historical data to locate common issues and the most effective solutions, hence making recommendations better.<\/li>\n<li>Additionally, AI models support reporting and analysis, enabling hedge funds to present complex data in a user-friendly format.<\/li>\n<\/ul>\n<p><p>They will understand the rules, the actions occurring on the field and the larger and smaller narratives that shape every competition. But embracing vulnerability in your career\u2014whether that\u2019s speaking up in a meeting, sharing a bold idea or taking on a challenging role\u2014helps break through limiting beliefs. If you\u2019ve ever felt stuck in your career despite your hard work, it\u2019s possible that subconscious beliefs are holding you back. These deep-rooted patterns, formed early in life, can shape your professional trajectory without you even realizing it.<\/p>\n<\/p>\n<p><h2>Helsing secures $489 million for AI defense technology<\/h2>\n<\/p>\n<p><p>Devidas Kanchetti is a thought leader in data analytics and AI, with a focus on digital transformation in the insurance industry. As a Data Analytics Lead in the insurance industry, he continues to pioneer new solutions that blend technical prowess with practical business impact. Beyond his work in insurance, Kanchetti is dedicated to mentoring the next generation of data professionals, sharing his knowledge and passion for making data-driven decisions that matter. Additionally, AI models support reporting and analysis, enabling hedge funds to present complex data in a user-friendly format.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"308px\" alt=\"example of nlp\"\/><\/p>\n<p><p>To test the model&#8217;s effectiveness in a practical setting, researchers organized a virtual citizens&#8217; assembly with a representative sample of UK residents. This assembly focused on divisive topics such as immigration policy and climate action. Following AI-mediated discussions, participants showed a noticeable shift toward consensus, with no AI bias influencing their  opinions. These findings highlight how AI mediation can potentially guide collective decision-making on critical social issues while minimizing bias.<\/p>\n<\/p>\n<p><h2>Ai enhancing marketing strategies<\/h2>\n<\/p>\n<p><p>If developed thoughtfully, AI could play a crucial role in facilitating collective understanding. It can help address urgent social issues by finding common ground among diverse perspectives. All these technologies assist in providing tailored recommendations and answers to inquiries. Therefore, customer satisfaction becomes higher, while business intelligence artificial intelligence comes into play. Finally, NLP can be applied to the analysis of historical data to locate common issues and the most effective solutions, hence making recommendations better. The integration of CRM, business intelligence, and AI includes several technical processes.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"301px\" alt=\"example of nlp\"\/><\/p>\n<p><p>By harnessing AI-driven insights, these funds seek to optimize returns, manage risks, and make data-driven decisions in an evolving market landscape. The retail &amp; e-commerce segment is witnessing the highest adoption rate of conversational AI. The sector leverages conversational AI to offer round-the-clock customer service through chatbots and virtual assistants. Text summarization, driven by advances in Gen AI and natural language processing (NLP), has the  potential to drive efficiency, accuracy, and strategic decision-making across legal processes.<\/p>\n<\/p>\n<div style='border: black dotted 1px;padding: 10px;'>\n<h3>Transformer vs RNN in NLP: A Comparative Analysis &#8211; Appinventiv<\/h3>\n<p>Transformer vs RNN in NLP: A Comparative Analysis.<\/p>\n<p>Posted: Wed, 31 Jul 2024 07:00:00 GMT [<a href=\"https:\/\/news.google.com\/rss\/articles\/CBMiXEFVX3lxTFBESEdZcGMtbFFaeUVnM0dINVF0YjVtejkyNWRURHIwOFV3cWZtTk9VRWtWU2dxSTVXV3h3cHRlaVNIZ0dSUUN3aDYtQkFySW1WUURVQW1hZ1NucjhQ?oc=5\" rel=\"nofollow noopener\" target=\"_blank\">source<\/a>]<\/p>\n<\/div>\n<p><p>Automation also extends to back-office operations, where AI models streamline processes such as compliance monitoring and reporting. This reduces operational costs, enhances accuracy, and allows hedge fund managers to focus on strategic decision-making. By automating routine tasks, hedge funds achieve a leaner, more agile operation, enhancing overall performance. Thanks to insurance AI, companies can now seamlessly communicate with their customers and expedite repetitive tasks while offering tailored insurance solutions on the go. As 2025 approaches, the popularity of conversational AI in insurance is proof that chatbots are gaining market traction. Hence, integrating chatbots in insurance isn\u2019t only a smart move but a necessity to future-proof insurance operations.<\/p>\n<\/p>\n<ul>\n<li>Considerations \u2013 The user experience can be improved by addressing consumer concerns using natural language processing (NLP).<\/li>\n<li>Imagine having a virtual assistant who responds to your customers\u2019 questions, seamlessly processes claims, manages coverage updates, and guarantees compliance with regulations.<\/li>\n<li>The AI uses its input to generate a revised statement that seeks to gain broader agreement, capturing both majority views and minority critiques.<\/li>\n<li>Apart from speeding up the claims processing cycle, they help to reduce human errors, automate the process, and make the insurance experience much better, simpler, and faster.<\/li>\n<li>It also provides a comprehensive analysis and forecast of the market future performance.<\/li>\n<li>Targeted content continued to mislead voters and erode trust in media organizations in 2020, Friedhoff explained.<\/li>\n<\/ul>\n<p><p>The report offers a detailed examination of industry trends and developments shaping the growth of the South Africa Conversational AI market. It also provides a comprehensive analysis and forecast of the market future performance. To make your insurance AI chatbots succeed, screen their overall performance, gather customer feedback, and iterate primarily based on insights gained. Designing user experience and conversational <a href=\"https:\/\/www.metadialog.com\/blog\/examples-of-nlp\/\" target=\"_blank\" rel=\"noopener\">example of nlp<\/a> flow is vital to ensure that it interacts with customers in an intuitive, useful, and attractive way. This step includes creating a consumer-friendly AI interface and carefully mapping out how conversations unfold based on user inputs. Imagine having a virtual assistant who responds to your customers\u2019 questions, seamlessly processes claims, manages coverage updates, and guarantees compliance with regulations.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT API: Key Features and Use Cases Investing in AI marketing technology such as NLP\/NLG\/NLU, synthetic data generation, and AI-based customer journey optimization can offer substantial returns for marketing departments. By leveraging these tools, organizations &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-441","post","type-post","status-publish","format-standard","hentry","category-ai-news","has-single-img"],"_links":{"self":[{"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/posts\/441","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/comments?post=441"}],"version-history":[{"count":1,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions"}],"predecessor-version":[{"id":442,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions\/442"}],"wp:attachment":[{"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/media?parent=441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/categories?post=441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.motiqonline.com\/index.php\/wp-json\/wp\/v2\/tags?post=441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}