{"id":5815,"date":"2026-03-06T17:00:26","date_gmt":"2026-03-06T11:30:26","guid":{"rendered":"https:\/\/convozen.ai\/blog\/?post_type=newsroom&#038;p=5815"},"modified":"2026-03-06T17:14:27","modified_gmt":"2026-03-06T11:44:27","slug":"convozen-launches-akshara-and-ragini","status":"publish","type":"newsroom","link":"https:\/\/convozen.ai\/blog\/newsroom\/press-coverage\/convozen-launches-akshara-and-ragini\/","title":{"rendered":"ConvoZen Launches Akshara and Ragini: Sovereign Voice AI Models Optimized for the B2C Indian Market"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/convozen.ai\/blog\/wp-content\/uploads\/2026\/03\/Akshara-Ragini.png\" alt=\"\" class=\"wp-image-5816\" style=\"aspect-ratio:1.5000118491835912;width:804px;height:auto\" srcset=\"https:\/\/convozen.ai\/blog\/wp-content\/uploads\/2026\/03\/Akshara-Ragini.png 1536w, https:\/\/convozen.ai\/blog\/wp-content\/uploads\/2026\/03\/Akshara-Ragini-300x200.png 300w, https:\/\/convozen.ai\/blog\/wp-content\/uploads\/2026\/03\/Akshara-Ragini-1024x683.png 1024w, https:\/\/convozen.ai\/blog\/wp-content\/uploads\/2026\/03\/Akshara-Ragini-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p>ConvoZen announced the launch of <strong>Akshara (STT)<\/strong> and <strong>Ragini (TTS)<\/strong>. These proprietary frontier models represent a breakthrough in <strong>Sovereign AI<\/strong>, engineered specifically to secure and power the linguistic diversity of the Indian enterprise.<\/p>\n\n\n\n<p>In an era where global AI models often overlook the nuances of regional dialects and data privacy, Akshara and Ragini offer a fully indigenous stack. These models ensure that India\u2019s conversational data remains within the country\u2019s borders while providing accuracy levels that surpass global hyperscalers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The Sovereign Advantage: Built for Bharat<\/strong><\/h3>\n\n\n\n<p>Unlike generic models trained on Western datasets, Akshara and Ragini are forged from <strong>50,000+ hours of real-world Indian telephonic data<\/strong>. This indigenous training foundation allows ConvoZen to solve the &#8220;Last Mile&#8221; of voice AI:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Linguistic Sovereignty:<\/strong> Native understanding of &#8220;Hinglish&#8221; and 9 regional languages (including Bengali, Gujarati, and Malayalam) without relying on English-centric translation layers.<\/li>\n\n\n\n<li><strong>Telephony-First Architecture:<\/strong> Purpose-built for the <strong>8 kHz bandwidth<\/strong> of Indian telecom networks, ensuring high performance where global &#8220;HD-only&#8221; models fail.<\/li>\n\n\n\n<li><strong>Data Security &amp; Localization:<\/strong> Designed for sectors with stringent regulatory requirements, such as BFSI and Healthcare, allowing for secure, localized deployment that keeps sensitive customer data within Indian jurisdiction.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Benchmark Excellence: Outperforming Global Standards<\/strong><\/h3>\n\n\n\n<p>Akshara (STT) has set a new industry benchmark for Indian languages, delivering a <strong>32% average reduction in Word Error Rate (WER)<\/strong> compared to leading global alternatives.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Language<\/strong><\/td><td><strong>Industry Standard WER<\/strong><\/td><td><strong>Akshara WER<\/strong><\/td><td><strong>Improvement<\/strong><\/td><\/tr><tr><td><strong>Hindi<\/strong><\/td><td>18.5%<\/td><td><strong>8.2%<\/strong><\/td><td><strong>56% Better<\/strong><\/td><\/tr><tr><td><strong>English (Indian)<\/strong><\/td><td>17.2%<\/td><td><strong>9.1%<\/strong><\/td><td><strong>47% Better<\/strong><\/td><\/tr><tr><td><strong>Telugu<\/strong><\/td><td>19.0%<\/td><td><strong>10.5%<\/strong><\/td><td><strong>45% Better<\/strong><\/td><\/tr><tr><td><strong>Tamil<\/strong><\/td><td>20.1%<\/td><td><strong>11.3%<\/strong><\/td><td><strong>44% Better<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>A Unified Agentic Ecosystem<\/strong><\/h3>\n\n\n\n<p>The launch of these models completes the <strong>ConvoZen Sovereign Stack<\/strong>, enabling enterprises to deploy AI agents that are contextually aware and culturally resonant:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Ragini (Polyglot TTS):<\/strong> Delivers human-like speech with sub-100ms latency, handling bilingual code-mixing with natural prosody and emotion.<\/li>\n\n\n\n<li><strong>Akshara (Telephony STT):<\/strong> Provides high-accuracy transcription even in noisy environments, featuring automated <strong>PII Redaction<\/strong> (Aadhaar, PAN) for enhanced security.<\/li>\n\n\n\n<li><strong>Agentic Integration:<\/strong> These models power ConvoZen\u2019s full suite of Supervisor, Copilot, and Customer 360 agents, providing a unified intelligence layer for customer operations.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The Vision: Moving Beyond Simple Automation<\/strong><\/h3>\n\n\n\n<p>The launch of <strong>Akshara<\/strong> and <strong>Ragini<\/strong> completes the ConvoZen <strong>Agentic Stack<\/strong>. By integrating these models directly into our Supervisor, Copilot, and Customer 360 agents, we enable a transition from basic automation to high-intelligence customer operations.<\/p>\n\n\n\n<p>As <strong>Akhil Gupta, Founder of ConvoZen.AI &amp; NoBroker.com<\/strong>, noted during the summit:<\/p>\n\n\n\n<p>\u201cWe believe the future of customer operations lies in the coexistence of human and AI agents. India is a voice-first nation, yet enterprise-grade voice understanding models trained on real Indian conversational data have been scarce. With Akshara and Ragini, we are introducing indigenous frontier speech models built specifically for India\u2019s multilingual, multi-dialect ecosystem. Our vision is to make AI truly conversational for Bharat\u2014not just automated, but culturally and contextually aware.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>About ConvoZen<\/strong><\/h3>\n\n\n\n<p>ConvoZen is a leading conversational AI platform providing indigenous speech and text solutions for the Indian market. By focusing on localized linguistic data and telephony-first architecture, ConvoZen enables enterprises to deliver superior customer experiences at scale.<\/p>\n\n\n\n<p>For more information or to request a product demonstration:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Visit:<\/strong> <a href=\"https:\/\/convozen.ai\/book-demo\">https:\/\/convozen.ai\/book-demo<\/a><\/li>\n\n\n\n<li><strong>Read the full coverage from the launch event here<\/strong>:<br><a href=\"https:\/\/www.deccanherald.com\/technology\/artificial-intelligence\/convozen-unveils-indigenous-agentic-ai-speech-models-3910631\">Deccan Herald article from the ConvoZen AI Summit 2026<\/a><br>And<br><a href=\"https:\/\/analyticsindiamag.com\/ai-news\/convozen-launches-indigenous-conversational-ai-stack-for-indias-multilingual-voice-needs\">Analytics India Magazine coverage from The ConvoZen AI Summit 2026<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ConvoZen announced the launch of Akshara (STT) and Ragini (TTS). These proprietary frontier models represent a breakthrough in Sovereign AI, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5816,"template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"news-category":[55],"class_list":["post-5815","newsroom","type-newsroom","status-publish","has-post-thumbnail","hentry","news-category-press-coverage"],"acf":{"category":{"term_id":55,"name":"Press Coverage","slug":"press-coverage","term_group":0,"term_taxonomy_id":55,"taxonomy":"news-category","description":"External media coverage, interviews,\u00a0 features, etc.","parent":0,"count":9,"filter":"raw"},"publisher_logo":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ConvoZen Launches Akshara and Ragini: Sovereign Voice AI Models Optimized for the B2C Indian Market - ConvoZen<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/convozen.ai\/blog\/newsroom\/press-coverage\/convozen-launches-akshara-and-ragini\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ConvoZen Launches Akshara and Ragini: Sovereign Voice AI Models Optimized for the B2C Indian Market - ConvoZen\" \/>\n<meta property=\"og:description\" content=\"ConvoZen announced the launch of Akshara (STT) and Ragini (TTS). 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