Ruanyun Edai Technology Announces Commercial Release of Cogni AI – Providing Multimodal Visual Understanding and Recognition
Ruanyun Edai Technology (NASDAQ: RYET) announced on November 17, 2025 the commercial release of Cogni AI, a multimodal AI agent for visual understanding and semantic recognition, entering service first in China.
Cogni AI autonomously interprets document images, extracts and structures key information, and applies field‑level confidence scoring, cross‑field consistency checks and automated quality evaluation to support large‑scale digitization and template‑free information extraction across diverse layouts and scanned files.
The company describes the agent as a batch‑processing autonomous tool intended to reduce setup versus template OCR, cut manual verification, shorten project timelines and improve downstream search, analytics and compliance workflows while warning timelines may vary due to technology, implementation, customer acceptance and macro conditions.
Ruanyun Edai Technology (NASDAQ: RYET) ha annunciato il 17 novembre 2025 la commercializzazione di Cogni AI, un agente IA multimodale per la comprensione visiva e il riconoscimento semantico, entrando in servizio prima in Cina.
Cogni AI interpreta in modo autonomo le immagini dei documenti, estrae e struttura le informazioni chiave e applica punteggi di affidabilità a livello di campo, controlli di coerenza tra campi e valutazione automatica della qualità per supportare la digitalizzazione su larga scala e l'estrazione di informazioni senza modelli da layout diversificati e file scansionati.
L'azienda lo descrive come uno strumento autonomo di elaborazione batch volto a ridurre la configurazione rispetto all'OCR basato su modelli, tagliare la verifica manuale, accorciare i tempi dei progetti e migliorare i flussi di lavoro di ricerca, analisi e conformità downstream, pur avvertendo che i tempi potrebbero variare in base alla tecnologia, all'implementazione, all'accettazione da parte del cliente e alle condizioni macroeconomiche.
Ruanyun Edai Technology (NASDAQ: RYET) anunció el 17 de noviembre de 2025 el lanzamiento comercial de , un agente de IA multimodal para comprensión visual y reconocimiento semántico, entrando en servicio primero en China.
Cogni AI interpreta de forma autónoma imágenes de documentos, extrae y estructura información clave y aplica puntuaciones de confianza a nivel de campo, comprobaciones de consistencia entre campos y evaluación automática de la calidad para apoyar la digitalización a gran escala y la extracción de información sin plantillas en diseños variados y archivos escaneados.
La empresa lo describe como una herramienta autónoma de procesamiento por lotes destinada a reducir la configuración frente al OCR basado en plantillas, reducir la verificación manual, acortar los plazos de los proyectos y mejorar los flujos de trabajo de búsqueda, análisis y cumplimiento aguas abajo, si bien advierte que los plazos pueden variar según la tecnología, la implementación, la aceptación del cliente y las condiciones macroeconómicas.
루안윈 에다이 테크놀로지(NASDAQ: RYET)가 2025년 11월 17일에 Cogni AI의 상용 출시를 발표했다. Cogni AI는 시각 이해와 의미 인식을 위한 다중 모달 AI 에이전트로, 먼저 중국에서 서비스를 시작한다.
Cogni AI는 문서 이미지를 자율적으로 해석하고, 핵심 정보를 추출 및 구조화하며, 필드 수준의 신뢰도 점수, 필드 간 일관성 점검, 자동 품질 평가를 적용하여 다양한 레이아웃과 스캔 파일에 대해 대규모 디지털화 및 템플릿 없이 정보 추출을 지원한다.
회사는 이 에이전트를 템플릿 OCR에 비해 설정을 줄이고 수동 검증을 축소하며, 프로젝트 기간을 단축하고 다운스트림 검색, 분석 및 규정 준수 워크플로를 개선하기 위한 배치 처리 자율 도구로 설명하지만, 기술, 구현, 고객 수용 및 거시적 상황에 따라 일정은 달라질 수 있다고 경고한다.
Ruanyun Edai Technology (NASDAQ: RYET) a annoncé le 17 novembre 2025 la commercialisation de Cogni AI, un agent IA multimodal pour la compréhension visuelle et la reconnaissance sémantique, entrant en service d'abord en Chine.
Cogni AI interprète de façon autonome les images de documents, extrait et structure les informations clés et applique des scores de confiance au niveau du champ, des vérifications de cohérence entre les champs et une évaluation automatique de la qualité pour soutenir la numérisation à grande échelle et l'extraction d'informations sans gabarit, sur des mises en page variées et des fichiers scannés.
L'entreprise décrit l'agent comme un outil autonome de traitement par lots destiné à réduire la configuration par rapport à l'OCR basé sur des gabarits, à réduire la vérification manuelle, à raccourcir les délais des projets et à améliorer les flux de travail de recherche, d'analyse et de conformité en aval, tout en avertissant que les délais peuvent varier en fonction de la technologie, de l'implémentation, de l'acceptation par le client et des conditions macroéconomiques.
Ruanyun Edai Technology (NASDAQ: RYET) kündigte am 17. November 2025 die kommerzielle Einführung von Cogni AI an, einem multimodalen KI-Agenten für visuelles Verständnis und semantische Erkennung, der zunächst in China in Betrieb genommen wird.
Cogni AI interpretiert Dokumentenbilder autonom, extrahiert und strukturiert Schlüsselinformationen und wendet Konfidenzbewertungen auf Feldebene, Prüfungen der Konsistenz zwischen Feldern und eine automatische Qualitätsbewertung an, um die groß angelegte Digitalisierung und die informationsextraktion ohne Vorlagen über verschiedene Layouts und gescannte Dateien zu unterstützen.
Das Unternehmen beschreibt den Agenten alsBatch-Verarbeitungswerkzeug, das darauf ausgelegt ist, die Einrichtung gegenüber template OCR zu reduzieren, manuelle Verifizierung zu verringern, Projektzeiträume zu verkürzen und downstream-Such-, Analyse- und Compliance-Workflows zu verbessern, während darauf hingewiesen wird, dass Zeitpläne je nach Technologie, Implementierung, Kundenakzeptanz und makroökonomischen Bedingungen variieren können.
Ruanyun Edai Technology (NASDAQ: RYET) أعلنت في 17 نوفمبر 2025 عن الإصدار التجاري لـ Cogni AI، وهو وكيل ذكاء اصطناعي متعدد الوسائط لفهم بصري والتعرّف الدلالي، يدخل الخدمة أولاً في الصين.
يفسر Cogni AI صور المستندات بشكل مستقل، ويستخلص المعلومات الأساسية وينظمها، ويطبق تقييمات ثقة على مستوى الحقل، وفحوصات الاتساق بين الحقول وتقييم جودة آلي لدعم الرقمنة واسعة النطاق واستخراج المعلومات بدون قوالب عبر تخطيطات مختلفة وملفات مسحوبة.
توصف الشركة الوكيل بأنه أداة معالجة دفعات ذاتية تعمل على تقليل الإعداد مقارنةً بـ OCR القائم على القوالب، وتقليل التحقق اليدوي، وتقليل جداول زمن المشاريع وتحسين سير عمل البحث والتحليل والامتثال في التدفقات اللاحقة، مع التحذير من أن الجداول الزمنية قد تختلف وفقاً للتكنولوجيا والتنفيذ وقبول العملاء والظروف الاقتصادية العامة.
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Insights
Ruanyun launched a commercial multimodal agent, Cogni AI, for template‑free document automation on
Ruanyun Edai Technology released Cogni AI, a multimodal agent that performs visual layout analysis, semantic field recognition and integrated quality‑control to produce structured outputs for downstream workflows. The description shows an end‑to‑end batch processing tool that replaces much of template‑driven OCR configuration by combining detection, mapping, cross‑field checks and confidence scoring into one agent.
The business mechanism rests on reducing manual verification and shortening implementation timelines, which could improve operational productivity for large‑scale digitization projects. Key dependencies include actual customer adoption, deployment speed and integration with existing workflows; the company itself cites technology evolution, project schedules, customer acceptance and competitive dynamics as risk factors.
Watch for initial commercial deployment metrics and proof points of reduced manual checks and integration time within the next several quarters; also monitor customer acceptance rates and any reported accuracy or throughput figures as early indicators of commercial traction.
Nanchang, China, Nov. 17, 2025 (GLOBE NEWSWIRE) -- Ruanyun Edai Technology Inc. (“Ruanyun” or the “Company”) (NASDAQ: RYET), a leading AI-powered education technology company in China, today announced that its multimodal AI agent, Cogni AI, which offers visual understanding and semantic recognition capabilities, has entered commercial service first in China. Cogni AI autonomously interprets document images and proactively extracts, structures and evaluates key information. The agent combines collaborative visual layout analysis, semantic field recognition and an integrated quality‑control framework to support large‑scale digitization and cross‑industry document automation.
Cogni AI can autonomously process arbitrary document images submitted by users and produce structured outputs that can be consumed directly by downstream operational workflows. The agent provides end‑to‑end functionality, from visual element detection and semantic understanding and mapping, to field‑level confidence scoring, cross‑field consistency checks and automated result‑quality evaluation. This serves to enable robust, template‑free information extraction across diverse layouts, scanned files and complex formats.
Mr. Cong Zhao, Founder and Chief Technology Officer of Ruanyun, explained that Cogni AI is fundamentally designed as a batch‑processing autonomous agent intended to reduce the upfront configuration required by traditional template‑driven optical character recognition (OCR) technologies and to improve generalization across document types. “By unifying information extraction and quality detection within a single intelligent agent, Cogni AI aims to reduce reliance on manual verification, shorten project timelines and provide a more reliable data foundation for search, analytics and compliance applications,” Mr. Zhao added.
The Company cautions that factors such as technology evolution, project implementation schedules, customer acceptance, competitive dynamics and macroeconomic conditions, among others, may affect actual outcomes and timelines.
About Ruanyun Edai Technology Inc.
Ruanyun Edai Technology Inc. is an innovative AI-driven education technology company dedicated to transforming the K-12 education landscape in China. By leveraging proprietary AI-powered solutions, the Company provides intelligent learning tools, assessment platforms, and adaptive learning systems that enhance academic performance and streamline educational processes. Committed to modernizing education, the Company empowers schools, teachers, and students with cutting-edge teaching, learning, and evaluation tools through the integration of AI and the internet, fostering a more efficient and effective learning model. For more information, please visit: http://www.ruanyun.net/, https://investors.ruanyun.net/.
Forward-Looking Statements
This press release contains forward-looking statements. Forward-looking statements include statements concerning plans, objectives, goals, strategies, future events or performance, and underlying assumptions and other statements that are other than statements of historical facts. When the Company uses words such as “may, “will, “intend,” “should,” “believe,” “expect,” “anticipate,” “project,” “estimate” or similar expressions that do not relate solely to historical matters, it is making forward-looking statements. Forward-looking statements are not guarantees of future performance and involve risks and uncertainties that may cause the actual results to differ materially from the Company's expectations discussed in the forward-looking statements. These statements are subject to uncertainties and risks including, but not limited to, the uncertainties related to market conditions and other factors discussed in the Company’s filings with the SEC, which are available for review at www.sec.gov. For these reasons, among others, investors are cautioned not to place undue reliance upon any forward-looking statements in this press release. The Company undertakes no obligation to publicly revise these forward-looking statements to reflect events or circumstances that arise after the date hereof.
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FAQ
What is Cogni AI and when did Ruanyun (RYET) launch it commercially?
How does Cogni AI reduce manual work for document processing for RYET customers?
What document types and formats can Cogni AI handle for RYET clients?
What investor risks did Ruanyun (RYET) highlight about Cogni AI deployment?
How does Cogni AI integrate with downstream workflows for RYET customers?
