{"id":584,"date":"2025-11-18T16:18:19","date_gmt":"2025-11-18T16:18:19","guid":{"rendered":"https:\/\/trionova.in\/blogs\/?p=584"},"modified":"2026-02-12T07:24:24","modified_gmt":"2026-02-12T07:24:24","slug":"top-ai-development-companies-in-canada-2025","status":"publish","type":"post","link":"https:\/\/trionova.in\/blogs\/ai\/top-ai-development-companies-in-canada-2025\/","title":{"rendered":"Top AI Development Companies in Canada 2025"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Artificial Intelligence (AI) continues to reshape industries across the globe \u2014 from finance and healthcare to logistics, retail, and education. In 2025, AI has become the backbone of automation, analytics, and personalized digital transformation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Canada, known for its innovation-driven economy and world-class research talent, has emerged as a global hub for AI development. With cutting-edge startups and enterprise-grade AI firms, the country is accelerating the future of intelligent technologies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This article highlights the <strong>Top <a href=\"https:\/\/trionova.in\/AI\">AI Development Companies in Canada<\/a> 2025<\/strong>, recognized for their excellence in AI Development Services, data analytics, automation, and custom AI solutions for global enterprises.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. Trionova Technology Pvt Ltd<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Trionova Technology Pvt Ltd is a global AI development company delivering next-generation intelligent solutions to help enterprises automate processes and make data-driven decisions. With expanding operations in Canada, the company blends innovation, scalability, and business-focused AI platforms.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Custom AI\/ML model development<\/li>\n\n\n\n<li>Predictive analytics and data visualization<\/li>\n\n\n\n<li>NLP-based chatbot and automation systems<\/li>\n\n\n\n<li>AI-powered mobile and web applications<\/li>\n\n\n\n<li>Business intelligence dashboards<\/li>\n\n\n\n<li>IoT + AI integrated solutions<\/li>\n\n\n\n<li>Cloud-based AI deployment and scaling<\/li>\n\n\n\n<li>AI product strategy and consulting<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Category<\/strong><\/th><th><strong>Tools &amp; Technologies<\/strong><\/th><th><strong>Purpose<\/strong><\/th><\/tr><\/thead><tbody><tr><td>AI\/ML Frameworks<\/td><td>TensorFlow, PyTorch<\/td><td>Model development<\/td><\/tr><tr><td>Backend<\/td><td>Python (FastAPI, Flask)<\/td><td>API &amp; AI integration<\/td><\/tr><tr><td>Cloud<\/td><td>AWS, Azure, GCP<\/td><td>Deployment &amp; scaling<\/td><\/tr><tr><td>Databases<\/td><td>MongoDB, PostgreSQL<\/td><td>Data management<\/td><\/tr><tr><td>Analytics<\/td><td>Power BI, Tableau<\/td><td>Insights &amp; reporting<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 829 Birchmount Rd, Scarborough, Ontario, Canada M1K 1R9<br><strong>Phone:<\/strong> +1 (647) 326-5103<br><strong>Email:<\/strong> <a>info@trionova.in<\/a><br><strong>Website:<\/strong> <a href=\"https:\/\/www.trionova.in\/\">https:\/\/www.trionova.in\/<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. Cohere Inc.<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Based in Toronto, Cohere is one of Canada\u2019s most influential AI companies specializing in large language models (LLMs) and enterprise-grade natural language processing. Their technology powers conversational AI, generative applications, and text intelligence at scale.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NLP-based enterprise AI solutions<\/li>\n\n\n\n<li>Generative AI for business automation<\/li>\n\n\n\n<li>Text analytics and summarization<\/li>\n\n\n\n<li>AI model customization and deployment<\/li>\n\n\n\n<li>Cloud-native AI scalability<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools &amp; Technologies<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>AI\/ML<\/td><td>Transformers, PyTorch<\/td><td>LLM training<\/td><\/tr><tr><td>Backend<\/td><td>Python, Node.js<\/td><td>API services<\/td><\/tr><tr><td>Cloud<\/td><td>GCP, AWS<\/td><td>Scalable deployment<\/td><\/tr><tr><td>Database<\/td><td>PostgreSQL<\/td><td>Data operations<\/td><\/tr><tr><td>APIs<\/td><td>REST, GraphQL<\/td><td>Application integration<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 171 John Street, Suite 200, Toronto, ON M5T 1X3<br><strong>Phone:<\/strong> 647-514-4255<br><strong>Website:<\/strong> https:\/\/www.cohere.com\/<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. Element AI (ServiceNow)<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Element AI, now part of ServiceNow, is one of Canada\u2019s pioneering AI companies. Headquartered in Montreal, they focus on ethical AI, enterprise automation, and scalable data intelligence solutions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enterprise AI integration<\/li>\n\n\n\n<li>Computer vision &amp; NLP solutions<\/li>\n\n\n\n<li>Predictive analytics<\/li>\n\n\n\n<li>Cloud AI automation<\/li>\n\n\n\n<li>AI governance &amp; strategy<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>Frameworks<\/td><td>TensorFlow, PyTorch<\/td><td>AI model development<\/td><\/tr><tr><td>Backend<\/td><td>Python (Flask, Django)<\/td><td>AI orchestration<\/td><\/tr><tr><td>Cloud<\/td><td>AWS, Azure<\/td><td>Deployment<\/td><\/tr><tr><td>Analytics<\/td><td>Power BI, Tableau<\/td><td>Visualization<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 6650 Rue St-Urbain, 500, Montr\u00e9al, QC H2S 3G9<br><strong>Phone:<\/strong> +1 514-379-3568<br><strong>Website:<\/strong> https:\/\/www.elementai.com\/<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. MindBridge AI<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MindBridge AI, based in Ottawa, provides intelligent financial auditing solutions powered by AI. Their anomaly-detection engine enhances compliance, risk detection, and financial data transparency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered financial auditing<\/li>\n\n\n\n<li>Risk assessment automation<\/li>\n\n\n\n<li>Predictive accounting analytics<\/li>\n\n\n\n<li>Fraud detection systems<\/li>\n\n\n\n<li>Data integrity validation<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>AI\/ML<\/td><td>Scikit-learn, PyTorch<\/td><td>Predictive analytics<\/td><\/tr><tr><td>Backend<\/td><td>Node.js, Flask<\/td><td>Data processing<\/td><\/tr><tr><td>Cloud<\/td><td>AWS<\/td><td>Infrastructure<\/td><\/tr><tr><td>Analytics<\/td><td>Power BI<\/td><td>Audit insights<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 80 Aberdeen Street, Suite 400, Ottawa, Ontario K1S 5R5<br><strong>Phone:<\/strong> +1 613-667-1236<br><strong>Website:<\/strong> https:\/\/www.mindbridge.ai\/<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. Coveo<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Coveo Solutions Inc., headquartered in Quebec, is a global leader in AI-powered search, personalization, and recommendation systems. Their solutions enhance digital experiences for eCommerce and enterprise platforms.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI search and recommendations<\/li>\n\n\n\n<li>Customer experience personalization<\/li>\n\n\n\n<li>Data indexing &amp; retrieval<\/li>\n\n\n\n<li>eCommerce personalization<\/li>\n\n\n\n<li>Machine learning analytics<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>AI\/ML<\/td><td>TensorFlow, PyTorch<\/td><td>Recommendation systems<\/td><\/tr><tr><td>Backend<\/td><td>Node.js, Java<\/td><td>API architecture<\/td><\/tr><tr><td>Cloud<\/td><td>Azure<\/td><td>Deployment<\/td><\/tr><tr><td>Database<\/td><td>Elasticsearch<\/td><td>Search indexing<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 1100 Av. des Canadiens-de-Montr\u00e9al, Suite 401, Montr\u00e9al, Qu\u00e9bec H3B 2S2<br><strong>Phone:<\/strong> +1 514-375-0126<br><strong>Website:<\/strong> https:\/\/www.coveo.com\/<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6. Integrate.ai<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Integrate.ai delivers responsible and privacy-preserving AI solutions using federated learning. Their platform enables secure collaboration and data-driven intelligence without compromising user privacy.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Federated machine learning<\/li>\n\n\n\n<li>AI privacy and compliance solutions<\/li>\n\n\n\n<li>Customer intelligence systems<\/li>\n\n\n\n<li>Predictive behavior analytics<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>AI\/ML<\/td><td>TensorFlow Federated<\/td><td>Secure AI training<\/td><\/tr><tr><td>Backend<\/td><td>Python<\/td><td>Data orchestration<\/td><\/tr><tr><td>Cloud<\/td><td>AWS<\/td><td>Deployment<\/td><\/tr><tr><td>Database<\/td><td>PostgreSQL<\/td><td>Storage<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7. Ada<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ada Support Inc., based in Toronto, offers AI-powered conversational platforms for global customer support. Their multilingual chatbots improve engagement and streamline CX operations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Conversational AI development<\/li>\n\n\n\n<li>Chatbot automation<\/li>\n\n\n\n<li>NLP-driven assistants<\/li>\n\n\n\n<li>AI customer support integration<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>Frameworks<\/td><td>Rasa, TensorFlow<\/td><td>Conversational AI<\/td><\/tr><tr><td>Backend<\/td><td>Node.js<\/td><td>API management<\/td><\/tr><tr><td>Cloud<\/td><td>GCP<\/td><td>Deployment<\/td><\/tr><tr><td>Database<\/td><td>MongoDB<\/td><td>Data handling<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contact Details<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Address:<\/strong> 46 Spadina Avenue, Suite 500, Toronto, ON M5V 2H8<br><strong>Website:<\/strong> https:\/\/www.ada.cx\/<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>8. Daisy Intelligence<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Daisy Intelligence builds AI-driven decision-making platforms for retail and insurance industries, specializing in demand forecasting and risk modeling.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered pricing optimization<\/li>\n\n\n\n<li>Demand forecasting<\/li>\n\n\n\n<li>Retail analytics automation<\/li>\n\n\n\n<li>Risk modeling &amp; prediction<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>AI\/ML<\/td><td>PyTorch, Keras<\/td><td>Predictive modeling<\/td><\/tr><tr><td>Backend<\/td><td>Flask, Django<\/td><td>API operations<\/td><\/tr><tr><td>Cloud<\/td><td>Azure AI<\/td><td>Scaling<\/td><\/tr><tr><td>Analytics<\/td><td>Power BI<\/td><td>Dashboards<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>9. Knockri Inc.<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Knockri uses AI and behavioral science to improve hiring processes. Their assessments analyze candidate behavior, ensuring fair and competency-based recruitment.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI hiring and assessment tools<\/li>\n\n\n\n<li>Video behavior analytics<\/li>\n\n\n\n<li>HR analytics<\/li>\n\n\n\n<li>Talent optimization solutions<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>Frameworks<\/td><td>OpenCV, TensorFlow<\/td><td>Behavior analytics<\/td><\/tr><tr><td>Backend<\/td><td>Node.js<\/td><td>API services<\/td><\/tr><tr><td>Cloud<\/td><td>AWS<\/td><td>Operations<\/td><\/tr><tr><td>Database<\/td><td>MongoDB<\/td><td>Data handling<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>10. ProCogia<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ProCogia is a Vancouver-based AI and data consulting firm offering end-to-end enterprise solutions. Their expertise lies in automation, predictive modeling, and cloud-driven AI deployments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Services &amp; Specialties<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI consulting and development<\/li>\n\n\n\n<li>Predictive analytics<\/li>\n\n\n\n<li>Data pipeline automation<\/li>\n\n\n\n<li>Cloud AI integration<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tech Stack<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Tools<\/th><th>Purpose<\/th><\/tr><\/thead><tbody><tr><td>Frameworks<\/td><td>Scikit-learn, TensorFlow<\/td><td>Model development<\/td><\/tr><tr><td>Backend<\/td><td>Python (FastAPI)<\/td><td>API management<\/td><\/tr><tr><td>Cloud<\/td><td>AWS, GCP<\/td><td>Hosting<\/td><\/tr><tr><td>Analytics<\/td><td>Tableau<\/td><td>Business insights<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Canada\u2019s AI ecosystem is thriving, supported by strong research, skilled talent, and enterprise innovation. The companies listed above represent the forefront of AI development in 2025 \u2014 offering advanced, scalable, and industry-specific AI solutions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whether your organization needs conversational AI, predictive analytics, automation systems, or end-to-end intelligent workflows, Canada\u2019s top AI firms provide the technical expertise and strategic vision to help you succeed.<\/p>\n","protected":false},"excerpt":{"rendered":"Artificial Intelligence (AI) continues to reshape industries across the globe \u2014 from finance and healthcare to logistics, retail,&hellip;","protected":false},"author":1,"featured_media":585,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","footnotes":""},"categories":[7],"tags":[52,54,53,55,41,42,29,26,28],"class_list":["post-584","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai","tag-ai-development","tag-ai-development-company","tag-ai-development-company-in-chennai","tag-ai-development-services","tag-app-developers-in-chennai","tag-app-development-services-in-chennai","tag-software-developers-in-chennai","tag-software-development","tag-software-development-services","cs-entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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