Transnode AI, LLC is a California–based AI technology company focused on building intelligent tools that improve productivity, learning, and professional workflows.Our core mission is to develop AI-powered systems that help individuals and organizations work smarter through automation, personalized insights, and streamlined digital processes.Current R&D Focus:• AI-assisted document analysis and verification• Automated annotation and knowledge organization tools• Personalized learning and workflow recommendation systems• Early exploration of USVerif — a platform for organizing and validating documents securelyWhat We Do Today:Alongside our product development, we provide select technical services to support early revenue and real-world user understanding, including:• Tech Hiring Consulting• Technical hiring guidance and skill evaluation• MVP prototyping and system design for small teams• AI-powered Website Building for Businesses, located in China and U.S.Transnode AI operates independently as a U.S. LLC and collaborates with select partners on product development and applied AI projects.We welcome collaboration opportunities with students, startups, and global clients interested in AI-driven solutions.