Tech2Transfer

Tech2Transfer is an AI platform that ingests scientific manuscripts uploaded as PDF (or text) and generates a structured report on Tech Transfer Evaluation Criteria. The page describes an AI agent powered by DeepSeek's R1 model that evaluates research papers, patents, and technical reports for commercial viability, intellectual property strength, market potential, and scalability. The platform uses PDF text extraction and a retrieval-augmented generation approach that chunks documents, embeds them with Sentence-BERT, and stores them in a vector database. The stated roadmap includes a beta launch with university and investor partnerships, plus planned intelligent matchmaking between researchers, investors, industry partners, and licensing opportunities, with expansion into European and North American research institutions.

Key features

• Upload scientific papers as PDF or text for analysis
• AI-driven technology assessment of key innovation factors
• Patent landscape analysis to identify existing IP challenges
• Market potential evaluation with data-driven scalability insights
• Document ingestion via web interface or API
• Retrieval-augmented analysis of document chunks using vector search
• Planned intelligent matchmaking between researchers and stakeholders

Best suited for

• Researchers seeking to showcase and commercialize their work
• Investors and venture capitalists looking for promising startups
• Industry partners searching for cutting-edge innovations
• Technology transfer offices at universities and research institutions
• Licensing teams evaluating R&D outputs

Pricing

Not stated on the website