Tech2Transfer

Description

Tech2Transfer is an AI-powered platform that bridges the gap between cutting-edge scientific research and real-world market applications. With more than 90 million scientific papers forming the foundation of modern innovation, much of that potential stays untapped because moving a discovery from research to market is slow and difficult. Tech2Transfer uses large language models to systematically assess scientific literature so researchers, investors, and industry partners can quickly identify and commercialize breakthrough innovations.

Users upload a scientific paper as a PDF through the web interface or an API, and the platform evaluates key innovation factors to determine commercial viability, intellectual property strength, market potential, and scalability. Its analysis covers automated technology assessment, patent landscape analysis to identify existing IP challenges, and data-driven market potential evaluation. Under the hood, each document is parsed and split into chunks that are embedded with a Sentence-BERT model and stored in a vector database, so a retrieval-augmented approach pulls only the most relevant text into the model for focused, efficient analysis.

The platform is aimed at accelerating commercialization by improving research visibility and connecting stakeholders, including investors and venture capitalists seeking startups, industry partners looking for innovations, and licensing opportunities across R&D teams. Pricing includes a Starter plan (5 reports per month with customer support) and an Advanced plan (unlimited highest-quality reports with custom fine-tuning, a scoring system, access to industry partners, and enterprise support).

Tech2Transfer's Core Features

• AI analysis of scientific papers for technology readiness and market potential

• Automated technology assessment of key innovation factors

• Commercial viability, IP strength, and scalability evaluation

• Patent landscape analysis to identify existing IP challenges

• Data-driven market potential evaluation

• PDF upload via web interface or API with per-paper traceability

• Retrieval-augmented pipeline using Sentence-BERT embeddings and a vector database

• Scoring system and access to industry partners on the Advanced plan

How to use Tech2Transfer?

1. 1

   Create an account: Sign up to access the Tech2Transfer web platform.

2. 2

   Upload a paper: Submit your scientific paper as a PDF through the web interface or API.

3. 3

   Run the analysis: The platform extracts and analyzes the document for readiness, IP, market potential, and scalability.

4. 4

   Review the report: Read the automated assessment covering commercial viability and market insights.

5. 5

   Act on the results: Use the findings to prioritize commercialization or connect with investors and industry partners.

Tech2Transfer's Use Cases

• Technology transfer offices
• Investor due diligence
• IP and patent screening
• Industry scouting

FAQ from Tech2Transfer

• What does Tech2Transfer do?

  It uses large language models to analyze scientific papers for technology readiness and market potential, helping identify and commercialize promising research.

• What does the AI evaluate?

  It assesses commercial viability, intellectual property strength, market potential, and scalability, including automated technology assessment and patent landscape analysis.

• How do I submit a paper?

  You upload your manuscript as a PDF through the web interface or an API, and each document is assigned an ID for traceability.

• How does the analysis stay accurate?

  Documents are chunked, embedded with a Sentence-BERT model, and stored in a vector database, so a retrieval step feeds only the most relevant text into the model for focused analysis.

• Who is Tech2Transfer for?

  It is built for researchers, investors and venture capitalists, and industry partners looking to assess research potential and accelerate technology transfer and commercialization.

• What plans are available?

  A Starter plan offers 5 reports per month with customer support, and an Advanced plan offers unlimited highest-quality reports with custom fine-tuning, a scoring system, industry-partner access, and enterprise support.