How to bid on a Technology Licensing Opportunity for SurfGraphPro from the Department of Energy

What the Department of Energy is offering

The Department of Energy is offering a licensing opportunity for SurfGraphPro, an AI tool developed at Los Alamos National Laboratory. This technology converts complex protein structures into an easy-to-analyze format. It is designed to speed up drug discovery, antibody design, and pathogen detection.

This is not a request for development services. Instead, companies can license this patent-pending tool to enhance their protein analysis capabilities. It is suitable for firms in pharmaceuticals, biotech, diagnostics, and other related fields.

Key dates and what happens at the deadline

This opportunity was published on June 05, 2026. The deadline for responses is December 05, 2026, at 5:00 PM ET. All submissions must be received by this time.

After the deadline, the Department of Energy will review the licensing inquiries received. Specific discussions can be initiated by contacting [email protected].

Who this opportunity suits

This opportunity is ideal for companies in the professional category, particularly those involved in pharmaceuticals, biotechnology, biologics and antibody development, diagnostics and infectious disease, agricultural biotechnology, materials and industrial science, and research tools and software.

Firms looking to enhance their protein analysis capabilities with an advanced AI tool that reduces computational burden and preserves structural detail will find this technology valuable. It is for companies interested in licensing existing technology, not for those seeking to provide development services.

How to access and respond to this opportunity

To view the original source of this opportunity, click the 'View original source' button. If the first click takes you to the portal's homepage, click it again to go directly to the bid.

You may need a free account to view documents, though for many bids, this is not required. Once you have accessed the details, you can contact [email protected] for specific discussions regarding licensing.

Tips for preparing a competitive response

Clearly articulate how your company plans to utilize SurfGraphPro and the specific market applications you intend to target. Highlight your firm's existing capabilities and how this technology will integrate into your current operations or product development.

Demonstrate a clear understanding of the technology's advantages, such as its ability to speed up protein analysis and reduce manual feature engineering. Emphasize how licensing SurfGraphPro will provide your company with a competitive edge and unlock innovative potential in your field.

Ensure your communication is professional and directly addresses the potential benefits of this technology for your business. Be prepared to discuss your business model and how a licensing agreement would support your strategic goals.