April 6, 2026
XX
min read

How the Los Alamos National Laboratory Builds Intelligence-Driven Commercialization Workflows

"Cypris has helped us move from fragmented research to structured, actionable intelligence. We can now evaluate technologies and engage partners with far greater speed, clarity, and confidence."

About Los Alamos National Laboratory

Los Alamos National Laboratory (LANL) is a multidisciplinary, federally funded research and development center in northern New Mexico. Founded in 1943, the Laboratory's mission is to solve national security challenges through science, technology, and innovation. Within LANL, the Richard P. Feynman Center for Innovation (FCI) operates at the intersection of technology commercialization, entrepreneurship, and industry engagement, translating breakthrough science into real-world impact by aligning lab-developed technologies with market needs, supporting startup formation, and building partnerships with industry.

The Challenge

National labs like LANL generate extraordinary science, but translating that science into commercial impact presents systemic challenges. The Feynman Center needed to engage industry partners with clear, data-driven narratives, prioritize which technologies to advance, and align advanced R&D with real market needs across both commercial and national security applications.

The information required to make those decisions well was fragmented across multiple systems and formats. Technical data, patents, publications, and market signals lived in different places, held by different people. Synthesizing all of it into actionable insight was time-intensive and often inconsistent, and the traditional tools and workflows available made it difficult to move quickly or operate at scale.

Left unaddressed, these bottlenecks in the tech transfer process limited the Center's ability to proactively connect innovation with industry demand. The risk was not just inefficiency. It was that breakthrough technologies with real commercial potential would stall before ever reaching the market.

The Solution

The Feynman Center's approach has been to build a more structured, intelligence-driven commercialization workflow, with AI playing a central role in standardizing how the team explores and evaluates technology transfer opportunities.

The team developed standardized templates to consistently identify commercialization pathways and generate recommendations on how to steer technologies toward more viable market outcomes. Initially, Cypris was valuable for search-driven discovery, helping the team identify relevant patents, research, and technical signals through targeted queries.

More recently, the evolution toward workflow tools like Report Builder has been especially impactful. Instead of just finding information, the team can now generate structured, shareable reports, including Innovation Scorecards that incorporate landscape analyses, whitespace opportunities, partnership recommendations, and commercialization plans that directly support decision-making. These reports can be continually upgraded with new information, and shared folders allow any team member to pick up where another left off on a commercialization project.

The Impact

This shift has improved both the speed and clarity of the Feynman Center's commercialization efforts. The team can move from raw data to actionable insight more quickly, strengthening its ability to evaluate opportunities and engage partners with compelling, evidence-based narratives.

Innovation Scorecards are now integrated at the start of the Center's internal Design Sprints and the University of California/LANL Entrepreneur Postdoc Accelerator. These analyses enable staff and postdocs to begin market and customer discovery with a more targeted approach from day one. They also equip program leads with deeper insight into the technologies involved, improving how participants are supported throughout these programs.

Greater visibility into technology landscapes and industry activity has strengthened alignment both internally across teams and externally with potential partners. This leads to more informed prioritization and greater confidence in how the Center allocates resources across partnership, licensing, and spinout opportunities.

Looking ahead, the potential impact is significant. By systematically connecting LANL's technology portfolio with industry needs, the Feynman Center can prioritize high-potential opportunities, reduce time spent on low-probability pathways, and accelerate commercialization outcomes, increasing the likelihood that breakthrough innovations successfully reach the market.

Toexplore technologies available for licensing or partnership from Los AlamosNational Laboratory, visit: https://www.lanl.gov/engage/collaboration/feynman-center/tech-and-capability-search

Company name
Los Alamos National Lab
Industry
Research Services
About the company
Los Alamos National Laboratory (LANL) is a premier multidisciplinary research institution in New Mexico, primarily focused on national security.

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