Libertatis Ergo Holding (LEH) Case Study
European University–Affiliated Holding Strengthens Late-Stage Tech Evaluation with AI
See how universities, research institutions, and innovation teams use FirstIgnite to accelerate partnerships, identify funding opportunities, and drive measurable research impact.
The University of Arizona Strengthens Industry Collaboration in Agricultural Innovation with AI

The University of Arizona sought to advance three agricultural innovations by finding corporate partners for collaboration. However, manual outreach had limited success, and the team struggled to reach the right decision-makers. Without additional support, identifying and engaging potential partners was slow and inefficient.
By leveraging FirstIgnite’s agents, The University of Arizona quickly connected with qualified industry stakeholders in the packaging and agriculture sectors. The agents conducted targeted outreach to senior contacts at leading firms, positioning the university’s technologies for potential collaboration and commercialization opportunities.
Accelerated Industry Collaboration
In just three weeks, the university signed three NDAs with companies engaged in discussions, formalizing early-stage partnerships and enabling deeper exploration of collaborative opportunities around their agricultural technologies.
Expanded Faculty Perspective
Industry discussions helped faculty rethink partnership opportunities, focusing on ROI and practical impact beyond traditional licensing.


European University–Affiliated Holding Strengthens Late-Stage Tech Evaluation with AI
Libertatis Ergo Holding needed to efficiently evaluate late-stage technologies across IP licensing and startup investments. Analyzing patent data, validating markets, and assessing competition was time-intensive, while financial and investor insights required separate tools.
With FirstIgnite’s Tech Assessment tool, the team streamlined early evaluation by inputting technical documentation and intellectual property materials to generate instant executive summaries, market reports, and landscape maps—enabling faster validation and clearer visibility into key industry players.
Faster Due Diligence
The team reduced the time required for initial technology evaluation from a manual, multi-step process to minutes, allowing them to focus on deeper, high-value analysis.
Improved Market Validation
AI-generated market insights helped confirm and expand upon initial assumptions, strengthening the foundation for investment decisions.
Stronger Strategic Positioning
Access to competitive landscape insights enabled the team to better guide portfolio companies, particularly in identifying potential future exit partners.

An Internationally Recognized Research Hospital Accelerates Licensing Outreach with AI-Driven Engagement
Before implementing FirstIgnite, the hospital’s licensing outreach relied on manual contact research across third-party tools, with limited personalization through generic mail merge templates. Bandwidth constraints restricted campaign volume and slowed pipeline development.
FirstIgnite streamlined the hospital’s licensing outreach by combining verified contact data with AI-driven personalization. The platform enabled targeted campaigns built around role-specific contacts and customized messaging, allowing outreach to scale without sacrificing relevance.
Targeted Contact Identification
FirstIgnite’s database provided quick, filtered access to verified contact emails by job title, eliminating manual research and email guessing.
AI-Personalized Outreach
AI-generated emails were customized paragraph by paragraph for each recipient, moving beyond traditional mail merge templates and increasing engagement.
Scalable Campaign Execution
With outreach workflows automated, campaigns could run more efficiently within existing bandwidth constraints.

The University of Arizona Strengthens Industry Collaboration in Agricultural Innovation with AI
The University of Arizona sought to advance three agricultural innovations by finding corporate partners for collaboration. However, manual outreach had limited success, and the team struggled to reach the right decision-makers. Without additional support, identifying and engaging potential partners was slow and inefficient.
By leveraging FirstIgnite’s agents, The University of Arizona quickly connected with qualified industry stakeholders in the packaging and agriculture sectors. The agents conducted targeted outreach to senior contacts at leading firms, positioning the university’s technologies for potential collaboration and commercialization opportunities.
Accelerated Industry Collaboration
In just three weeks, the university signed three NDAs with companies engaged in discussions, formalizing early-stage partnerships and enabling deeper exploration of collaborative opportunities around their agricultural technologies.
Expanded Faculty Perspective
Industry discussions helped faculty rethink partnership opportunities, focusing on ROI and practical impact beyond traditional licensing.

Ohio State Strengthens Corporate Engagement Strategy with AI-Driven Insights
Preparing for the annual retreat required a clear view of OSU’s corporate engagement landscape and new partnership opportunities. Without a comprehensive market gap analysis, strategic planning risked lacking the precision needed for high-impact engagement.
OSU leveraged FirstIgnite as a tool to develop a market gap analysis that identified potential corporate partners across high-priority industries and regions. The analysis complemented OSU’s existing relationship data, enabling the team to visualize untapped opportunities and focus on areas with the highest strategic potential.
Data-Driven Strategy Development
The market gap analysis equipped OSU’s corporate engagement team with actionable insights to inform strategic decisions during the retreat.
Enhanced Industry Awareness
By mapping industry-specific opportunities, OSU gained a clearer view of where new corporate partnerships could be developed.
Regional Alignment
The analysis highlighted Ohio-based companies and organizations aligned with OSU’s strategic priorities, supporting more regionally focused planning.

Portland State University Advances Student Innovation and Industry Connections with AI
PSU’s entrepreneurial-focused course tasked students with advancing innovation initiatives by engaging external partners. However, students needed access to accurate market research and a streamlined way to coordinate conversations with industry. Without the right tools, identifying relevant organizations and initiating discussions would have been time-consuming and difficult to manage.
With FirstIgnite, students in the Engineering Technology Management program quickly identified relevant companies, launched multiple industry discussions, and coordinated ongoing conversations beyond the classroom.
Real-World Learning Experience
Students gained hands-on experience in market research and industry engagement, building skills directly applicable to innovation and entrepreneurship.
Expanded Industry Connections
Multiple discussions were launched with relevant organizations, giving students and the university a stronger network for innovation initiatives.
Positive Student Feedback
The class reported an overall positive experience with FirstIgnite, emphasizing its value in connecting entrepreneurial coursework with real-world opportunities.

VCU Accelerates Industry Engagement and Licensing Opportunities with AI
VCU sought to improve the efficiency and effectiveness of its corporate outreach. Generating marketing summaries was time-consuming, and it was difficult to quickly gauge industry interest in specific technologies. Tracking outreach performance was limited due to low response rates.
With FirstIgnite, VCU gained access to AI-generated marketing content, relevant industry contacts, and targeted outreach capabilities. This allowed the team to move faster, scale outreach, and better assess commercial interest in campus research.
Faster Time-to-Market
VCU reduced the time needed to create marketing summaries from 2–3 weeks to just minutes, accelerating technology promotion.
Stronger and Faster Industry Engagement
A past technology licensing marketing campaign which once required four to five months of continuous outreach was optimized with FirstIgnite, increasing the total number of corporate partners interested in the commercialization opportunity in just a few days. Overall meeting volume has grown significantly, helping VCU quickly qualify which technologies attract industry interest.
New Licensing Opportunity
VCU secured an option agreement for a licensing engagement directly resulting from FirstIgnite-powered outreach.

Idaho National Laboratory triples licensing agreements with the support of AI
Before adopting FirstIgnite, INL's outreach relied on manual efforts on a variety of software tools, which were time inefficient and cumbersome. Existing tools lacked reliable, updated contact information, making it difficult to reach decision-makers. Additionally, the large number of researchers and a growing portfolio made manual outreach inefficient and hindered INL’s ability to scale effectively.
FirstIgnite’s software provided reliable contacts, enabled targeted matchmaking with relevant companies, and allowed INL to scale outreach, greatly increasing potential licensee connections each year.
940% Increase in Outreach
With FirstIgnite, the lab increased its outreach volume by 940% compared to previous methods, reaching a substantially larger pool of potential partners.
Increased Licensing
After implementing FirstIgnite’s platform, INL tripled its average licensing agreements annually, a significant improvement over previous years.
Successful Licensing of CIE Methodology
INL successfully licensed its Cyber Informed Engineering (CIE) methodology to 1898 and Black & Veatch, utilizing FirstIgnite’s matchmaking to identify and secure this strategic partnership.

Washington University in St. Louis Secures Major Grants and Industry Partnerships with FirstIgnite's Support
WashU faculty needed help identifying niche industry partners for their synthetic biology, chemical sensing, and decarbonized manufacturing research. The process of finding and engaging the right partners was time-consuming and costly, requiring specialized support to streamline outreach and build valuable connections.
FirstIgnite helped WashU identify key companies, industries, and scientific leaders to build industry partnerships that were critical to strengthening major grant proposals and future engagement opportunities.
NSF Engineering Research Center Industry Members
WashU secured a $26 million NSF grant for decarbonized biomanufacturing with FirstIgnite’s support in securing industry partnerships, positioning the university as a leader in this research area.
Research Industrial Advisory Board
WashU launched a 16-member advisory board with FirstIgnite’s support in identifying key companies interested in synthetic biomanufacturing, strengthening future grant opportunities and research partnerships through strategic industry partnerships.
NSF Convergence Accelerator Grant Expert Industry Interviews
WashU identified 40+ relevant companies with FirstIgnite’s support that were critical in helping faculty gain industry feedback necessary to compete for Phase 2 of an NSF Convergence Accelerator Grant application.