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Case Studies

See how universities, research institutions, and innovation teams use FirstIgnite to accelerate partnerships, identify funding opportunities, and drive measurable research impact.

Case Study
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Libertatis Ergo Holding (LEH) Case Study

European University–Affiliated Holding Strengthens Late-Stage Tech Evaluation with AI

May 7, 2026
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Challenges

Libertatis Ergo Holding needed to efficiently evaluate late-stage technologies across IP licensing and startupinvestments. Analyzing patent data, validating markets, and assessing competition was time-intensive, whilefinancial and investor insights required separate tools.

Solutions

With FirstIgnite’s Tech Assessment tool, the team streamlined early evaluation by inputting technicaldocumentation and intellectual property materials to generate instant executive summaries, market reports,and landscape maps—enabling faster validation and clearer visibility into key industry players.

Outcomes

Faster Due Diligence

The team reduced the time required for initial technology evaluation from a manual, multi-stepprocess 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, strengtheningthe 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.

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Research Hospital Case Study

An Internationally Recognized Research Hospital Accelerates Licensing Outreach with AI-Driven Engagement

February 26, 2026
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Challenges

Before implementing FirstIgnite, the hospital’s licensing outreach relied on manual contact research acrossthird-party tools, with limited personalization through generic mail merge templates. Bandwidth constraintsrestricted campaign volume and slowed pipeline development.

Solutions

FirstIgnite streamlined the hospital’s licensing outreach by combining verified contact data with AI-drivenpersonalization. The platform enabled targeted campaigns built around role-specific contacts andcustomized messaging, allowing outreach to scale without sacrificing relevance.

Outcomes

Targeted ContactIdentification

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 beyondtraditional mail merge templates and increasing engagement.

Scalable Campaign Execution

With outreach workflows automated, campaigns could run more efficiently within existingbandwidth constraints.

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University of Arizona Case Study

The University of Arizona Strengthens Industry Collaboration in Agricultural Innovation with AI

December 2, 2025
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Challenges

The University of Arizona sought to advance three agricultural innovations by finding corporate partners forcollaboration. However, manual outreach had limited success, and the team struggled to reach the rightdecision-makers. Without additional support, identifying and engaging potential partners was slow andinefficient.

Solutions

By leveraging FirstIgnite’s agents, The University of Arizona quickly connected with qualified industrystakeholders in the packaging and agriculture sectors. The agents conducted targeted outreach to seniorcontacts at leading firms, positioning the university’s technologies for potential collaboration andcommercialization opportunities.

Outcomes

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 collaborativeopportunities around their agricultural technologies.

Expanded Faculty Perspective

Industry discussions helped faculty rethink partnership opportunities, focusing on ROI andpractical impact beyond traditional licensing.

Faster Decision-Making

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Ohio State University Case Study

Ohio State Strengthens Corporate Engagement Strategy with AI-Driven Insights

October 16, 2025
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Challenges

Preparing for the annual retreat required a clear view of OSU’s corporate engagement landscape and newpartnership opportunities. Without a comprehensive market gap analysis, strategic planning risked lackingthe precision needed for high-impact engagement.

Solutions

OSU leveraged FirstIgnite as a tool to develop a market gap analysis that identified potential corporate partnersacross 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.

Outcomes

Data-Driven Strategy Development

The market gap analysis equipped OSU’s corporate engagement team with actionable insights toinform strategic decisions during the retreat.

Enhanced Industry Awareness

By mapping industry-specific opportunities, OSU gained a clearer view of where new corporatepartnerships could be developed.

Regional Alignment

The analysis highlighted Ohio-based companies and organizations aligned with OSU’s strategicpriorities, supporting more regionally focused planning.

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Portland State University Case Study

Portland State University Advances Student Innovation and Industry Connections with AI

August 25, 2025
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Challenges

PSU’s entrepreneurial-focused course tasked students with advancing innovation initiatives by engagingexternal partners. However, students needed access to accurate market research and a streamlined way tocoordinate conversations with industry. Without the right tools, identifying relevant organizations andinitiating discussions would have been time-consuming and difficult to manage.

Solutions

With FirstIgnite, students in the Engineering Technology Management program quickly identified relevantcompanies, launched multiple industry discussions, and coordinated ongoing conversations beyond theclassroom.

Outcomes

Real-World Learning Experience

Students gained hands-on experience in market research and industry engagement, buildingskills directly applicable to innovation and entrepreneurship.

Expanded Industry Connections

Multiple discussions were launched with relevant organizations, giving students and theuniversity a stronger network for innovation initiatives.

Positive Student Feedback

The class reported an overall positive experience with FirstIgnite, emphasizing its value inconnecting entrepreneurial coursework with real-world opportunities.

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Virginia Commonwealth University Case Study

VCU Accelerates Industry Engagement and Licensing Opportunities with AI

August 4, 2025
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Challenges

VCU sought to improve the efficiency and effectiveness of its corporate outreach. Generating marketingsummaries was time-consuming, and it was difficult to quickly gauge industry interest in specifictechnologies. Tracking outreach performance was limited due to low response rates.

Solutions

With FirstIgnite, VCU gained access to AI-generated marketing content, relevant industry contacts, andtargeted outreach capabilities. This allowed the team to move faster, scale outreach, and better assesscommercial interest in campus research.

Outcomes

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 FasterIndustry Engagement

A past technology licensing marketing campaign which once required four to five months ofcontinuous outreach was optimized with FirstIgnite, increasing the total number corporate partnersinterested in the commercialization opportunity in just a few days. Overall meeting volume hasgrown 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 FirstIgnitepowered outreach.

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Idaho National Laboratory Case Study

Idaho National Laboratory triples licensing agreements with the support of AI

April 30, 2025
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Challenges

Before adopting FirstIgnite, INL's outreach relied on manual efforts on a variety of software tools, which weretime inefficient and cumbersome. Existing tools lacked reliable, updated contact information, making itdifficult to reach decision-makers. Additionally, the large number of researchers and a growing portfoliomade manual outreach inefficient and hindered INL’s ability to scale effectively.

Solutions

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.

Outcomes

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, asignificant 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.

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Washington University in Saint Louis Case Study

Washington University in St. Louis Secures Major Grants and Industry Partnerships with FirstIgnite ' s Support

April 30, 2025
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Challenges

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 timeconsuming and costly, requiring specialized support to streamline outreach and build valuable connections.

Solutions

FirstIgnite helped WashU identify key companies, industries, and scientific leaders to build industrypartnerships that were critical to strengthening major grant proposals and future engagement opportunities.

Outcomes

NSF Engineering Research CenterIndustry Members

WashU secured a $26 million NSF grant for decarbonized biomanufacturing with FirstIgnite’ssupport in securing industry partnerships, positioning the university as a leader in this researcharea.

Research Industrial Advisory Board

WashU launched a 16-member advisory board with FirstIgnite’s support in identifying keycompanies interested in synthetic biomanufacturing, strengthening future grant opportunitiesand research partnerships through strategic industry partnerships.

NSF Convergence Accelerator Grant ExpertIndustry Interviews

WashU identified 40+ relevant companies with FirstIgnite’s support that were critical in helpingfaculty gain industry feedback necessary to compete for Phase 2 of an NSF ConvergenceAccelerator Grant application.