Indiana University Case Study
Indiana University Expands Commercialization Opportunities with FirstIgnite
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.

.png)
Indiana University Expands Commercialization Opportunities with FirstIgnite
BefoBefore implementing FirstIgnite, Indiana University's external engagement efforts were largely relationship-driven and conducted on an ad hoc basis through existing networks, conferences, and professional organizations. The team lacked a dedicated platform for evaluating commercial market opportunities and identifying new industry partners beyond their established connections.
Indiana University integrated FirstIgnite into two key stages of its commercialization workflow.
During invention evaluation, the team uses Tech Assessments and Autopilot to explore potential markets beyond those initially identified by researchers. These assessments provide market opportunities, commercialization challenges, and strategic insights that help strengthen internal evaluations while giving faculty practical guidance for advancing early-stage technologies.
As technologies progress through patenting, the university leverages Company Search, People Search, and email outreach tools to identify qualified industry partners, build targeted contact lists, and execute commercialization campaigns directly from the platform.
FirstIgnite has expanded Indiana University's ability to identify new commercialization opportunities and engage industry partners that would have otherwise remained undiscovered. By combining AI-powered market intelligence with targeted outreach, the university has initiated conversations with companies outside its traditional networks and uncovered new potential applications for emerging technologies.
Smarter Technology Evaluation
The platform enables the commercialization team to evaluate inventions from both technical and market perspectives. By identifying additional industry applications, commercialization opportunities, and potential challenges early in the process, FirstIgnite helps the team provide more strategic recommendations to faculty and strengthen technology development plans before outreach begins.
Expanded Industry Engagement
Using FirstIgnite's company discovery and outreach capabilities, Indiana University has connected with industry partners that were not previously on its radar. In one instance, outreach led to meaningful discussions with a company operating in a market the team had not initially considered, helping validate commercial interest while providing valuable feedback on product-market fit and future development priorities.

The University of Bristol Builds Proactive Industry Partnerships with FirstIgnite
With increasing pressure to diversify research funding and demonstrate impact, the University of Bristol needed a better way to connect researchers with industry. Existing engagement efforts relied heavily on established networks, making it difficult to consistently identify new partnership opportunities and engage academics in commercialization.
Using FirstIgnite, the university identifies companies aligned with faculty research and introduces academics to new commercial opportunities. The platform supports conversations with researchers by showcasing relevant partners and markets while helping engagement teams discover organizations beyond their existing networks.
FirstIgnite has helped the University of Bristol build a more proactive approach to industry engagement. Researchers are participating in more commercialization conversations, new industry connections are being established, and the university has secured letters of support from commercial partners while expanding opportunities for future collaboration.
Proactive Industry Engagement
By helping identify the right companies at the right time, FirstIgnite enables the University of Bristol to engage industry more strategically. The platform supports stronger researcher engagement, expands partnership opportunities, and helps the university build a scalable pipeline of industry relationships that support long-term research impact.
.png)
The University of Maine Accelerates Technology Commercialization Outreach with FirstIgnite
The University of Maine needed a more systematic way to manage industry outreach. Previous efforts relied on spreadsheets and manual research, making it difficult to identify aligned companies, reach decision-makers, and organize outreach by technology or research focus.
With FirstIgnite, the university identifies relevant companies and contacts more efficiently. Using Company Search, People Search, and Autopilot, the team runs structured outreach campaigns by technology or portfolio area while reducing manual research time.
Through FirstIgnite, the University of Maine continues to streamline commercialization outreach across multiple active campaigns. For individual technologies and research focus areas, outreach efforts typically generate approximately 5–10 industry meetings and NDAs per campaign, helping build a consistent pipeline of engaged industry partners. Licensing and sponsored research agreements are actively progressing as conversations advance.
Scaled Commercialization Outreach
By streamlining company discovery and contact identification, the university expands outreach across multiple technologies and areas of expertise while saving significant time. The platform also provides a centralized, project-based workflow that makes it easier to organize campaigns, track engagement, and manage ongoing industry relationships.
.png)
DTU Biosustain at the Technical University of Denmark Accelerates Licensing and Collaborations with AI
DTU Biosustain sought to increase the visibility of its diverse technologies for licensing and expand collaboration. However, identifying the right organizations and maintaining consistent engagement required significant time and manual effort. Without a streamlined process, efficiently connecting with companies interested in specific technologies was difficult to sustain at scale.
Using FirstIgnite’s AI platform, DTU Biosustain launched targeted campaigns that rapidly connected its technologies with relevant companies for licensing/collaborations, streamlining outreach and enabling focus on both existing and new high-potential partners.
Accelerated Industry Engagement
DTU Biosustain established an average of one to two new discussions per technology each month, significantly increasing outreach efficiency and expanding its partner pipeline.
Ongoing Collaboration Opportunities
Through FirstIgnite’s campaigns, DTU Biosustain now maintains five active discussions with companies, several of which are progressing toward license deals and collaboration opportunities.
Efficient Communication at Scale
The AI-driven tools allowed DTU Biosustain to quickly connect with organizations interested in its research and technologies, saving time and effort across teams while enhancing communication with industry.

The University of Toledo Expands Industry Engagement and Partnership Outreach with FirstIgnite
The University of Toledo Foundation sought a more structured approach to industry outreach and partnership development. Prior efforts were largely manual, making it difficult to efficiently identify companies, connect with decision-makers, and scale engagement efforts.
By leveraging FirstIgnite, The University of Toledo Foundation quickly identified aligned companies and stakeholders across academic and research initiatives. The platform enabled more efficient outreach, helping the university increase awareness of programs like Speech-Language Pathology while facilitating conversations around research collaboration, internships, student engagement, and workforce partnerships.
By leveraging FirstIgnite, The University of Toledo Foundation quickly identified aligned companies and stakeholders across academic and research initiatives. The platform enabled more efficient outreach, helping the university increase awareness of programs like Speech-Language Pathology while facilitating conversations around research collaboration, internships, student engagement, and workforce partnerships.
Scaled Partnership Outreach
By streamlining company discovery and outreach, the university expanded engagement efforts while reducing time spent on manual research. The platform also helped support ongoing collaboration between faculty and industry partners.

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.