Project Title: Developing Agora Insights: Economic and Industry Research for the Subprime Auto Finance Market

Agora Data

Details
Project Title Developing Agora Insights: Economic and Industry Research for the Subprime Auto Finance Market
Project Topics Reporting, Financial Planning & Analysis Research, Analysis, Evaluation
Skills & Expertise Business Communication Consulting Skills Data analysis Data Interpretation Economic Indicators Analysis Economic Research Financial Planning & Analysis Hypothesis Testing Market Research Policy Implication Interpretation Presentation skills Quantitative Analysis Report writing Stakeholder Engagement Statistics Strategic Planning
Project Synopsis: Challenge/Opportunity
Agora Data is a non-prime auto fintech company that excels in capturing and analyzing data from subprime auto loans originated through independent car dealerships. With access to detailed loan-level characteristics and borrower profiles, the company is well-positioned to generate valuable market insights. However, the challenge lies in translating this data into actionable insights that can be shared with dealers and stakeholders in the auto finance industry.

The current gap is the underutilization of Agora's data in creating market insights that can benefit dealers and help Agora establish itself as a thought leader in the industry. This underutilization limits Agora's ability to provide valuable guidance to dealers and the broader auto finance market, potentially impacting the company's growth and influence in the sector.

This project addresses the challenge by engaging Montclair State University economics students in a focused research effort. Students will work with a sample of Agora's internal data, complemented by external economic indicators, to produce a research brief that identifies meaningful market stories. This provides a unique opportunity for students to apply their academic knowledge to a real-world business challenge, enhancing their skills in research, analysis, and strategic planning.

The project is divided into key phases, including data analysis, trend identification, and report generation. Each phase allows students to build upon their findings, ultimately producing a polished insight report and presentation. This project is ideal for students as it offers experiential learning in consulting, finance, and market research, preparing them for future careers in these fields.

By exploring this strategic challenge, students will gain real-world experience that goes beyond academic theory. They will develop skills in data interpretation, economic analysis, and business communication, making the project relevant and exciting for those aspiring to careers in consulting, finance, or market research.

Project Synopsis: Activities/Actions Required
  1. Review Agora's internal loan data to understand available metrics.
  2. Identify key economic and auto finance indicators to examine.
  3. Conduct a literature review on the subprime auto finance market trends.
  4. Analyze the relationship between internal data and external indicators.
  5. Develop hypotheses on market conditions and borrower behavior.
  6. Test hypotheses using quantitative analysis methods.
  7. Interpret findings and assess their implications for dealers.
  8. Draft a research brief summarizing key insights and recommendations.
  9. Prepare a presentation for Agora's marketing team.
  10. Participate in feedback sessions to refine the final deliverable.
Project Synopsis: Expected Results
  • Enhanced understanding of the subprime auto finance market for students.
  • Development of applied research and analytical skills.
  • Production of a concise research brief with actionable insights.
  • Creation of a presentation for Agora's marketing team.
  • Identification of emerging trends in subprime auto lending.
  • Recommendations for Agora on data utilization and market positioning.
  • Increased student proficiency in economic data interpretation.
  • Strengthened collaboration between academia and industry.
  • Creation of a market study for Agora to publish -- with potential of being picked up by industry publications. 

Project Timeline

Touchpoints & Assignments Date Type

Program Kickoff

Oct 29 2026 Event

Program Managers

Name Organization
Vidya Atal Montclair State University

Teams

Team Name  Project Name  Team Members 
No Teams Available