Automated Business Model Discovery Tool
Main contact

Project scope
Categories
Data analysis Data modelling Data science Data visualization Software developmentSkills
heat maps communication python (programming language) data wrangling target market technical report consulting data visualization management automationThe Listening Lab is a global wellness initiative designed to bring women together across race, class, and culture to share their lives in a safe, supportive space. Unlike therapy—which is often expensive and inaccessible—the Listening Lab provides community care that is affordable, inclusive, and fair, while actively protecting vulnerable women and addressing bias.
To make this vision possible, FIA is exploring creative business models that could sustain the Listening Lab without limiting access only to the wealthy. We have identified a large opportunity matrix of 60 business models × 15 target markets (900 possible combinations).
We will provide students with a structured evaluation prompt (based on the Six Thinking Hats framework) that surfaces both risks and opportunities for any business model × market pair and produces an overall score. Students will then:
- Automate the process in Python by applying the prompt to the entire opportunity matrix.
- Aggregate and score results into a tabular format.
- Visualize findings in a dashboard, including a heatmap of opportunity.
This will allow FIA to quickly identify the most promising opportunities and decide where to conduct small-scale real-world tests.
Expected Deliverables
- Automated Pipeline (Python): Loop through the 60 × 15 matrix, apply the evaluation prompt, and output structured results with scores.
- Heatmap & Dashboard: Visualize the opportunity matrix and highlight the top 10 opportunities.
- Consulting-Style Presentation (Slide Deck): A 15-minute deck summarizing approach, results, and recommendations.
- Technical Report: A short report detailing the methodology, automation, and key insights.
- Source Code: Clean, reproducible scripts for future scaling and refinement.
Skills Practiced
- Data wrangling (matrix generation, structured outputs)
- Automation of prompt-based analysis
- Statistical scoring and ranking
- Dashboarding and data visualization (heatmaps, ranked lists)
- Evidence-based management and consulting-style communication
Providing specialized knowledge in the project subject area, with industry context.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
Representation
Diversity and inclusion
Categories highlighting this company’s ownership and values
BIPOC-Owned Community-Focused Immigrant-Owned Minority-Owned Neurodivergent-Owned Small Business Social Enterprise Women-OwnedFIA is developing tools and content for women to help spot powers moves and respond 10X more effectively, whether at work, in love, or with family members. By learning the skills of social discernment, you can keep your peace and your power when others try to throw you curveballs.
Main contact
