Project Title: Therapeutic Focus Validation & Pivot Engine: A Computer Science Capstone

Breckenridge Pharmaceutical, Inc.

Details
Project Title Therapeutic Focus Validation & Pivot Engine: A Computer Science Capstone
Project Topics Artificial Intelligence & Machine Learning Budgeting, Forecasting, and Cost Optimization Entrepreneurship Growth Strategy Innovation Research & Development Research, Analysis, Evaluation Sales & Business Development Software Design & Development Strategic Planning
Skills & Expertise API Cost Analysis Competitive Benchmarking Data analysis Excel Financial Modeling Machine Learning Market Sizing Power BI Python Sensitivity Analysis Software Engineering Stakeholder Analysis Strategic Planning Systems Architecture WAC Price Analysis
Project Synopsis: Challenge/Opportunity
Breckenridge Pharmaceutical, Inc. is a leader in the specialty generics market, known for its strategic focus on high-value therapeutic areas such as oncology, autoimmune disorders, and rare diseases. However, the rapidly changing pharmaceutical landscape presents challenges in maintaining this focus as the best path for value creation. The current business challenge involves determining whether their therapeutic focus continues to drive superior economics or if it has become a constraint to growth. With new competitors entering the market and shifts in pricing dynamics, Breckenridge must assess if a strategic pivot is necessary to sustain its competitive edge.

The impact of this challenge is significant; an inability to adapt could lead to diminished market share and profitability. By validating their therapeutic focus and designing a pivot engine, Breckenridge can proactively manage these risks. This capstone project offers students the opportunity to contribute to this strategic initiative by developing a decision tool that incorporates real-time data analysis, machine learning models, and a structured framework for evaluating therapeutic area attractiveness.

The project is structured into several phases: back-testing the current therapeutic focus using historical data, conducting cross-therapy benchmarking to identify potential missed opportunities, performing sensitivity analysis on key economic variables, and building the decision logic for the tool. Each phase offers students a chance to explore different aspects of strategic planning and data analysis, making it an ideal learning experience that bridges academic theory with real-world application.

This project is particularly meaningful for students as it allows them to apply their skills in a practical setting, preparing them for careers in consulting, data science, and strategic planning. By working directly with industry stakeholders, students will gain insights into the intricate decision-making processes that drive business success, enhancing their ability to make data-driven recommendations. The project not only addresses a critical business need for Breckenridge but also equips students with the skills and experience necessary to thrive in the dynamic field of AI and machine learning.

Project Synopsis: Activities/Actions Required
  1. Conduct a comprehensive review of Breckenridge's existing therapeutic focus.
  2. Develop a framework for evaluating therapeutic area attractiveness using economic criteria.
  3. Analyze historical data to back-test the effectiveness of the current focus areas.
  4. Perform cross-therapy benchmarking to identify potential areas for expansion.
  5. Conduct sensitivity analysis on WAC pricing and API costs.
  6. Design and implement a machine learning model to predict economic outcomes.
  7. Develop a user-friendly interface for the decision engine using Excel or Power BI.
  8. Engage in weekly consultations with Breckenridge stakeholders for feedback and guidance.
  9. Conduct a pilot test of the decision engine to validate its effectiveness.
  10. Prepare and deliver a final presentation to Breckenridge, showcasing the decision tool and strategic recommendations.
Project Synopsis: Expected Results
  • Development of a repeatable decision tool for therapeutic focus validation.
  • In-depth analysis of Breckenridge's current therapeutic focus and potential areas for pivot.
  • Identification of key economic indicators that influence strategic decisions.
  • Hands-on experience in designing and implementing AI-driven tools.
  • Improved stakeholder communication and presentation skills.
  • Recommendations for Breckenridge on potential strategic pivots or expansions.
  • Enhanced understanding of the pharmaceutical industry's strategic challenges.
  • Creation of a comprehensive portfolio piece demonstrating real-world problem-solving skills.

Project Timeline

Touchpoints & Assignments Date Type

Self-Evaluation

Aug 19 2025 Evaluation

Temperature Check

Aug 20 2025 Evaluation

Program Kickoff

Aug 25 2025 Event

Program Managers

Name Organization
Rose Shumba Bowie State University

Teams

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