Healthcare Supplier Selection Framework
A structured supplier evaluation framework developed as part of my final year engineering project to support procurement decision-making using the Analytical Hierarchy Process (AHP).
Role
Decision Framework
Industry
Healthcare Procurement
status
Academic Project
Year
2021
Challenge
Healthcare organizations often evaluate suppliers across multiple qualitative and quantitative factors. The project explored how structured decision-making techniques could improve transparency and consistency during supplier selection.
Process
Using the Analytical Hierarchy Process (AHP), I designed a weighted evaluation framework to compare suppliers against multiple decision criteria. The framework was developed as part of my undergraduate engineering project and focused on demonstrating systematic decision-making.
Outcome
The framework demonstrated how structured evaluation methods can support procurement decisions by improving consistency, reducing subjective bias, and making trade-offs more transparent.
Key Takeaways
• Enterprise software success depends on organizational readiness as much as technology.
• AI creates the most value when embedded into existing workflows.
• Product thinking begins with understanding business processes before designing solutions.
Healthcare Supplier Selection Framework
A structured supplier evaluation framework developed as part of my final year engineering project to support procurement decision-making using the Analytical Hierarchy Process (AHP).
Role
Decision Framework
Industry
Healthcare Procurement
status
Academic Project
Year
2021
Challenge
Healthcare organizations often evaluate suppliers across multiple qualitative and quantitative factors. The project explored how structured decision-making techniques could improve transparency and consistency during supplier selection.
Process
Using the Analytical Hierarchy Process (AHP), I designed a weighted evaluation framework to compare suppliers against multiple decision criteria. The framework was developed as part of my undergraduate engineering project and focused on demonstrating systematic decision-making.
Outcome
The framework demonstrated how structured evaluation methods can support procurement decisions by improving consistency, reducing subjective bias, and making trade-offs more transparent.
Key Takeaways
• Enterprise software success depends on organizational readiness as much as technology.
• AI creates the most value when embedded into existing workflows.
• Product thinking begins with understanding business processes before designing solutions.