Enhancing Capstone Program Workflow: A Case Study on a Platform for Managing Academic-Industry Projects

AI summary

Overview

Research area: Engineering and computing education — specifically the administration of Capstone (final-year) projects and the software tooling that supports them. Although the paper is filed under AI Safety & Ethics, the abstract describes educational workflow management, not AI systems.

Technical level: Intermediate. The work concerns web application development, organizational workflow design, and deployment experience rather than algorithmic or theoretical content.

Scope: A case study of one university's web-based platform for managing Capstone project sourcing and student group formation.

What This Paper Is About

Capstone projects require student teams to solve real problems proposed by outside organizations such as companies, NGOs, and research centers. Coordinating these projects is administratively heavy: staff must learn student interests, recruit projects from external partners, present options, and then assemble balanced teams using criteria like academic ranking, GPA, prior experience, and skills. This paper describes a web-based tool built at Insper to make that process, particularly project sourcing and group formation, more manageable, and reports on the technology used, the difficulties faced, and usage observed over recent years.

Key Contributions

1. A detailed description of a deployed web-based platform for managing Capstone programs at a specific institution (Insper).
2. A focused account of two workflow stages that the authors identify as especially demanding: sourcing projects from external organizations and forming student groups.
3. A discussion of the technical solutions chosen during development and deployment, together with the challenges the team encountered.
4. A presentation of usage data from recent years, offered as insights for other institutions or teams building comparable tools.

Main Findings

• Capstone management is multi-stage and demanding: The abstract frames the difficulty as inherent to the process, which moves from identifying student interests, to sourcing and selecting external projects, to presenting options and forming groups.
• Group formation is criteria-driven: Teams are assembled using several signals — academic ranking, GPA, previous experience, and individual skill sets — which is part of what makes the process complex to run by hand.
• A dedicated platform was built and deployed: The tool is not a proposal but something developed and put into use at Insper.
• Usage data exist but are not quantified here: The abstract states that usage data from recent years are presented as insights for others; it gives no figures, so the scale of adoption and any measured outcomes are not available in this summary.
• Development and deployment were not frictionless: The authors explicitly discuss challenges encountered, suggesting that organizational and technical obstacles are part of the story.

Methodology in Plain English

The authors take a case-study approach. They describe a real system built for their own institution, explain what the platform does and which parts of the Capstone workflow it targets, walk through the technical decisions made along the way, and reflect on the difficulties that arose during development and rollout. They then report on how the platform has been used in recent years. Because only the abstract is available, the specific technologies, architectures, and evaluation methods are not described here.

Why This Matters

Impact on research: The paper adds to a small but practical literature on the operational side of experiential and industry-linked education. It treats program administration as a design problem worth documenting, which is useful for researchers studying engineering education, university–industry collaboration, and educational technology adoption.

Real-world applications:

• Universities running or redesigning Capstone programs that must match external project sponsors with student teams.
• Administrators who need to record and apply criteria such as GPA, prior experience, and skills when forming balanced teams.
• Companies, NGOs, and research centers that propose projects and need a predictable way to engage with student teams.
• Teams at other institutions considering whether to build, adapt, or buy similar workflow software.

Industry relevance: External organizations depend on Capstone programs as a low-cost channel for exploring problems and identifying talent. Smoother project sourcing and fairer team formation make that channel more reliable, and the reported deployment experience can reduce the cost of building comparable tooling elsewhere.

Future Directions

• Quantifying outcomes: what the usage data show about adoption, time saved, or satisfaction — the abstract indicates such data are presented but does not report them.
• Whether the group-formation criteria and their weighting produced better teams or fairer allocations than manual assignment.
• How generalizable the Insper platform is to institutions with different sizes, curricula, or industry relationships.
• Long-term maintenance, governance, and integration questions that arise once a bespoke academic workflow tool is in production.

Target Audience

Program directors, Capstone coordinators, and engineering education researchers; university IT and software teams tasked with supporting experiential learning; and staff at companies or NGOs who sponsor student projects. Readers looking for algorithmic or AI-safety content will not find it here, despite the paper's listed category.

Authors’ abstract

Capstone projects are widely adopted by universities around the world as a culminating assessment in bachelor's degree programs. These projects typically involve student teams tackling complex, real-world problems proposed by external stakeholders, such as companies, NGOs, or research centers. Although they offer valuable hands-on experience, managing Capstone projects can be challenging due to their multiple stages and demands. The process typically begins by identifying students' interests, followed by sourcing and selecting potential projects from external organizations. After presenting these options to students, groups must be formed based on various criteria, including academic ranking, GPA, previous experience, and individual skill sets. In this paper, we detail a web-based tool designed to streamline the management of Capstone projects at Insper, with an emphasis on project sourcing and group formation. We also discuss the technological solutions and the challenges encountered throughout development and deployment. Furthermore, we present usage data from recent years, offering insights that may prove valuable for institutions or teams developing similar tools in the future.