TDM Project Closure Document

This document serves as the official record for the project, summarizing the work completed, key outcomes, challenges encountered, and lessons learned. It also confirms that project materials have been organized and shared with mentors to support future continuation of the work if needed.

A well-prepared project closure document is an important part of the project lifecycle, as it provides a comprehensive overview of the project experience and ensures that knowledge is transferred effectively to mentors and future teams. This document should be clear, concise, and focused on the most important aspects of the project work.

Teams should use the provided template to complete this document, as it follows the structure outlined on this page. A complete response often requires at least three sentences per section.

Project Overview

Provide basic information about the project and team (Project Context).

  • Project Name

  • Corporate Partner

  • Student Team (Development Team)

  • Teaching Assistant (Scrum Master)

  • Corporate Partner Mentor(s) (Product Owner(s))

  • Project Semester(s)

Executive Summary

This section provides a concise overview of the project and its final outcomes and helps quickly highlight the results of the project. In Agile project closure practices, teams review project results to confirm what was accomplished, how the scope evolved, and what value the work provides to corporate partners.

Objective

State the primary goal(s) of the project, updating it from the project charter if necessary.

Guidance: Describe the problem and the intended outcome of the work.

Example: The objective of the project was to develop a predictive model to identify potential equipment failures using telemetry data. The goal was to create a working prototype that could support proactive maintenance decisions. A secondary objective was to create a dashboard to visualize trends in the telemetry data.

Scope

Briefly describe the main work completed during the project and note any significant changes in scope.

Guidance: During project closure, teams confirm what work was actually completed compared to the original plan. Mention key activities, deliverables, or adjustments made during the project.

Example: The project involved exploratory data analysis, development of a machine learning model, and creation of a dashboard to visualize telemetry trends. During the project, the scope expanded to include automated data preprocessing and additional model evaluation metrics based on feedback from the corporate partner.

Outcome

Describe the final results of the project and whether the project objective was achieved.

Guidance: This corresponds to the evaluation of outcomes during project closure. Mention what was produced (model, dashboard, analysis, prototype, etc.) and whether the objective was met fully or partially.

Example: The team successfully developed a working prototype predictive model and an interactive dashboard for monitoring equipment performance. The model achieved an accuracy of 85% on the test set, which partially met the original objective. The dashboard provides valuable insights into telemetry trends and could support proactive maintenance decisions.

Business Impact

Describe the value or insights the project provides to the corporate partner.

Guidance: In project closure practices, teams communicate the potential benefits of the project outcomes. Consider how the results could support decision-making, improve analysis, or provide a foundation for future work.

Example: The prototype provides a foundation for proactive monitoring of equipment performance and could support earlier detection of potential failures. If implemented in production, the model and dashboard could help reduce downtime and maintenance costs for the corporate partner. This leads to potential cost savings and improved operational efficiency.

Key Achievements

This section documents the final outputs produced by the team and confirms what was delivered at the completion of the project. During Agile project closure, teams record their deliverables and ensure that project artifacts are organized and accessible to corporate partners and future teams.

Focus on the most important results of your work, not every task completed during the project.

Final Deliverables

List the main outputs produced during the project.

Guidance: Include the most important artifacts developed by your team. These are the materials that represent the completed work of the project.

Examples may include:

  • analytical or machine learning models

  • dashboards or visualization tools (e.g., Power BI, Tableau)

  • code repositories, scripts, notebooks, or applications

  • technical documentation or setup guides

  • research reports or analytical summaries

Code Repository

Provide the link to the repository containing project code (for example GitHub, GitLab, or Purdue Data Mine repository). Ensure that the repository is organized to help future teams understand the code and how to use it.

Data & Reports Location

Provide the location of datasets, dashboards, reports, or analytical outputs (for example SharePoint, Box, Google Drive, or another approved storage platform).

Documentation

Provide links to documentation that explains the project, such as README files, technical documentation, or setup instructions. This should help future teams or corporate partners understand the work completed and how to use or build on it.

Achievements

Highlight the most important accomplishments or improvements achieved during the project.

Guidance: Focus on results or progress made during the project, rather than simply listing deliverables again. When possible, mention measurable improvements or insights discovered during the work.

Examples may include:

  • improvement in model accuracy or analytical performance

  • development of a working prototype or proof of concept

  • integration of multiple data sources

  • automation of a previously manual process

  • insights that support better decision-making

Challenges and Lessons Learned (Project Reflection)

This section provides an opportunity to reflect on the project experience and document insights that could help improve future work. As part of Agile project closure, teams reflect on the challenges encountered, how they were addressed, and what lessons can inform future projects.

Focus on key experiences during the project, not on repeating deliverables or results already described in earlier sections.

Challenges Encountered

Describe significant challenges the team experienced during the project.

Guidance: Challenges may relate to technical work, data availability, communication, scope definition, or project coordination.

Examples may include:

  • limited or inconsistent data availability

  • unexpected technical difficulties or model performance issues

  • integration challenges between tools or systems

  • changing project requirements

  • coordination or communication challenges within the team or with corporate partner

Mitigation Strategies or Resolutions:

Explain how the team addressed or adapted to the challenges described above.

Guidance: Project closure reflections often document how teams responded to obstacles. Describe what actions the team took to manage the challenge or adjust the project approach.

Examples may include:

  • modifying the analytical approach or model design

  • using alternative data sources or preprocessing methods

  • adjusting project scope or priorities

  • improving communication or coordination processes

Lessons Learned

Describe the key lessons the team gained from the project experience.

Guidance: Focus on insights that could help future teams working on similar projects. Consider what the team would do differently if the project started again.

Examples may include:

  • recommendations for managing data earlier in the project

  • suggestions for improving collaboration or communication

  • technical insights discovered during the project

  • approaches that proved particularly effective

Next Steps & Project Closure

This section summarizes how the project work is concluded and how the results may be continued or maintained in the future. As part of Agile project closure, teams transfer deliverables, documentation, and project knowledge to mentor(s) so that the work can be understood and built upon after the project ends.

Focus on confirming that the project materials are organized and that future teams or corporate partner could continue the work if needed.

Handover Summary

Briefly describe how the final results, deliverables, and documentation were shared with mentor(s).

Guidance: Explain how the team communicated the final outcomes and ensured that project materials are accessible.

Examples may include:

  • final presentation or demonstration to mentors

  • walkthrough of the repository or documentation

  • confirmation that mentor(s) can access the project materials

Project Closure Checklist

Confirm that the key materials needed to understand and continue the project have been prepared and shared. Mark the items that apply.

  • Creation of a Project Closure document

  • Code repository shared with mentors

  • Project documentation provided (README, setup instructions, architecture overview)

  • Data sources or datasets documented (if applicable)

  • Environment setup or dependencies documented (if applicable)

  • Known issues or limitations documented

  • Recommendations or next steps for future work documented (in this report or project documentation)

  • Final project walkthrough or presentation completed with mentors

Next Steps & Recommendations

Provide suggestions for how the project could be improved or extended in the future. If recommendations are already documented in the project documentation (e.g., README, technical report), briefly summarize them here or provide a reference to their location.

Guidance: Consider what future teams or corporate partner could do to build on the work completed during this project.

Examples may include:

  • improving model performance

  • expanding the dataset

  • scaling the solution for production use

  • integrating additional data sources or features

Sign-Off (Formal Acceptance)

This confirms that the project results and deliverables have been reviewed by the corporate partner or mentor. In project closure practices, this represents formal acknowledgement that the project work has been completed and shared.

Additional Notes (Optional)

Any other important information that doesn’t fall under the above sections.