A project post-mortem is a reflective process conducted at project conclusion to evaluate successes and failures, aiding in future improvements and best practices. Companies like Apple and Microsoft utilize structured methods to gather data, engage in discussions, and produce comprehensive post-mortem reports. Key elements include qualitative and quantitative data analysis, group activities for problem identification, and root cause analysis to inform future projects.