Jam is a tool designed to enhance debugging efficiency and reduce engineering costs by streamlining the process of fixing bugs. By attaching a Jam to high-priority tickets, issues are resolved 12 hours faster compared to those without, and one company saw a significant reduction in bug resolution time from several days to just one day. This tool not only decreases the number of reported bugs by 88% but also minimizes troubleshooting calls by 84%, eliminating the need for frequent meetings. Financially, each Jam saves approximately $63 in engineering time by reducing investigation time by 35 minutes, leading to annual savings of over $9,000 per engineer. For organizations with larger engineering teams, the cumulative savings can be substantial, reaching $453,600 for a team of 50 engineers. Jam also enhances operational efficiency by allowing quicker triage and communication of issues, although the broader impacts on revenue through improved product quality and customer satisfaction are not quantified.