This white paper examines the concept of mean time to innocence (MTTI), defining its role within the troubleshooting workflow and discussing strategies to mitigate its impact. It emphasizes the necessity for enterprises to shift from isolated responsibility to collaborative action in troubleshooting. The document outlines the increasing complexity of networks and the challenges faced by network engineers, application developers, and systems engineers in proving their non-culpability when issues arise. It details how MTTI fits into the troubleshooting lifecycle and presents tools that can help eliminate MTTI from the troubleshooting response. The paper also discusses the importance of packet capture in identifying network problems and highlights the features of a Network Monitoring Platform (NMP) that can enhance visibility and streamline the troubleshooting process. The conclusion stresses the inefficiency of the current approach to troubleshooting and advocates for the adoption of advanced technologies to improve operational efficiency.