Operational intelligence begins with structure. Modern organizations generate enormous volumes of operational data. Alerts. Tickets. Deployments. Commits. Support cases. Infrastructure events. These signals arrive continuously from systems like Jira, Salesforce, GitHub, ServiceNow, and observability platforms. Each system records its own events. None of them explain what actually happened. When incidents occur, teams reconstruct the story […]
The VP of Support carries one of the clearest mandates in a software company. Protect customer trust.Maintain CSAT and NPS.Drive retention and renewals.Reduce MTTR.Increase one-and-done resolution.Scale without adding headcount at the same rate as ticket volume.Keep agents engaged and resilient. It is a commercial role disguised as an operational one. And yet the Support leader […]
Modern enterprises do not struggle because they lack data. They struggle because they lack understanding. Systems of record capture events, not explanation. Jira captures issues. Salesforce captures cases. GitHub captures commits. ServiceNow captures incidents. Observability tools capture metrics. Each system records what happened. Very few systems explain why it happened. This gap between recorded events […]
Most organizational failures do not arrive without warning. After the fact, teams can usually point to the signals. A change that added instability. A pattern of small degradations. An escalation that felt familiar. In hindsight, the failure often looks obvious. And yet, when it mattered, it still felt like a surprise. That tension is not […]
Founder’s Note I’ve spent most of my career inside large, complex organizations. What always struck me wasn’t a lack of intelligence, talent, or effort. It was how often the hardest problems emerged between systems rather than inside them. The data existed. The signals were there. But they were scattered across tools that never quite spoke […]