Traditional incident response was built for a slower world. An alert fires, an on-call engineer wakes up, and the team starts sifting through logs across dozens of services to find what went wrong. Manual root cause analysis can take hours, and every minute of downtime during peak transaction windows translates directly into lost revenue and strained merchant relationships.