Project Proposal for Executive Review
Our global service infrastructure operates across multiple work units (clusters) worldwide, each capable of generating millions of metrics and log lines per second. Today, critical decisions around capacity planning, traffic failover, and incident response rely heavily on human judgment and tribal knowledge. Operators manually interpret dashboards, estimate work unit capacity, and determine optimal traffic routing during incidents—processes that are time-sensitive, error-prone, and do not scale.