While OpenTelemetry offers vendor-neutral instrumentation, teams often underestimate the significant engineering labor required to maintain a self-managed telemetry pipeline. Ongoing costs manifest through collector maintenance, storage scaling, and the continuous effort needed to correlate disparate signals effectively.