Engineers face rising observability costs due to massive data growth from AI workloads while relying on expensive vendor-specific ingestion strategies. Implementing edge-based telemetry reduction via OpenTelemetry configuration allows for vendor-neutral control, preventing platform lock-in and excessive egress expenses.