ExpoTech’s AI-Driven Observability Requires Optimal Viable Telemetry

Observability is foundational to the modern enterprise, yet too often fails to deliver the outcomes it promises. Why? Because the volume of metrics, events, logs and traces has surged as environments grow more distributed and complex, driving costs skyward. But attempts to control costs by reducing data have also reduced context, keeping teams trapped in reactive alert cycles instead of enabling proactive operations and AI-driven automation.

A new approach is required. One that goes beyond traditional MELT data to reduce cost and risk simultaneously while elevating the quality of data to power increasingly autonomous operations.

That approach is Optimal Viable Telemetry—the minimum data required to deliver maximum operational impact at enterprise and carrier scale. At ExpoTech’s AI-Driven Data Centers Observability at its best and your data is safe with us.