High-value data with Grafana Cloud Adaptive Telemetry

Accelerate resolution by making sure the right signals are surfaced quickly so teams spend less time digging through data and more time finding the root cause 

Protect the data that matters by using exemptions to preserve specific signals critical to your operations

Prevent runaway spending by dropping low-value telemetry that teams don’t use

Apply the same cost control strategy across metrics, logs, traces, and profiles for more predictable spend

Get recommendations to curate your environment, which adapts as your usage patterns and environment evolves 

See updated recommendations that adjust automatically as new services, alerts, or dashboards are added

Adaptive Metrics: Reduces high-cardinality and low-value metrics so engineers keep the trends that matter without the volume that doesn’t

Adaptive Logs: Identifies repetitive log patterns and recommends dropping unused telemetry to reduce noise and storage

Adaptive Traces: Uses a tail sampling approach to retain and surface only your most valuable traces 

Adaptive Profiles: Dynamically adjusts profiling data collection based on workload behavior