The value of Adaptive Logs
As your observability footprint grows, log data can multiply fast — often faster than you need it to.
Adaptive Logs is enabled by default, continuously analyzing your log patterns in the background to find optimization opportunities.
This helps you:
- Lower ingestion and storage costs
- Speed up Explore queries and dashboards that render logs
- Maintain observability quality as your environment grows
- Automate ongoing optimization to prevent log sprawl
You can arrive at Adaptive Logs from different Grafana workflows depending on the problem you’re trying to solve.
No matter where you begin, this journey shows how to analyze and optimize logs, so you keep only the data that delivers value.
Common entry points
In the next milestone, you learn how Adaptive Logs works.
At this point in your journey, you can explore the following paths:
