# Introduction Nimbus helps companies reduce datadog costs by 60% or more. Our data optimization pipeline analyzes telemetry and aggregates it in flight to reduce your volume without dropping data. ## How it works Nimbus analyzes all your logs and finds high volume log patterns based on incoming data. From these patterns, Nimbus generates optimizations that aggregate related logs into a single event. We refer to this style of transformation as **lossless aggregation**. You can see an example of how this works below. ![Lossless Aggregation](https://ik.imagekit.io/fpjzhqpv1/Cursor_and_Excalidraw_l96xP4vXM.png?updatedAt=1701279438503) In this case, we've reduced log event volume by 4X by grouping all logs that refer to the same transaction into one event. To see what this looks like in practice, watch our demo! {% embed url="" %} To get an better understanding of supported optimizations, see [understanding log optimizations](https://docs.nimbus.dev/overview/optimization.log) for details. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.nimbus.dev/overview/intro.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.