Automatic Import for Observability

Automatic Import parses, ingests, and maps data to ECS for sources that don’t yet have prebuilt Elastic integrations. It works with Elastic Security, Observability, and other solutions that rely on Elastic Agent and integrations. This lets you onboard custom or niche data sources without building a full integration manually.

Automatic Import uses a large language model (LLM) with specialized instructions to analyze source data and generate a custom integration.

Elastic integrations, including those created by Automatic Import, normalize data to the Elastic Common Schema (ECS). This standardization provides consistent use across dashboards, search, alerts, and machine learning features.

Refer to prebuilt data integrations for a full list of Elastic’s 400+ integrations.

Refer to Automatic Import for requirements, supported sample formats, recommended models, and step-by-step instructions.