Cribl

Cribl prepares operational telemetry for AIOps systems by collecting data from infrastructure, networks, applications, monitoring tools, and deployed agents, then normalizing and routing it to the tools that need it. Teams can process data in flight or retain it for later analysis while controlling volume, accuracy, and precision. The platform is useful when an AIOps rollout is constrained by inconsistent formats, scattered sources, or excessive ingest volume rather than by the analytics model itself. Cribl Stream can filter, enrich, reshape, sample, aggregate, and route telemetry; related integrations support environments such as AWS, Confluent Cloud, and CrowdStrike. A permanent Free plan supports up to 1 TB per day, while Standard raises the allowance to 5 TB per day and Enterprise removes that daily cap. Buyers should still plan for pipeline design, operational ownership, and paid-tier requirements for stronger support, multiple workspaces, connected environments, and advanced access controls.