Services

Security data

Where security telemetry lives, how it is shaped, and how cheaply you can keep it.

Store it once, search it cheaply.

Raw telemetry belongs in low-cost storage with long retention. Expensive search and alerting are for the slice of data that needs them, and that split is decided by how you investigate, not by a vendor price sheet.

ClickHouse

Schemas, ingestion from S3, retention tiers and investigation queries for high-volume security logs.

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Elasticsearch

Index design, ILM, ingest pipelines and cost control for security workloads.

OpenSearch

Self-managed or AWS-managed clusters sized and tuned for log retention and search.

OpenObserve

Logs, metrics and traces in one self-hosted store backed by S3, with dashboards and alerting set up for security use.

OCSF

Mapping sources such as CloudTrail, Falco and Tetragon into OCSF, plus validation and storage design.