AI Security Data Lake Generator

Unify security telemetry with ingestion, normalization, detections, and investigation tooling

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Frequently Asked Questions

Common questions about ai security data lake generator

How do I normalize logs?

Use schemas (e.g., OCSF) to align fields across sources. Enrich with asset and identity context.

How do I run detections?

Deploy rules and ML models on normalized data. Feed results to alerting and SOAR for response.

How do I control access?

Segment data by sensitivity, enforce least privilege, and monitor access logs. Tokenize sensitive fields.

How do I manage retention?

Apply tiered storage and retention by compliance needs. Archive cold data cost-effectively.

How do I support hunting?

Provide fast query engines, curated views, and notebooks. Feed findings back into detection rules.

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