Dynatrace with Qualys helps DevSecOps teams reduce alert fatigue by unifying and contextualizing findings with runtime entities.

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Dynatrace integrates with Qualys VMDR to help DevSecOps teams tackle alert fatigue from host vulnerability scanning. The integration ingests Qualys findings into Dynatrace's Grail data lakehouse via OpenPipeline, deduplicates repeated scan results from hundreds down to tens of unique vulnerabilities, and enriches them with runtime context—such as whether a host runs production applications or is internet-facing. A six-step workflow covers ingestion, deduplication, prioritization by production risk, automated remediation via Workflows, tracking scan-over-scan changes, and measuring security coverage gaps across monitored hosts. Pre-built dashboards are included with the integration.

Ingest, enrich, and deduplicate Qualys vulnerability findings with Dynatrace

Challenges in managing host vulnerabilities