Automation That Actually Closes the Loop
Event-triggered, scheduled, and AI-driven automation that turns findings into fixes, automatically.

Findings pile up because nobody owns the fix
Vulnerability backlogs grow for one reason: the journey from finding to fix is manual, fragmented, and slow. Scanners generate thousands of findings. Security teams triage them. But getting the right fix to the right developer, with the right context, on the right timeline? That's where everything stalls.
The problem isn't detection. It's execution. Strobes closes the gap between knowing and doing.
Workflows that run themselves
12 practical automation examples across escalation, compliance, lifecycle management, and AI-driven operations.
Auto-Escalate Critical Findings to Jira
Instantly escalates high-severity findings into your ticketing workflow with full remediation context.
on_bug_severity_updateAuto-Tag & Route by CWE
Routes new findings to specialized teams based on vulnerability classification.
on_bug_createAuto-Assign by Asset Sensitivity
Ensures findings on critical assets reach the right developer immediately.
on_bug_createBuild an automation in four steps
Visual rule builder, no code required. Trigger on any signal, route by ownership, enforce SLAs, and verify the fix.
Trigger
Fire on finding ingestion, severity change, SLA breach, or a fixed schedule. Every event is fair game.
Enrich
Add asset context, code-owner lookup, threat intel, and severity recompute before any side effect runs.
Act
Create a Jira / GitHub / ADO ticket with full context, ping the right channel, page on-call if needed.
Verify
Re-scan automatically once the fix lands. Close on evidence, not assertion.
Automate every step of remediation
Auto-Ticketing
Findings automatically create tickets in Jira, Azure DevOps, or GitHub Issues with full context, reproduction steps, remediation guidance, and severity-based SLAs.
SLA Tracking
Define SLAs by severity, asset criticality, or business unit. Timers start automatically. Multi-level escalation on breach to team leads, managers, and executives.
Ownership Assignment
AI agents assign findings to the right developer based on code repository analysis, asset ownership mapping, and team routing rules.
Approval Workflows
State approval workflows enforce governance before status transitions. Configurable approval gates, parallel execution paths, and audit trails.
Remediation Verification
After a developer closes a ticket, AI agents re-scan the target to validate the fix. Evidence-based closure, not trust-based.
Agent-Driven Automation
LLM-powered agents handle intelligent routing, context enrichment, and escalation decisions. Multi-step workflows triggered by events, schedule, or manual action.
What Others Do vs What Strobes Does


“The five-phase CTEM framework ends with Mobilize, the phase where findings become fixes. Most vendors cover Discover and Prioritize well. Almost nobody handles Mobilization properly. Our remediation backlog dropped 70% in 90 days after Strobes automated the entire loop: auto-ticketing, intelligent ownership, SLA enforcement, and fix confirmation. Engineering teams now treat security findings like production bugs because the accountability is built in.”
VP of Information Security
CISO · E-commerce Platform
Automation connects everything
Frequently Asked Questions
The remediation backlog ends here
See how Strobes deploys autonomous AI agents to continuously identify, validate, and fix your most critical security exposures.
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