AI Response Automation
Build automated response capabilities that contain threats in seconds, execute remediation playbooks, and maintain human oversight for critical decisions.
Automated Containment Actions
| Threat Type | Automated Action | Approval Level |
|---|---|---|
| Malware Execution | Isolate endpoint, kill process, quarantine file | Automatic for known malware |
| Credential Compromise | Force password reset, revoke sessions, enable MFA | Automatic with analyst notification |
| Data Exfiltration | Block destination IP/domain, terminate connection | Analyst approval for internal destinations |
| Lateral Movement | Segment network, disable compromised account | Analyst approval required |
AI-Generated Playbooks
Dynamic Playbook Selection
AI analyzes the incident type, affected assets, and threat context to select or generate the most appropriate response playbook.
Adaptive Execution
Playbooks adapt in real time based on response outcomes. If initial containment fails, AI escalates to more aggressive measures.
Parallel Execution
AI orchestrates multiple response actions simultaneously when time-critical, such as isolating endpoints while blocking C2 domains.
Rollback Capability
All automated actions include rollback procedures. If containment causes business disruption, actions can be reversed quickly.
Human-in-the-Loop Response
Approval Workflows
For high-impact actions, AI prepares the response and presents it to the analyst with full context for one-click approval.
Confidence Thresholds
Set thresholds where actions above 95% confidence execute automatically, while lower-confidence actions require human review.
Business Impact Checks
AI checks with CMDB and business context before taking actions that could affect critical services or during change freezes.
Post-Action Review
All automated actions are logged for post-incident review, enabling continuous improvement of response automation.
Lilly Tech Systems