AI Tool for Security Troubleshooting
Diagnose network and security incidents in minutes with your AI agent—just upload logs or configs and get actionable answers.
You spend hours digging through Splunk, Wireshark, and email chains trying to pinpoint network failures. As a security engineer, chasing down issues in firewall logs and device configs means less time for proactive projects. Manual troubleshooting leaves you stuck firefighting instead of improving your security posture.
An AI agent that analyzes logs and configs to diagnose network and security issues for security engineers in technology teams.
What this replaces
The hidden cost
What this is really costing you
In technology companies, security engineers waste valuable time manually reviewing firewall logs in Splunk, comparing Cisco device configs, and drafting incident reports in Jira. Each incident forces you to sift through endless error messages and authentication failures. These repetitive tasks pull you away from threat hunting and strategic security improvements. The constant manual work increases stress and delays critical response times.
Time wasted
1.5 hrs/week
Every week, burned on work an AI agent handles in minutes.
Money lost
$3,150/year
In salary, missed revenue, and operational drag — annually.
If you keep ignoring it
Ignoring this problem leads to longer outages, missed threat indicators, and audit gaps. Critical vulnerabilities can go undetected, risking compliance failures and costly breaches.
Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.
Return on investment
The math speaks for itself
Today — without agent
1.5 hrs/week
of manual work
With your AI agent
15 min/week
agent-handled
You save
$2,625/year
every year, reinvested into growing your business
Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.
Jobs your agent handles
What this agent does for you
Complete jobs, handled end-to-end — so your team focuses on what matters.
Pinpointing Firewall Issues
You ask your agent to analyze recent firewall logs to explain a sudden drop in network traffic.
Investigating Authentication Failures
You ask your agent to review Active Directory logs and config snapshots to diagnose repeated login errors.
Documenting a Security Incident
You ask your agent to draft an incident report summarizing the troubleshooting steps and findings for a recent breach attempt.
Comparing System Configurations
You ask your agent to compare yesterday’s and today’s network device configs to identify unauthorized changes.
How to hire your agent
Connect your tools
Link your log management, configuration management, and documentation tools commonly used in security engineering.
Tell your agent what you need
Type: 'Analyze these logs and configs to find the cause of repeated authentication failures.'
Agent gets it done
Receive a detailed summary of findings, root cause analysis, and recommended next steps.
You doing it vs. your agent doing it
Agent skill set
What this agent knows how to do
Log Analysis
Pulls entries from Splunk or Graylog and summarizes anomalies, highlighting suspicious activity and error patterns.
Configuration Comparison
Analyzes Cisco and Palo Alto config snapshots, flagging unauthorized changes and potential misconfigurations.
Error Diagnosis
Interprets authentication failures from Active Directory logs and provides root cause explanations with recommended actions.
Incident Report Drafting
Drafts structured reports in Jira based on troubleshooting steps and findings for easy escalation and documentation.
Remediation Steps Suggestion
Recommends specific fixes for identified issues, listing actionable steps to resolve network and security incidents.
AI Agent FAQ
Your AI agent processes exported logs from Splunk, Graylog, and other SIEM platforms. You can upload files or paste log entries for analysis. Direct API integrations are planned for future releases.
All log and configuration data is encrypted in transit using TLS 1.3. The agent deletes your data immediately after processing and never stores sensitive information.
The agent applies industry-standard analysis techniques and references frameworks like NIST and MITRE ATT&CK. Recommendations should be reviewed by a security engineer before implementation.
Currently, the agent handles English-language logs and configs. Multi-language support is on the roadmap for upcoming versions.
The agent does not monitor systems in real time. It analyzes logs and configs when you submit them, providing detailed findings and remediation suggestions.
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