Security monitoring company Panther Labs Inc. has launched its AI SOC Platform, a new service that uses artificial intelligence agents to continuously learn and improve the security operations lifecycle. The platform aims to democratize senior-level expertise by consolidating tools and providing full context for investigations.
The AI Alert Triage Agent autonomously investigates alerts using data lakes, historical data, and detection logic, reducing noise and escalating only critical threats. Closed-loop detection tuning allows the system to automatically refine its logic based on triage outcomes. An AI detection builder converts natural language threat hypotheses into Python detections, requiring human review before deployment.
Other features include proactive threat analysis, conversational investigation via natural language queries, and contextual assembly through Model Context Protocol. The platform also enables controlled automation with audit trails.
Early adopters reported a 90% reduction in investigation time and an 85% drop in total alerts. Founder Jack Naglieri stated that the platform encodes analyst decisions to make the system 'measurably smarter over time.'