Aidena

— AI STACK RECOMMENDATION

AI Security Threat Detection & SOC Automation

Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.

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Security

AI Security Threat Detection & SOC Automation

Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.

high confidence

Core Stack ℹ︎

AutoGen

Primary

Multi-agent framework for coordinating specialized security agents (threat analyzer, incident responder, evidence collector) that collaborate through conversation to investigate and respond to security incidents autonomously.

$0/month

AgentOps

Primary

Observability platform built for AI agents providing session replay, cost tracking, and LLM call monitoring—critical for auditing security decisions, tracking incident response timelines, and compliance reporting.

$0-$500/month

Activepieces

Primary

Open-source automation platform for orchestrating incident response workflows—integrates with SIEM tools, ticketing systems, and notification channels to automate alert triage, enrichment, and escalation.

$0/month

Complete the Stack ℹ︎

Claude Opus 4

Alternative

Most capable LLM for complex threat analysis, malware behavior interpretation, and nuanced incident classification—handles multi-step reasoning required for sophisticated security investigations.

$50-$200/month

Arize Phoenix

Alternative

Open-source observability framework for tracing agent decisions, evaluating detection accuracy, and debugging false positives—enables continuous improvement of threat detection models.

$0/month

Composio

Alternative

Connects AI agents to 1000+ enterprise apps with managed OAuth—enables agents to autonomously interact with ticketing systems, communication platforms, and security tools for incident response.

$0-$300/month

Getting started

  1. 1Deploy AutoGen agents with specialized roles: ThreatAnalyzer (analyzes alerts), IncidentResponder (coordinates response), EvidenceCollector (gathers context).
  2. 2Integrate AgentOps for real-time monitoring of agent decisions and incident response timelines.
  3. 3Set up Activepieces workflows to ingest alerts from SIEM, enrich with threat intelligence, and route to appropriate agents.
  4. 4Connect Composio to enable agents to create tickets, post to Slack, and update incident management systems.
  5. 5Use Claude Opus for complex threat analysis and decision-making within agent conversations.
  6. 6Deploy Arize Phoenix for tracing agent interactions and evaluating detection accuracy over time.
  7. 7Establish feedback loops to retrain agents on incident outcomes.
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