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Jacob Santos

Jacob Santos

Threat Hunter, Researcher and Builder

Sr. Threat Researcher | Trend AI
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Threat Inquiry Pipeline
Production Multi-Agent · End-to-End

Threat Inquiry Pipeline

Multi-Agent AI Threat Triage Automation

Multi-version AI pipeline system for automating the full threat inquiry lifecycle. The latest version uses an 11-agent architecture with phase quality gates, parallel enrichment, and agent metrics — covering intake, OSINT, IOC enrichment, detection coverage, response drafting, visual generation, and documentation publishing. Runs autonomously from email to published report.

Impact

Dramatically reduced threat inquiry response time — what previously required days of manual effort now resolves in minutes with structured, consistent output

Technology Stack

PythonClaude AIMulti-Agent ArchitectureVirusTotal APIOSINTConfluence APIWebSocket
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