Intelligence-Driven Threat Hunting: How SOCs Find What Alerts Miss

**Executive summary:** This article explains how intelligence-driven threat hunting improves SOC outcomes by providing behavioral context and validated IOCs, and demonstrates through multiple sandbox-backed case studies — device-code phishing, stealer families identified via mutex and file-path artifacts, domain/phishing-kit enrichment (FlowerStorm), LOLBin abuse linked to the ‘Colombian Smugglers’ actor, false-positive triage, and YARA rule development — how ANY.RUN’s Threat Intelligence and sandbox features accelerate hypothesis validation, detection engineering, and false-positive reduction.