Meet us at #FIRSTCON26 in Denver — June 14–19.Book a booth meeting →

    Arcanna
    Decision Layer
    AI Governance
    Controlled Automation
    CISO

    What to Look for in AI SOC Platforms: Thresholds, Drift, Rollback

    Alina Marcu, PhDAlina Marcu, PhDMay 20, 20267 min read
    A single precision dial on a deep navy field, with the needle pointing to a confidence threshold.

    Get a Personalized Demo

    See how Arcanna.ai can transform your security operations with AI-powered decision intelligence.

    Alina Marcu, PhD

    Alina Marcu, PhD

    Chief Data Scientist at Arcanna

    She earned her PhD in computer science with a research background in deep learning before joining Arcanna to lead the design of the decision models and agentic systems at the core of the platform. She is the technical author of how Arcanna grounds AI decisions in the team's own judgment.

    Related Articles