Delivering Trustworthy AI in Modern SOCs
AI is reshaping the SOC, but speed without trust is a liability.
This whitepaper explains what "trustworthy AI" really means for security teams — and why explainability, consistency, and human oversight are non-negotiable.
Authored by Alina-Elena Marcu, PhD - our Chief Data Scientist, it turns global standards (NIST, ISO, EU) into practical guidance any SOC can use today.
Trust isn't optional, it's the foundation of any AI-enabled SOC. This guide shows how to adopt AI that is explainable, governed, and always accountable, so analysts stay fast, accurate, and in control.
What's Inside
- The core pillars of trustworthy AI, explained simply
- When to trust AI vs. when humans must stay in control
- How to align AI decisions with SOC processes and evidence
- Practical safeguards to reduce bias, drift, and blind spots
- A blueprint for safe, explainable SOC automation
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