Glass Box SOC: Transparent AI for Security Operations
Your AI is making security decisions you can't explain to your board, your auditors, or your analysts. This whitepaper introduces the Glass Box SOC, a new model for transparent, auditable, human-governed AI. Based on learnings from 300+ deployments.
What's Inside
Why black-box AI introduces organizational fragility, including audit risk, de-skilling, and trust failures that compound over time
Three structural principles for trustworthy AI in the SOC: explainable reasoning, verifiable evidence, and human-directed governance
How explainable reasoning and evidence graphs work in real investigations, with phishing and script execution use cases
A governance framework that keeps humans in control without slowing AI down