Shadow AI Detection Exposed: How Open-Source Tech Secures Enterprise Data

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Combatting Shadow AI in Enterprises: An Open-Source Detection System in Action The Silent Threat in Modern Organizations As large language models (LLMs) like ChatGPT become workplace staples, a hidden vulnerability emerges—Shadow AI. This term describes employees’ unauthorized use of external AI tools to process company data. Recent technical analysis reveals alarming patterns: during simulated enterprise testing, an open-source detection system intercepted 36% of LLM requests as high-risk, involving potential data leaks and compliance violations. This invisible threat is compelling organizations to reevaluate their AI governance strategies. Inside the Real-Time Detection Architecture The FlagWise open-source system (GitHub: bluewave-labs/flagwise) delivers a comprehensive …