This whitepaper examines the limitations of traditional data classification methods and introduces AI and LLM-driven approaches as a transformative solution. Legacy techniques rely on static rules and pattern matching, resulting in false positives, missed data, and inefficiencies. Cyera’s approach leverages AI to understand context, enabling accurate classification across structured and unstructured data. It includes automated datastore discovery, sampling-based scanning, and continuous learning tailored to each environment. The platform enriches classification with contextual factors like geography, identity, and compliance requirements, improving precision and reducing operational overhead. This enables organizations to detect previously unknown sensitive data and apply more effective, c

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