provides Mizuho Securities with a SaaS-based, AI-native surveillance solution across chat, and email in Japanese, English, and other languages. Rather than functioning as a standalone surveillance tool, Quantum operates as a core pillar of Behavox’s Unified Controls Framework, integrating communications surveillance with trade surveillance, regulatory data retention, and policy management. This architecture seamlessly integrates preventive and detective controls, enabling consistent risk detection, reliable evidence preservation, optimized model risk, and a continuous improvement cycle that links observed risk behaviors to durable risk reduction.