About Obk Direct

OBK Direct operates at the intersection of advanced AI research and practical automation consulting. Our work is divided into two tracks:Shokan focuses on AI security and containment research. We study the vulnerabilities of large language models, develop defensive architectures, and design frameworks that anticipate and neutralize adversarial behavior. This research is aimed at building safer, more resilient AI systems.Aycuz translates technical expertise into business outcomes. We help small businesses adopt AI automations that save time, reduce repetitive work, and strengthen day-to-day operations.OBK Direct is built on the principle that AI must be both powerful and controlled—capable of advancing business efficiency while remaining resistant to misuse. Our research informs our consulting, and our consulting grounds our research in real-world application.

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