If legacy systems are "Business Memory," the primary task of a modernization team is extraction. You cannot find this memory in a modern requirements document; you must excavate it from the layers of the existing operation.

AI agents are transforming businesses but bring new security risks such as data leaks and unauthorized access. This article explores emerging threats and protection strategies, including environment segregation, input validation, and governance. Security by design is essential for scaling with confidence.