A privacy risk assessment is a pre-deployment review that asks how a data process collects, uses, stores, shares, and deletes personal information, and whether those flows create unacceptable exposure. It is used before new software, automation, or AI is enabled, especially when the system will touch names, contact details, records, or other sensitive data.
In cyber security, this review matters because many breaches begin with data being sent to an unapproved service, shared through a risky connector, or retained longer than intended. A privacy risk assessment helps defenders spot missing approvals, unclear ownership, weak access controls, and poor logging before rollout. In practice, it can require safeguards such as data minimization, human review, restricted permissions, retention limits, and an approved vendor list. For attackers, unmanaged or shadow tools are attractive because they often bypass normal oversight and create blind spots that are hard to audit or revoke.