Community Article Community Articles are user-generated content and are not reviewed by SitePoint. Logic Drift & Shadow AI: The Hidden Reasons Your Data Strategy Is Failing Boardrooms often treat a data leak as a pure cybersecurity event: a hacker gets in, data gets out, and IT cleans up. But for developers and data teams, the failure often starts much earlier. Value leaks before data leaks publicly through broken reconciliation, drifting business logic, stale permissions, and employees copying sensitive records into unapproved AI tools. Calling all of this a security problem alone is a framing error. It is also a systems design problem. Organizations need to recognize that data is both a business asset and an engineering responsibility. If the logic governing entitlements, billing, access, and reporting diverges across systems, the result can look like a breach even when no attacker is present.…