How HR teams can safely deploy AI-built internal apps

HR teams are increasingly employing AI coding assistants like ChatGPT and Claude to develop internal applications such as onboarding checklists and resume screening tools without direct engineering support, leading to faster deployment but also increased risks related to data access, unreviewed logic, and compliance. These AI-built tools, often connected to sensitive systems like HRIS or payroll platforms, require careful management to prevent issues like employee data exposure and unauthorized access. To ensure secure deployment, a multi-step approach involving data access scoping, sandbox testing, access control, and legal compliance review is essential, particularly for tools influencing employment decisions. Platforms like Northflank offer infrastructure solutions with isolation, audit logs, and compliance certifications to support secure deployment, emphasizing the importance of a structured approval process involving HR, IT, and legal teams to mitigate the risks associated with rapid AI-driven development.

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