what should be my reply to this post $-$As I move forward with developing the AI$-$enabled SIEM dashboard for my organization, it is clear that strong governance and ethical awareness must frame every aspect of the project. The initiative involves sensitive operational data, physical access logs$,$ and potentially personal identifying information $($PII$),$ making compliance with both internal policy and external regulations non$-$negotiable. From a regulatory standpoint, the dashboard must align with GDPR for facilities operating in Europe and meet SOC $2$ requirements for data integrity and auditability. Internally, we must also ensure that the system supports traceability and role$-$based access control to pass information security audits and maintain trust. One of the core challenges with a centralized dashboard is ensuring ethical use of data. As outlined in the Stanford Encyclopedia of Philosophy, the ethical handling of computer and information systems depends on transparency, fairness, and the avoidance of harm $($Bynum & Rogerson, $2020).$ Since our dashboard aggregates surveillance data and personnel activity, we must be vigilant about how that information is used, who has access, and how long it is stored. Privacy laws and ethical considerations require that this data is collected for a defined purpose and not repurposed without proper consent and oversight. To reinforce this governance structure, our project will incorporate clear internal policies. All users will be required to complete system training that outlines their responsibilities in protecting corporate information assets. These responsibilities include refraining from unauthorized data access, misuse of monitoring tools, or sharing sensitive dashboard insights. Policy violations will result in disciplinary action up to and including termination. This is consistent with Kendrick$$s $(2013)$ guidance that consequences must be defined and communicated early to establish accountability across project stakeholders. Zwilling $(2013)$ highlights the importance of cultivating an ethical culture by identifying the interests and ground rules of all affected parties. I plan to include stakeholder interviews during the implementation phase to ensure ethical alignment between leadership, security staff, and system administrators. This will help ensure the solution promotes not just efficiency but also responsible data stewardship and organizational integrity.