Operationalizing Ethical AI in Critical Infrastructure

Embedding Oversight from Day One

Ethical reviews sit alongside technical reviews for every critical infrastructure deployment. This alignment avoids costly rollbacks later.

Continuous Monitoring

Real-time dashboards track model drift, fairness metrics, and anomaly detection signals so teams can intervene before issues escalate.