Digital Monitoring at Scale

Large-scale monitoring programs require more than hardware and connectivity. They need clear escalation, dashboards, staffing, and process control.

This paper explores the building blocks of effective digital monitoring, especially in election, field operations, and distributed governance contexts.

It also explains how AI-assisted review models can support faster anomaly identification and improved stakeholder reporting.