Organizations use a process-driven approach to deploying pedestrian detection systems for real-world environments. This program delivers more than hardware performance. It provides installation consistency, validated configuration, operator acceptance, and scalable deployment across sites, fleets, and countries. For EHS teams, it means safety outcomes that are not only measurable but defensible.