On-site Deployment
Local deployment when site constraints require it
Local deployment is selected only for approved BMS integration, supervised writes, constrained network conditions, low-latency needs, or resilience requirements. Work still moves from read-only monitoring to advisory operation, and only later to supervised writes after connectivity, mapping, fallback behavior, and operator workflows are verified.
This route assumes data intake and model training are far enough along to define the measurement boundary, candidate control points, and commissioning plan. If those inputs are still unclear, site work should wait rather than force a live cutover.