Site-level intelligence
Keep appropriate processing and response close to each physical environment.
Multi-site operations
Connect site-level signals to a coordinated view without pretending that every location has the same cameras, network, or workflow.

Keep appropriate processing and response close to each physical environment.
Use consistent definitions for the signals that leadership needs to compare across sites.
Review health, events, and evidence across the estate through a governed operational view.
Route decisions to the people and systems responsible for the individual site.
Scale with evidence
Connectivity, camera models, operating hours, staffing, local policy, and response paths can differ by location. A shared platform view should make those differences visible rather than hide them.
Start with a representative site, then expand the pattern only when it remains useful across the next group of environments.
Multi-site rollout
Coordinate the estate