PROMEDIA WORKSCREATIVE + AI COMPANYWe turn camera imagery into operational insight.
Computer-vision projects are framed around a narrow event, operating environment and response workflow. Lighting, camera position, privacy, false alerts and the cost of a missed event are assessed before any model is selected.
The project starts with a precise description of what must be observed and why.
Representative footage and edge cases are evaluated with process owners.
The deliverables cover the full operating loop.
A vision model is not judged by a single accuracy number. Measures must reflect the real process: missed-event cost, false-alert burden, review time, environmental variation and whether the resulting action can be audited.
A representative evaluation plan records camera position, distance, movement, weather, lighting and any seasonal or operational variation. The same threshold can produce very different consequences when a missed event is costly or when repeated false alerts interrupt teams. Pilot review therefore uses event-level examples and an agreed response procedure, not a headline accuracy figure. Privacy zones, retention, access and signage requirements remain subject to the organisation’s legal and security approval.
ProMedia Works designs the systems behind that version.