- Can Ayonix work with existing CCTV cameras?
- Often, yes. Suitability depends on face size, camera angle, lighting, motion, compression and scene density. Ayonix recommends validating performance with representative footage before deployment.
- Does a face match make an enforcement decision?
- No. A candidate match is an investigative lead or alert for trained human review. Operational policy should require confirmation and define when further action is permitted.
- Where can the platform be deployed?
- The solution can be designed for edge, on-premises, approved cloud or hybrid environments, based on latency, scale, connectivity and data-governance requirements.
- Which VMS platforms can be integrated?
- Ayonix offers project-based integration options for Milestone XProtect, Genetec Security Center and Network Optix Nx Witness, as well as ONVIF, RTSP, APIs and webhooks. Compatibility and plugin scope are confirmed during solution design.
- How should accuracy be evaluated?
- Use the intended cameras, representative people and conditions, the real gallery size and the planned decision threshold. Measure false matches, missed matches, image-quality failures, speed and the complete operator workflow β not one headline number.