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OrionAlerts Blog: AI video analytics, VMS and CCTV operations
Insights for operators who can't afford noise.
Practical guidance on AI video analytics, multi-site VMS, camera health monitoring and AMC operations for enterprise and industrial sites.
12 articles · Last published 26 Oct 2026
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11 more pieces
VMS· 7 min read
VMS vs NVR: When Does a Multi-Site Enterprise Need a Video Management System?
VMS vs NVR explained: what each does, when an NVR is enough, the signs a multi-site enterprise needs a VMS and how to move without replacing NVRs.
OrionAlerts Team
Asset & AMC· 7 min read
CCTV AMC Management Checklist: SLAs, Preventive Maintenance and Vendor Scorecards
A practical CCTV AMC checklist: what the contract should cover, how to set SLAs, what preventive maintenance includes and how to score vendors.
OrionAlerts Team
Camera Health· 7 min read
CCTV Camera Health Monitoring: Detect Offline Cameras and Recording Gaps Before an Incident
How CCTV camera health monitoring finds offline cameras, blocked views and recording gaps before an incident, and what checks and metrics to use.
OrionAlerts Team
AI Video Analytics· 8 min read
How to Add AI to Existing CCTV Cameras Without Replacing Them
Add AI video analytics to the CCTV cameras you already own: compatibility checks, ONVIF and RTSP, edge vs cloud processing and a pilot-first rollout.
OrionAlerts Team
AI Video Analytics· 9 min read
AI Video Analytics Buyer's Guide: How to Evaluate Vendors
How to evaluate AI video analytics vendors: existing-camera support, edge or cloud inference, data residency, multi-site control, pilots and support.
OrionAlerts Team
Asset & AMC· 8 min read
Surveillance Asset Management: Building a Live Camera and NVR Register Across Sites
Build a live register of cameras, NVRs and network devices across sites: what to record, custody, warranty, lifecycle and keeping it in sync.
OrionAlerts Team
AI Video Analytics· 8 min read
Edge vs Cloud Video Analytics: Where Should AI Inference Run?
Edge vs cloud video analytics compared: bandwidth, alert latency, privacy, WAN outages and cost structure, plus when a hybrid model makes sense.
OrionAlerts Team
AI Video Analytics· Updated · 9 min read
CP Plus AI Video Analytics: Add Real-Time Alerts to Existing CP Plus Cameras
How OrionAlerts adds real-time AI video analytics to existing and STQC-certified CP Plus cameras and NVRs: compatibility, use cases and phased rollout.
OrionAlerts Team
VMS· Updated · 7 min read
Alert Fatigue in CCTV Control Rooms: Causes, Costs and How to Fix It
Why more CCTV alerts can make sites less safe, what causes false alarms, and how AI prioritization, routing and camera health reduce alert fatigue.
OrionAlerts Team
AI Video Analytics· Updated · 7 min read
What Is a Vision Intelligence Platform? Definition, Components and How to Evaluate One
What a vision intelligence platform is, how it differs from an NVR, a VMS and standalone video analytics, and a checklist for evaluating one.
Kawaljeet
AI Video Analytics· Updated · 3 min read
Why Traditional CCTV Monitoring Is No Longer Enough
Passive recording and manual review cannot keep up with large camera estates. AI video analytics turn existing cameras into real-time sensors.
Ayushi
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