Best Video Analytics Software The Top 8 AI and CCTV Analytics Platforms Compared for 2026

Surveillant is software-first video analytics that connects to the ONVIF or RTSP cameras you already run and adds AI in the cloud, with no NVR, no new hardware, and no proprietary cameras. It detects people, vehicles, intrusion, and loitering, sends real-time alerts, and lets a team search footage in plain English instead of scrubbing timelines. Because it reuses existing cameras and bills as a per-camera subscription, it is usually the lowest-cost and fastest way to modernize a working system. The trade-off: it is analytics and management software, not a hardware or alarm-panel vendor, so buyers who want a single company to supply cameras, access control, and alarms will look at an all-in-one platform instead. See the AI video analytics software overview or the guide to adding AI to existing security cameras.

Verkada is the go-to when you want one vendor for the whole building and do not mind buying its hardware. Verkada cameras store video on board and connect plug-and-play to the Command cloud, with no servers or NVRs, and people, vehicle, and license-plate analytics come built in. The same console extends to access control, alarms, intercom, and environmental sensors. The trade-off is lock-in and cost: Verkada only works with Verkada cameras, so adopting it means replacing what you have, and cameras run roughly $600 to $3,500 each plus a per-camera multi-year license. Read the Verkada pricing guide or the Verkada alternative page.

Avigilon, a Motorola Solutions company, pairs high-megapixel cameras with the Unity Video (formerly ACC) platform and its standout Appearance Search, which finds a specific person or vehicle across an entire site. It leads on image detail and on-premise forensic investigation, and it offers Alta as a cloud option. The trade-off is that its strongest analytics assume Avigilon hardware and, for larger deployments, on-premise servers, so up-front cost is high and it is less suited to reusing a mixed fleet of older cameras. Compare the Avigilon pricing guide or the Avigilon alternative.

Genetec Security Center is the choice for large, multi-site organizations and government agencies that need video, access control, and license-plate recognition unified under one open platform. It is camera-agnostic, so you bring third-party ONVIF cameras, and it federates across many sites. The trade-off is complexity and cost: Security Center is sold through certified partners on perpetual per-channel licenses plus an annual maintenance agreement, or a newer SaaS tier, and it typically needs professional deployment. Smaller teams often find it heavier than they need. See the Genetec pricing guide or the Genetec alternative.

Milestone XProtect is the most open video management system in this list, supporting more than 14,000 camera models and a large Marketplace of third-party analytics you can bolt on for people counting, LPR, weapon detection, and more. It suits integrators and buyers who want to assemble a best-of-breed stack rather than accept one vendor's analytics. The trade-off is that XProtect itself is a VMS, not an AI product, so the analytics quality depends on which plugins you license and integrate, and full deployments run on-premise with their own server and licensing management. See the Milestone XProtect alternative.

BriefCam, now part of Milestone, is a dedicated analytics layer known for Video Synopsis, which compresses hours of footage into minutes by showing many objects on screen at once, plus deep forensic search on people, vehicles, faces, and behaviors, and activity heatmaps. Investigators love it for cutting review time. The trade-off is that BriefCam runs on top of an existing VMS rather than as a standalone cloud product, so it adds licensing and hardware cost on top of what you already run, which makes it heavier for small sites. See the BriefCam alternative.

Coram is built around AI-first video search: its Coram Discover feature uses a large language model so staff can type plain-English questions and pull matching footage across many cameras at once. It connects existing IP cameras through an on-site appliance, adds weapon and incident detection for schools and hospitals, and works with open access control. The trade-off is that Coram installs its own appliance at each location and quotes per camera, door, or user, so multi-site rollouts need appliance planning and a custom quote. Compare the Coram AI alternative or the Coram vs Verkada comparison.

Spot AI focuses on making AI video simple for lean teams. It pairs a cloud dashboard with an on-site recorder, works with cameras you already have as well as its own, and layers on an AI Copilot plus intelligent event alerts so staff get flagged on what matters without configuring detection rules by hand. The trade-off is that it uses an on-premise recorder appliance and quotes per camera, so it sits between pure cloud software and a full hardware platform, and pricing is not public. See the Spot AI alternative.

What is the best video analytics software?

The best video analytics software depends on your setup. For adding AI to cameras you already own, a cloud-native camera-agnostic tool like Surveillant is best because it needs no new hardware. For a single-vendor all-in-one system, Verkada leads; for on-premise high-resolution forensic search, Avigilon; for large open enterprise deployments, Genetec Security Center. Match the tool to your camera plan and deployment before comparing features.

What is the best AI video analytics software?

For AI-driven search specifically, Coram stands out with LLM-powered natural-language video search across many cameras at once, and Surveillant offers similar plain-English search on any existing IP camera without a proprietary appliance. Spot AI is strong for hands-off managed AI. The best fit comes down to whether you want to keep your current cameras and run in the cloud or add an on-site appliance.

What is the best CCTV analytics software?

The best CCTV analytics software is one that works with your existing CCTV cameras rather than forcing a hardware swap. Camera-agnostic platforms such as Surveillant, Genetec, and Milestone connect standard ONVIF or RTSP CCTV cameras and add detection and search on top. If you are keeping analog cameras, you will need an encoder or NVR that presents them as IP streams before any analytics software can read them.

How much does video analytics software cost?

Video analytics software is usually priced per camera per year, and most vendors quote through partners rather than publishing list prices. Cloud, software-only options that reuse your cameras are the lowest cost because there is no new hardware. Platform vendors that bundle proprietary cameras run higher, with cameras from roughly $600 to $3,500 each plus a per-camera license, so a small system can range from a few thousand dollars to tens of thousands installed.

Can you add video analytics to existing CCTV cameras?

Yes. Because most IP cameras support the ONVIF and RTSP standards, a camera-agnostic platform can pull their streams and run people, vehicle, intrusion, and loitering detection without new cameras. A cloud-native tool like Surveillant does this with no NVR or appliance at all, so you keep the cameras you already own and add modern AI search and alerts managed in the cloud. Analog cameras first need an encoder or NVR to become IP streams.

What is the difference between video analytics software and a VMS?

A video management system records, stores, and displays camera feeds, while video analytics software adds the AI that interprets those feeds to detect events and search footage. Many platforms combine both, but they are distinct jobs: a VMS is the recording and viewing backbone, and analytics is the intelligence layer on top. Some analytics tools, like BriefCam, run on top of a separate VMS rather than replacing it.

What should you look for in video analytics software?

Look for camera compatibility with your existing fleet, the specific AI you need such as language search or forensic review, cloud or on-premise fit, honest total cost over five years, and integrations with your access control and number of sites. Then trial the software on your real cameras before committing, because accuracy on your actual scenes matters more than any spec sheet.