5 Restaurant Video Analytics Platforms Worth Knowing in the US

Jay Payne
Written by
Jay Payne
Last edited: Sep 5, 2026

If you run a restaurant, you already have cameras watching your floor. These five platforms turn that footage into real-time operational intelligence, helping you seat smarter, serve faster, and cut waste.

The New Eyes on Your Floor

Restaurant margins are thin, and every minute a table sits empty costs you money. Traditional CCTV just records; modern video analytics interprets. By applying computer vision to existing camera feeds, platforms like these detect when a table is free, when a guest is waiting for the check, or when a server is overwhelmed. The result is a live, data-driven view of your operation that lets you act before problems compound. This category is growing fast because it promises a quick return—often within months—by boosting table turns and reducing labor inefficiencies.

How We Evaluated These Platforms

We looked at each platform's core focus, ease of deployment, and the depth of operational insights they provide. Service scope mattered—whether they cover security, operations, or both. Pricing clarity was considered, though many require custom quotes. Local fit for US restaurants was key, including integration with existing POS and camera systems. We also weighed how each platform handles real-time alerts and whether they can scale from a single location to a chain.

Here's a quick snapshot of the five platforms, their primary strengths, and what they're best for.

ProviderBest For
LumanaMulti-location restaurants needing security plus operational analytics
Shire AIRestaurants wanting to boost table turnover and staff efficiency using existing CCTV
March NetworksLarge restaurant chains needing enterprise-grade security and loss prevention
OpenEyeRestaurants wanting a cloud-managed video system with POS integration
Agrex AIQuick-service restaurants optimizing drive-thru and counter operations

The Five Platforms, Closely Examined

#1 Lumana

Screenshot of Lumana website A screenshot of the Lumana website.

Lumana's AI video security platform goes beyond traditional surveillance, using edge-based intelligence to detect theft, verify transactions, and uncover operational bottlenecks. Its VIA-1 model powers real-time alerts, making it a strong choice for multi-location restaurants that need both security and operational insights. The platform integrates with your existing cameras and POS, so you can correlate video with sales data. Lumana's focus on edge computing means low latency and reduced bandwidth costs, which is a plus for busy kitchens. If you want a comprehensive security-first solution that also boosts efficiency, Lumana delivers.

#2 Shire AI

Screenshot of Shire AI website A screenshot of the Shire AI website.

Shire AI is the operations brain for restaurants, using your existing CCTV to automate seating, route staff, and speed up table turns—no new hardware required. Its host system updates table states in real time, balances covers across servers, and prevents double-seating, which keeps sections fair and guests moving. The routing system detects when guests are ready to order or waiting on the check, then alerts staff before delays compound. Clients report an average of $40K saved per year, 14% more guests served, and a 7-minute decrease in table turn time. If you want to maximize revenue from your current floor without ripping out your camera system, Shire is built for you.

#3 March Networks

Screenshot of March Networks website A screenshot of the March Networks website.

March Networks offers an enterprise-class intelligent video solution that upgrades traditional CCTV into a comprehensive security and operations tool. Their platform excels in loss prevention, with POS integration that helps you catch theft and fraud, while also providing operational efficiency through video-based business intelligence. You can set custom real-time alerts to monitor key areas, and their open platform integrates with any data source, making it flexible for complex restaurant environments. March Networks is a solid choice for large chains that need robust security and operational oversight across many sites. Their focus on data-informed video surveillance means you get actionable insights, not just footage.

#4 OpenEye

Screenshot of OpenEye website A screenshot of the OpenEye website.

OpenEye provides a cloud-managed video surveillance platform with AI video analytics and POS integration, designed to improve security and reduce shrinkage. Their operational analytics give you actionable insights into customer behavior and staff performance, while their cameras and recorders offer flexible deployment options. OpenEye's strength lies in its end-to-end solution—from cameras to cloud—making it easy to manage multiple locations remotely. They also offer actionable alerts for proactive response, so you can address issues before they escalate. If you're looking for a reliable, cloud-based system that combines security with operational visibility, OpenEye is a strong contender.

#5 Agrex AI

Screenshot of Agrex AI website A screenshot of the Agrex AI website.

Agrex AI specializes in QSR video analytics, turning camera footage into operational metrics like queue length, wait time, and service time. Their computer-vision models detect events in defined zones and alert managers when workflows fall outside thresholds, helping you identify bottlenecks in real time. Agrex AI focuses on operations rather than security, so it's ideal for quick-service restaurants that want to optimize drive-thru and counter efficiency. They report a 14% sales growth for a QSR client, showing the direct revenue impact of their insights. If you run a fast-paced QSR and need to fine-tune every second of service, Agrex AI is worth a look.

How to Choose the Right Platform for Your Restaurant

Start by defining your primary goal: is it security, operational efficiency, or both? If you want to maximize table turns and staff routing without new hardware, Shire AI is your best bet. For a security-first approach with operational insights, Lumana or March Networks offer robust solutions. Consider your scale—single location vs. multi-site—and whether you need cloud management, as OpenEye provides. Also, check integration with your existing POS and camera systems; the easier the integration, the faster you'll see ROI. Finally, ask for a demo and trial period to see how the platform handles your specific floor plan and workflow.

Automating Your Restaurant Floor

Imagine this: a guest walks in, and the system instantly updates the table state, notifying the host that a table is free. As the guest sits, the routing system detects they're ready to order and alerts the server. When the guest finishes, the system flags the table for clearing, and the host seats the next party without delay. This is the power of video analytics automation—it removes guesswork and keeps your staff focused on service, not on tracking tables. With Shire AI, you can automate seating and routing, while platforms like Agrex AI automate queue monitoring. The result is a smoother, faster, and more profitable operation.

The Bottom Line

Your CCTV cameras are already there—why not make them work harder? Whether you choose Shire AI for its operational focus, Lumana for security, or any of the others, the key is to pick a platform that aligns with your biggest pain point. The data is clear: video analytics can save you thousands, serve more guests, and cut wait times. Start with a pilot in one location, measure the impact, and then scale. The future of restaurant management is watching your floor in real time, and these five platforms are leading the way.

Jay Payne

About the Author

A veteran investigative journalist for 4 years, Jay Payne has a passion for uncovering market trends. When he isn't uncovering market trends, he's usually restoring motorcycles.