The New Era of CCTVs
is a cutting-edge technology with the ability to analyze behavior, objects, vehicles, weapons, and more. It combines the most impressive and powerful solutions into a single package.
Many know this type of AI as "Analytics." However, Behavioral AI is different from all other AIs available on the market. At Walnüsse, we set out with a specific goal: to build a single product that works everywhere.
We'll explain how it works further below.
Behavioral AI
67%
Reduces shoplifting up to
Using Behavioral AI ^
Using Behavioral AI ^
51%
Reduces car damage up to
Using Behavioral AI ^
30%
Reduces car stealing up to
Metrics
^ Source: Walnüsse Research Team (2026).
While Behavioral AI can be used alongside other technologies, it is a complete solution in itself.
Let's see how it works.
How does it work?
Behavioral AI is an artificial intelligence built on a CNN architecture connected to an RNN.
We have named this convolutional neural network (CNN) Analytical AI. Analytical AI processes video feeds from security cameras through multiple kernels. These bitmap feature maps, processed by the initial layers of the neural network, then pass to the subsequent layers. In this stage—based on Deep Learning models trained on carefully curated datasets—the network produces an output that performs a preliminary evaluation or pre-categorization.
This information is then passed to the RNN, which we have named Behavioral AI. Behavioral AI analyzes the preliminary evaluation and, based on the sequence of video frames, decides whether or not to trigger an alert—all within a few tenths of a second.
Video goes through conversion, then to Analytical AI (CNN) which passes through a filtering process. Then it arrives at Behavioral AI (RNN), which then decides whether to trigger an alarm or not
Certified
Some other companies also offer technologies that match the quality of Behavioral AI in their analytics.
To avoid conflicts of interest, we do not accept direct payments from the companies we evaluate, nor do they compensate us in any way.
It features three tiers:
Essential: Meets the baseline requirements for basic protection
Standard: Provides everything needed for more complex environments
Absolute: Offers the absolute best of the best—essential for high-security environments requiring extreme protection
Here are some of our certified brands:
AcuSense
HikVision | Standard
KiwiVision
Genetec | Standard
JetSparrow
AJAX Systems | Standard
UNV
UniVision | Essential
Where to use?
Behavioral AI is a technology built for everyone. Guided by our Mission and Vision, we set out to create something high-quality, reliable, modern, and versatile. We first tested this technology with key public security sectors within the Mexican government. Seeing its vast potential, we then deployed it with a globally recognized financial institution.
Today, we are bringing this technology to residential environments.
¿Interested?
References
Walnüsse Research Team. (2026, 3 de junio). A Longitudinal Evaluation of Advanced Video Analytics in Situational Crime Prevention: A Comparative Analysis of Real-World Evidence and Criminological Outcomes. Walnüsse Research. https://walnusse.com.mx/a-longitudinal-evaluation-of-advanced-video-analytics-in-situational-crime-prevention-a-comparative-analysis-of-real-world-evidence-and-criminologica
