Deploying video analytics at a pilot site is feasible for most organizations. Scaling from 5 to 200 retail or logistics sites while maintaining the same level of reliability—that’s where choosing the right video analytics partner becomes critical.
There is a recurring gap between the promises made during a demo and the reality of a multi-site deployment. XXII has been supporting retail chains and logistics platforms with this scaling process since 2015, delivering measurable results within the first few weeks.
This article details the specific factors to consider before shortlisting a partner for a large-scale video analytics project.
A multi-site deployment relies on hundreds—sometimes thousands—of IP cameras that are already installed. If the partner requires you to replace your existing fleet, costs become prohibitive and the timeline falls behind schedule.
Verify that the platform connects to your VMS and existing cameras without additional hardware. XXII has made this compatibility a strategic priority that accelerates deployment.
Also ask about open APIs for connecting to your monitoring tools and business systems. This interoperability is essential for integrating video data into your existing decision-making processes.
Detection rates reported in laboratory settings do not reflect real-world conditions: variations in lighting, unusual camera angles, and high foot traffic. Performance discrepancies are commonly observed between controlled environments and operational sites.
Request metrics from real-world deployments. Examine the false positive rate, nighttime robustness, and long-term stability.
A reputable partner documents its results based on real-world use cases. Also ask for feedback from customers operating in your industry.
A pilot with five cameras almost always works. The challenge arises when you increase the number of sites and streams. Verify that the architecture supports gradual scalability without any degradation in performance or loss of reliability.
The platform’s scalability directly determines the project’s long-term viability. Ask the partner about its largest deployments and the metrics at that scale.
Also verify their ability to maintain a consistent level of analytics across the entire network, including at sites with heterogeneous configurations.
Video analytics processes sensitive data. In Europe, GDPR compliance is not optional, and the gradual implementation of the AI Act adds new requirements for explainability, documentation, and traceability of processing operations.
Verify that the partner applies native anonymization of video streams and does not perform any biometric identification. XXII develops operational performance tools that respect privacy—a founding principle that guides all of its product decisions.
According to a Mordor Intelligence report, regulatory compliance is a top selection criterion for European buyers of video analytics.
The purpose of a video analytics platform is not to generate alerts. It must produce directly actionable metrics linked to your business objectives, with verifiable results within the first few weeks of deployment.
In retail, this means reducing stockouts, measuring customer journeys, and adjusting staffing levels based on actual foot traffic.
In logistics, this involves optimizing dock rotations, detecting high-risk concurrent activities, and ensuring the reliability of goods flows. Each use case must be tied to a specific operational metric.
The adoption of a video analytics platform depends on the trust your field teams place in its results. If no one understands why an alert was triggered, operators will ignore it.
Ensure that the partner provides access to contextualized events, with the ability to replay scenes and document each detection.
This transparency accelerates adoption by teams and strengthens the perceived reliability of operational data. The AI Act reinforces this requirement for systems classified as high-risk.
A large-scale project is more than just a software delivery. It involves structured onboarding, site-by-site configuration, and responsive support in the event of anomalies. The quality of this support determines the success of scaling up.
Distinguish between partners who offer dedicated support with Customer Success teams and those who limit themselves to a ticket portal.
Verify response time commitments and ensure there is a single point of contact for your network. XXII includes expert support with a priority SLA in its large-scale deployment offerings.
Some sites require on-premises processing for security or connectivity reasons. Others operate in the cloud. A multi-site network often combines both approaches depending on the specific constraints of each network location.
Verify that the partner offers a hybrid architecture capable of adapting to each technical context. XXII deploys its CORE platform in the cloud, on-premises, or in hybrid mode.
This approach ensures that the requirements of each site are met without compromising the centralization of operational data on a unified dashboard.
We’ve seen that choosing an AI video analytics partner for a multi-site deployment hinges on concrete criteria: infrastructure compatibility, on-site accuracy, scalability, compliance, operational value, explainability, support, and deployment flexibility.
XXII has designed its CORE platform to meet these exact requirements, with verifiable results from the very first weeks. The best technology isn’t the one that imposes the most complexity, but the one that quickly makes clear what matters most to your operations.
To evaluate CORE at your own sites, contact our teams and schedule a pilot.
XXII deploys a pilot site in less than fifteen days thanks to an accelerated onboarding process. This speed is made possible by native compatibility with existing IP cameras, which eliminates the need to replace hardware.
Yes, provided the partner has designed its platform to work with standard IP streams. XXII connects to existing camera infrastructure without adding hardware, a choice that reduces deployment costs.
Verify that the partner implements native anonymization and does not store raw video streams. XXII adopts a non-biometric approach that is GDPR-compliant from the very design of its algorithms.
A vendor designs and maintains the AI technology. An integrator assembles third-party software components. For a multi-site deployment, a vendor like XXII offers direct control over the product roadmap and technical support.
ROI is measured by concrete operational metrics: reduced wait times, improved conversion rates, and fewer incidents. XXII structures each project around measurable objectives defined during the initial scoping phase.
Yes. XXII offers cloud, on-premises, or hybrid deployment depending on the constraints of each site. This flexibility allows the solution to be adapted to the security and connectivity requirements of every point in the network.