A commercial client needed a next-generation AI-based surveillance solution that goes beyond basic motion detection. The objective was to detect real threats—such as fire, theft, vandalism, and aggressive behavior—in both indoor and outdoor environments. Our team developed a modular, cloud-ready security platform that integrates multi-camera feeds, applies advanced AI models in real time, and delivers actionable alerts to stakeholders. The solution enhances situational awareness, reduces false alarms, and empowers security teams to act proactively.