The digitalization of Small and Medium-sized Enterprises (SMEs) is fundamental for business advancement, enabling their efficiency and competitiveness. However, this shift also exposes them to cyber-attacks. The SecurSentry: AI-Driven SIEM project aims to integrate Artificial Intelligence (AI) with traditional Security Information and Event Management (SIEM) to provide SMEs with a comprehensive, cost-effective cybersecurity solution. The system enhances threat detection, incident management, and regulatory compliance, offering SMEs a practical approach to mitigate risks without the need for significant financial resources. This paper examines the design, functionalities, and benefits of the SecurSentry solution, highlighting its role in empowering SMEs to manage cyber threats.