International Journal of Science, Engineering and TechnologyAuthors: Francis Lemos
Abstract: Hybrid enterprise infrastructures, combining legacy Unix/Linux systems with modern cloud platforms, require robust monitoring and intelligent automation to maintain reliability and business continuity. Zabbix, an open-source monitoring solution, and Salesforce Einstein Copilot, an AI-powered CRM assistant, together offer a unique framework for bridging infrastructure observability with customer relationship management. This review explores how the integration of Zabbix and Einstein Copilot enables enterprises to move from reactive monitoring toward proactive, AI-driven workflows that directly enhance CRM operations. It discusses the evolution of hybrid monitoring architectures, the role of AI in contextualizing infrastructure insights, and the ways these technologies converge to deliver scalable, resilient, and intelligent customer workflows. Case studies demonstrate applications in real-world enterprise scenarios, highlighting improvements in predictive maintenance, automated incident escalation, and customer experience optimization. Challenges such as integration complexity, compliance, and data governance are examined alongside emerging opportunities in low-code/no-code development, DevSecOps adoption, and self-healing infrastructures. The review concludes that Zabbix and Einstein Copilot, when combined strategically, provide enterprises with a pathway toward achieving resilient, intelligent, and future-ready CRM workflows across hybrid infrastructures.
DOI: https://doi.org/10.5281/zenodo.17876718
