Foundations of Effective Data Management in Network Operations

This chapter emphasizes the necessity of strong foundational practices in data management for successful network operations, using analogies to highlight the importance of dual-layered integrity measures. It discusses the evolution from SNMP polling to streaming telemetry, the role of AI in enhancing security through real-time analysis, and the critical need for trust and proper documentation in AI integration. Additionally, it advocates for continuous learning and methodological approaches to ensuring effective AI deployment in operational frameworks.