Designing Scalable Data Collection Frameworks for Enterprise Network Automation and AI-driven intelligence
Introduction: Data as the Foundation of Intelligent Networks Enterprise network automation has evolved from scripted command execution to policy validation engines, compliance pipelines, and increasingly, AI-assisted operations. Yet as environments scale, many organizations discover that automation maturity is not limited by tools — it is limited by data architecture. In the era of AI-driven intelligence, […]