Sarcouncil Journal of Engineering and Computer Sciences

Abstract: The adoption of agentic AI into enterprises represents a dramatic shift beyond traditional automation, introducing autonomous systems capable of organizing complex workflows with minimal human involvement. This article provides a detailed guide establishing a four-pillar model for evaluating organizational preparedness to implement agentic AI (digital process maturity, data accessibility and observability, organizational readiness, and strategic alignment), while illuminating strategic entry points across enterprise functions, giving particular attention to frequently overlooked areas such as go-to-market operations, alongside HR, finance, legal, and revenue-generating activities. A phased crawl-walk-run deployment methodology offers a practical roadmap for sustainable scaling, helping organizations avoid common implementation shortfalls, while future implications are discussed through how agentic capabilities can transform organizational structure, skills, and competitive positioning—aligning theoretical possibilities with practical realities to empower enterprise leaders in converting experimental projects into strategic tools generating quantifiable business value.