Sarcouncil Journal of Engineering and Computer Sciences

Abstract: The article discusses generative artificial intelligence customer service copilots, and it offers a detailed roadmap of implementation, governance, and review. This article projects the design needed to build production-grade systems, such as context hydration, modular prompting, knowledge retrieval, and safety guardrails. This encompasses replay harnesses, shadow deployments, and controlled traffic splitting, and multi-dimensional evaluation frameworks are discussed. The risk controls and governance aspect deal with the prevention of hallucinations, privacy, and regulatory compliance. The results in the industries that have been recorded indicate that there is an increase in operational efficiency, first contact resolution, and the effectiveness of their representatives. The framework focuses on human-in-the-loop solutions that ensure a balance between quality and volume challenges, and a consistent pattern of success has been observed despite the industry-specific patterns of implementation focus.