Agentic Overlays Transform Legacy Services for AI Integration

A new technical approach, developed in collaboration with AWS, proposes "agentic overlays" as a method to modernize legacy enterprise services for AI integration. These overlays function as lightweight wrappers that convert standard REST APIs into intelligent agents. This transformation allows existing services to engage in agent-to-agent interactions, effectively extending their capabilities without requiring a complete overhaul of the underlying business logic. The core benefit of this solution is its ability to integrate AI agent functionalities into established systems efficiently. By exposing REST APIs as tools compatible with the Model Context Protocol (MCP), enterprises can avoid costly code duplication and the need for parallel infrastructures. This strategy promotes the reuse of existing services, thereby mitigating the issue of agent sprawl within an organization's technical environment. Reference architectures and sample code are provided to guide implementation.