A custom automation workflow de-risks MES modernization by orchestrating a multi-agent system to parse undocumented logic, map business rules, and generate target microservices. This workflow directly targets the bottleneck: the manual, error-prone process of understanding and translating critical shop-floor control logic. The operational upside is a phased migration that preserves uptime, enables Industry 4.0 integration, and reduces long-term IT support costs by 40-60%. The architecture begins with agents scanning legacy codebases (often C#, VB.NET, or proprietary languages) and connected PLC/SCADA tags.




