Real system (context)
A brownfield modernization project needed to migrate control logic without disrupting core operations. Legacy conventions and sparse documentation were slowing engineering velocity.
Real workflow (what was done)
Engineers uploaded plant artifacts and used generated system modeling to map critical IO and control strategies. The platform produced Structured Text logic drafts aligned with project constraints.
Real outcome (what changed)
Teams could iterate on generated logic instead of starting from a blank slate. Simulation-first validation reduced uncertainty before plant deployment and improved review quality.
Measured workflow impact
Percentage change across real engineering workflows.