Workflow Twins

Projection: A digital process replica could let operators rehearse agent interventions, exception paths, and policy failures before touching live work. Enterprise adoption and governance constraints justify simulation, but do not demonstrate predictive power. The decisive comparison is whether pre-release forecasts match subsequent production failure rates.