This workflow automates the high-stakes bottleneck of validating pricing strategy by running large-scale simulations against a calibrated market model. It ingests historical transactions, competitor catalogs, and demand elasticity estimates to create a digital twin. Orchestrators then execute thousands of counterfactual scenarios—like a 10% increase or a new promotional structure—forecasting impacts on volume, revenue, and margin. This replaces manual spreadsheet modeling and gut-feel decisions with a systematic, data-driven pre-flight check, directly protecting top-line revenue from strategic errors.




