Static pricing models decay as market conditions shift. This workflow automates a continuous learning cycle, capturing granular sales conversion, basket composition, and competitive win/loss data at the point of transaction. By structuring this operational feedback, you create a direct signal for what prices the market will bear, replacing quarterly manual analysis with a real-time input stream. The operational upside is margin capture from faster adaptation and reduced revenue leakage from mispriced items.




