Philosophy
Dynamic.ly exists because margin decays in the gap between what a restaurant knows and when it knows it. Everything we build follows seven commitments.
Operators are not short on charts; they are short on time between the moment a cost moves and the moment it reaches the P&L. A dashboard asks you to find the problem. An operating layer brings you the move, with the evidence attached.
A cost gets heavier per portion on a Tuesday invoice. The dish stays priced for last month. Nothing looks wrong on the floor while the margin quietly moves. Speed is not a luxury feature of cost intelligence; it is the point.
Plate costs, available servings, margin floors, and eligibility are arithmetic, not opinions. Deterministic rules own them. No model gets to guess a number a manager will act on.
Demand by window, depletion by day, and the odds a lot expires unsold are predictions. They are labeled, carried with their confidence, and never presented as facts.
Every recommendation is bounded before it is ever shown: the floor it cannot cross, the window it lives in, the inventory it may touch. If the bounds cannot be computed, the recommendation does not ship.
Approve, edit, reject, or ignore. Four real options, honored every time. The manager is not a compliance step at the end of the pipeline. The manager is the point of the pipeline.
Estimated impact and measured outcome are kept apart. When they disagree, that gap is valuable evidence and a reason to review the recommendation method.
The authority stays with the operator