A computer-implemented simulator models the entire analytic value chain so
that data generation, model fitting and strategy optimization are an
integral part of the simulation. Data collection efforts, data mining
algorithms, predictive modeling technologies and strategy development
methodologies define the analytic value chain of a business operation:
data.fwdarw.models.fwdarw.strategies.fwdarw.profit. Inputs to the
simulator include consumer data and potential actions to be taken
regarding a consumer or account. The invention maps what is known about a
consumer or an account and the potential actions that the business can
take on that consumer or account to potential future financial
performance. After iteratively performing simulations using varying
inputs, modeling the effect of the innovation on a profit model, the
simulator outputs a prediction of the commercial value of an analytic
innovation.